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Yuan-Hao Chang (Johnson Chang)


Yuan-Hao Chang
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    Brief Autobiography

      Yuan-Hao Chang (IEEE Fellow) received his Ph.D. in Computer Science from the Department of Computer Science and Information Engineering at National Taiwan University, Taipei, Taiwan. He is currently a Deputy Director and Research Fellow (Professor) of Institute of Information Science (IIS), Academia Sinica, and is also a Jointly Appointed Professor of College of Electrical Engineering and Computer Science, National Taiwan University (NTU), Taipei, Taiwan. Previously, he served as an Associate Research Fellow between Mar. 2015 and Jun. 2018 and Assistant Research Fellow between Aug. 2011 and Mar. 2015. His research interests include memory/storage systems, operating systems, embedded systems, and real-time systems. He is a Fellow of IEEE for contributions to non-volatile memory reliability.

      Dr. Chang was a recipient of Investigator Award from Academia Sinica (AS) in 2022, Outstanding Research Award from Ministry of Science and Technology (MOST) in 2021. He was also a recipient of K. T. Li Breakthrough Award from Institute of Information and Computing Machinery (IICM) in 2018, Y. Z. Hsu Scientific Paper Award from Far Eastern Y.Z. Hsu Science and Technology Memorial Foundation in 2018, Career Development Award from Academia Sinica in 2018, Outstanding Electrical Engineering Professor Award from Chinese Institute of Electrical Engineering (CIEE) in 2017, Ta-You Wu Memorial Award from Ministry of Science and Technology (MOST) in 2016, Outstanding Youth Electrical Engineer Award from Chinese Institute of Electrical Engineering (CIEE) in 2014, and Excellent Research Project Award from National Program for Intelligent Electronics (NPIE) of Ministry of Science and Technology (MOST) in 2014.

      Dr. Chang has published more than 100 research papers, which were mainly published in top journals (including 50+ in premier ACM/IEEE Transactions, e.g., IEEE TIFS, IEEE TETC, IEEE TC, IEEE TCAD, IEEE TVLSI, ACM TECS, ACM TODAES, and ACM TOS) and top conferences (including 50+ in USENIX OSDI, ACM/IEEE MICRO, ACM/IEEE DAC, ACM/IEEE ICCAD, ACM/IEEE ISLPED, ACM/IEEE CODES+ISSS, ACM/IEEE EMSOFT, ACM/IEEE CASES, IEEE RTSS, IEEE RTAS, and IEEE ISSCC). In particulary, he has published more than 20 papers in ACM/IEEE DAC, which is the #1 out of the 102 conferences listed in the Hardware and Architecture Domain of the Microsoft Academic Search. His work received 3 best paper awards from top conferences (including ACM/IEEE CODES+ISSS 2022, ACM/IEEE ISLPED 2020, and ACM/IEEE CODES+ISSS 2019), 6 best paper nominations from top conferences (including ACM/IEEE ISLPED 2023, ACM/IEEE ISLPED 2022, ACM/IEEE DAC 2016, ACM/IEEE DAC 2014, ACM/IEEE CODES+ISSS 2014, and ACM/IEEE DAC 2007), 2 best paper awards from important conferences (including IEEE NVMSA 2019 and IEEE IMW 2018), and 1 best paper nomination from important conference ACM/IEEE ASP-DAC 2016. He has also been granted for dozens of US and Taiwan patents.

      Dr. Chang is an associate editor of IEEE Transactions on Emerging Topics in Computing (TETC), ACM Transactions on Storage (TOS), ACM Transactions on Cyber-Physical Systems (TCPS), and ACM Computing Surveys (CSUR). He was a guest editor of Special Issues of ACM Transactions on Embedded Computing Systems (TECS), IEEE Transactions on Emerging Topics in Computing (TETC) Special Section, and IEEE Transactions on Computers (TC). He is currently an executive committee member of ACM Special Interest Group on Design Automation (SIGDA) and ACM Special Interest Group on Embedded Systems (SIGBED). He is a steering committee member of IEEE Non-Volatile Memory Systems and Applications Symposium (NVMSA). In addition, He served as a program co-chair and a general co-chair of IEEE NVMSA 2017 and 2018 respectively. He served as a local chair of IEEE Real-Time Systems Symposium (RTSS) 2023 and a local co-chair of ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED) 2017. He has also served as a program committee member for many top international conferences (e.g., ACM/IEEE DAC, ACM/IEEE ICCAD, ACM/IEEE ISLPED, IEEE RTSS, IEEE RTAS, ACM/IEEE CODES+ISSS, and IEEE ICDCS) and as a reviewer for top journals (e.g., IEEE TC, TCAD, TII, TKDE, TMC, TMSCS, TPDS, TR, and TVLSI as well as ACM TECS, TODAES, and TOS).

    Research Area (Research Interests)
    • Non-volatile Memory
    • Memory/Storage Systems
    • Operating Systems
    • Real-time Systems
    • Embedded Systems
    • Computer Systems
    Experiences
    1. Deputy Director, Institute of Information Science, Academia Sinica. (Sep. 2019 - Present)
    2. Research Fellow (Professor), Institute of Information Science, Academia Sinica. (Jun. 2018 - Present)
    3. Jointly Appointed Professor, College of Electrical Engineering and Computer Science, National Taiwan University. (Sep. 2020 - Present)
    4. Associate Research Fellow (Associate Professor), Institute of Information Science, Academia Sinica. (Mar. 2015 - Jun. 2018)
    5. Assistant Research Fellow (Assistant Professor), Institute of Information Science, Academia Sinica. (Aug. 2011 - Mar. 2015)
    6. Assistant Professor, Department of Electronic Engineering, National Taipei University of Technology. (Feb. 2010 - Jul. 2011)
    7. Postdoctoral Researcher, Department of Computer Science and Information Engineering, National Taiwan University. (Aug. 2009 - Jan. 2010)
    8. Teaching Assistant, Department of Computer Science and Information Engineering, National Taiwan University. (Aug. 2008 - Jul. 2009)
    9. Software/Firmware Design Engineer, VeriFone, A Division of Hewlett-Packard. (Sep. 2000 - Aug. 2002)

    Honors & Awards
      Honors and Awards
      1. Fellow, Institute of Electrical and Electronics Engineers (IEEE), for contributions to Non-volatile Memory Reliability. (Jan. 2023)
      2. Investigator Award, Academia Sinica (AS). (Jan. 2022)
      3. Outstanding Research Award, Ministry of Science and Technology (MOST). (Oct. 2021)
      4. GLSVLSI Service Recognition Award, ACM Great Lakes Symposium on VLSI (GLSVLSI). (Sep. 2020)
      5. K. T. Li Breakthrough Award, Institute of Information and Computing Machinery (IICM). (Dec. 2018)
      6. Taiwan Information Storage Research Achievement Award, Taiwan Information Storage Association (TISA). (Oct. 2018)
      7. Outstanding Section Membership Recruitment Performance, Institute of Electrical and Electronics Engineers (IEEE) (Otc. 2018)
      8. Y. Z. Hsu Scientific Paper Award, Far Eastern Y.Z. Hsu Science and Technology Memorial Foundation. (Aug. 2018)
      9. Senior Member, Association for Computing Machinery (ACM). (Jul. 2018)
      10. Honorable Mention of Young Scholar Best Paper Award, Taipei Section of IEEE Computer Society. (Mar. 2018)
      11. Career Development Award, Academia Sinica (AS). (Jan. 2018)
      12. Outstanding Electrical Engineering Professor Award, Chinese Institute of Electrical Engineering (CIEE). (Dec. 2017)
      13. Ta-You Wu Memorial Award, Ministry of Science and Technology (MOST). (Apr. 2016)
      14. Outstanding Youth Electrical Engineer Award, Chinese Institute of Electrical Engineering (CIEE). (Dec. 2014)
      15. Excellent Research Project Award, National Program for Intelligent Electronics (NPIE) of Ministry of Science and Technology (MOST). (Nov. 2014)
      16. Senior Member, Institute of Electrical and Electronics Engineers (IEEE). (Nov. 2014)
      17. Ta-You Wu Memorial Award Nomination, Ministry of Science and Technology (MOST). (Aug. 2014)
      18. Project for Excellent Junior Research Investigators, National Science Council. (Aug. 2011)
      19. Grant for Overseas Postdoctoral Research, National Science Council. (Nov. 2009)
      20. Ph.D. Thesis Award, Taiwan Information Storage Association (TISA). (Nov. 2009)
      21. EDA Award, SpringSoft Education Foundation. (Aug. 2009)
      22. Travel Grant, Foundation for the Advancement of Outstanding Scholarship (FAOS). (Jul. 2009)
      23. The 1st Place of Ph.D. Degree, Graduate Institute of Networking and Multimedia, Department of Computer Science and Information Engineering, National Taiwan University. (Jun. 2009)
      24. The 3rd Place, System Software Group of Embedded System Design Contest. (Jun. 2008)
      25. Best Teaching Assistant Award, Department of Computer Science and Information Engineering from National Taiwan University. (Dec. 2007)
      26. EDA Award, SpringSoft Education Foundation. (Jul. 2007)
      27. Travel Grant, Ministry of Education. (Jul. 2007)
      28. Travel Grant, Foundation for the Advancement of Outstanding Scholarship (FAOS). (May 2007)
      29. Admission as a Ph.D. Student, Department of Computing, Imperial College London (2004 world ranking: 13th). (Jul. 2004)
      30. Honored Member, Phi Tau Phi Scholastic Honor Society. (Jun. 2004)

      Best Paper Awards
      1. Best Paper Award, ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS) 2022 (Top Conference). (Oct. 2022)
      2. Best Paper Award, ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED) 2020 (Top Conference). (Aug. 2020)
      3. Best Paper Award, ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS) 2019 (Top Conference). (Oct. 2019)
      4. Best Paper Award, IEEE Non-Volatile Memory Systems and Applications Symposium (NVMSA) 2019. (Aug. 2019)
      5. Best Paper Award, IEEE International Memory Workshop (IMW) 2018. (May 2018)

      Best Paper Nominations
      1. Best Paper Nomination, ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED) 2023 (Top Conference). (Aug. 2023)
      2. Best Paper Nomination, ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED) 2022 (Top Conference). (Aug. 2022)
      3. Best Paper Nomination, ACM/IEEE Design Automation Conference (DAC) 2016 (Top Conference). (Jun. 2016)
      4. Best paper nomination, ACM/IEEE Asia and South Pacific Design Automation Conference (ASP-DAC) 2016. (Jan. 2016)
      5. Best Paper Nomination, ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS) 2014 (Top Conference). (Oct. 2014)
      6. Best Paper Nomination, ACM/IEEE Design Automation Conference (DAC) 2014 (Top Conference). (Jun. 2014)
      7. Best Paper Nomination, ACM/IEEE Design Automation Conference (DAC) 2007 (Top Conference). (Jun. 2007)

      Thesis Supervision Awards
      1. Ph.D. Thesis Supervision Award, Lam Research Award. (Dec. 2021)
      2. Ph.D. Thesis Supervision Award, Taiwan Semiconductor Industry Association (TSIA). (Dec. 2021)
      3. Ph.D. Thesis Supervision Award, Lam Research Award. (Dec. 2021)
      4. Ph.D. Thesis Supervision Award, Taiwan Information Storage Association (TISA). (Nov. 2021)
      5. Ph.D. Thesis Supervision Award, China Technical Consultants Inc. Foundation (CTCI). (Dec. 2020)
      6. Ph.D. Thesis Supervision Award, Taiwan Semiconductor Industry Association (TSIA). (Jul. 2020)
      7. Ph.D. Thesis Supervision Award, Institute of Information and Computing Machinery (IICM). (Dec. 2019)
      8. Ph.D. Thesis Supervision Award, Taiwan Information Storage Association (TISA). (Oct. 2019)
      9. Master Thesis Supervision Award, Taiwan Information Storage Association (TISA). (Oct. 2019)
      10. Ph.D. Thesis Supervision Award, Institute of Information and Computing Machinery (IICM). (Dec. 2016)
      11. Ph.D. Thesis Supervision Award, Taiwan Institute of Electrical and Electronic Engineering (TIEEE). (Oct. 2016)
      12. Ph.D. Thesis Supervision Award, Taiwan Information Storage Association (TISA). (Oct. 2016)
      13. Master Thesis Supervision Award, Institute of Information and Computing Machinery (IICM). (Dec. 2015)
      14. Ph.D. Thesis Supervision Award, Lam Research Award. (Oct. 2015)
      15. Ph.D. Thesis Supervision Award, Taiwan Information Storage Association (TISA). (Oct. 2015)
      16. Master Thesis Supervision Award, Taiwan Information Storage Association (TISA). (Oct. 2015)
      17. Master Thesis Supervision Award, Institute of Information and Computing Machinery (IICM). (Dec. 2013)
      18. Master Thesis Supervision Award, Taiwan Institute of Electrical and Electronic Engineering (TIEEE). (Oct. 2013)
      19. Master Thesis Supervision Award, Institute of Information and Computing Machinery (IICM). (Dec. 2011)
    Publications (also see DBLP and Google Scholar): ACM/IEEE Transactions: 76, Top Conferences: 79, US Patents: 35
      Journal Papers (ACM/IEEE Transactions)
      1. Shin-Ting Wu, Liang-Chi Chen, Po-Chun Huang, Yuan-Hao Chang, Chien-Chung Ho, and Wei-Kuan Shih, "WARM-tree: Making Quadtrees Write-efficient and Space-economic on Persistent Memories," accepted and to appear in ACM Transactions on Embedded Computing Systems (TECS). (Integrated with ACM/IEEE CODES+ISSS'23)
      2. Tse-Yuan Wang, Che-Wei Tsao, Yuan-Hao Chang, and Tei-Wei Kuo, "Retention-Aware Read Acceleration Strategy for LDPC-based NAND Flash Memory," accepted and to appear in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD).
      3. Yi-Shen Chen, Yuan-Hao Chang, and Tei-Wei Kuo, "DTC: A Drift-Tolerant Coding to Improve the Performance and Energy Efficiency of Multi-Level-Cell Phase-Change Memory," accepted and to appear in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD).
      4. Yi-Han Lien, Yen-Ting Chen, Yuan-Hao Chang, Yu-Pei Liang, and Wei-Kuan Shih, "FSIMR: File-system-aware Data Management for Interlaced Magnetic Recording," ACM Transactions on Embedded Computing Systems (TECS), vol. 22, no. 5s, pp. 128:1-128:18, Sep. 2023. (Integrated with ACM/IEEE CODES+ISSS'23)
      5. Yun-Chih Chen, Chun-Feng Wu, Yuan-Hao Chang, and Tei-Wei Kuo, "ZoneLife: How to Utilize Data Lifetime Semantics to Make SSDs Smarter," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 42, no. 8, pp. 2488-2499, Aug. 2023.
      6. Camelia Slimani, Chun-Feng Wu, Stephane Rubini, Yuan-Hao Chang, and Jalil Boukhobza, "Accelerating Random Forest on Memory-Constrained Devices through Data Storage Optimization," IEEE Transactions on Computers (TC), vol. 72, no. 6, pp. 1595-1609, Jun. 2023.
      7. Yi-Shen Chen, Chun-Feng Wu, Yuan-Hao Chang, and Tei-Wei Kuo, "Energy Efficiency Enhancement of SCM-based Systems: A Write-friendly Coding," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 42, no. 5, pp. 1425-1437, May 2023.
      8. Gaddisa Olani Ganfure, Chun-Feng Wu, Yuan-Hao Chang, and Wei-Kuan Shih, "DeepWare: Imaging Performance Counters with Deep Learning to Detect Ransomware," IEEE Transactions on Computers (TC), vol. 72, no. 3, pp. 600-613, Mar. 2023.
      9. Yun-Shan Hsieh, Po-Chun Huang, Yuan-Hao Chang, Bo-Jun Chen, Wang Kang, and Wei-Kuan Shih, "Granularity-driven Management for Reliable and Efficient Skyrmion Racetrack Memories," IEEE Transactions on Emerging Topics in Computing (TETC), vol. 11, no. 1, pp. 95-111, Jan. 2023.
      10. Gaddisa Olani Ganfure, Chun-Feng Wu, Yuan-Hao Chang, and Wei-Kuan Shih, "RTrap: Trapping and Containing Ransomware with Machine Learning," IEEE Transactions on Information Forensics and Security (TIFS), vol. 18, pp. 1433-1448, Jan. 2023.
      11. Dharamjeet, Yi-Shen Chen, Tseng-Yi Chen, Yuan-Hung Kuan, and Yuan-Hao Chang, "LLSM: A Lifetime-Aware Wear-Leveling for LSM-Tree on NAND Flash Memory," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 41, no. 11, pp. 3946-3956, Nov. 2022. (Integrated with ACM/IEEE CASES'22)
      12. Yin-Chiuan Chen, Chun-Feng Wu, Yuan-Hao Chang, and Tei-Wei Kuo, "Exploring Synchronous Page Fault Handling," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 41, no. 11, pp. 3791-3802, Nov. 2022. (Integrated with ACM/IEEE CODES+ISSS'22)
      13. Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Yi-Da Huang, and Wei-Kuan Shih, "Planting Fast-growing Forest by Leveraging the Asymmetric Read/Write Latency of NVRAM-based Systems," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 41, no. 10, pp. 3304-3317, Oct. 2022.
      14. Chun-Feng Wu, Martin Kuo, Ming-Chang Yang, and Yuan-Hao Chang, "Performance Enhancement of SMR-based Deduplication Systems," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 41, no. 9, pp. 2835-2848, Sep. 2022.
      15. Shuo-Han Chen, Chun-Feng Wu, Ming-Chang Yang, and Yuan-Hao Chang, "A File-Oriented Fast Secure Deletion Strategy for Shingled Magnetic Recording Drives," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 41, no. 8, pp. 2463-2476, Aug. 2022.
      16. Tse-Yuan Wang, Chun-Feng Wu, Che-Wei Tsao, Yuan-Hao Chang, Tei-Wei Kuo, and Xue Liu, "Rethinking the Interactivity of OS and Device Layers in Memory Management," ACM Transactions on Embedded Computing Systems (TECS), vol. 21, no. 4, pp. 42:1-42:21, July 2022.
      17. Che-Wei Chang, Chun-Feng Wu, Yuan-Hao Chang, Ming-Chang Yang, and Chieh-Fu Chang, "Leveraging Write Heterogeneity of Phase Change Memory on Supporting Self-balancing Binary Tree," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 41, no. 6, pp. 1757-1770, Jun. 2022.
      18. Yi-Syuan Lin, Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Hsin-Wen Wei, and Wei-Kuan Shih, "How to Enable Index Scheme for Reducing the Writing Cost of DNA Storage on Insertion and Deletion," ACM Transactions on Embedded Computing Systems (TECS), vol. 21, no. 3, pp. 30:1-30:25, May 2022.
      19. Dharamjeet, Tseng-Yi Chen, Yuan-Hao Chang, Chun-Feng Wu, Chi-Heng Lee, and Wei-Kuan Shih, "Beyond Write-reduction Consideration: A Wear-leveling-enabled B+-tree Indexing Scheme over an NVRAM-based Architecture," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 40, no. 12, pp. 2455-2466, Dec. 2021.
      20. Wen Sheng Lim, Chia-Heng Tu, Chun-Feng Wu, and Yuan-Hao Chang, "iCheck: Progressive Checkpointing for Intermittent Systems," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 40, no. 11, pp. 2224-2236, Nov. 2021.
      21. I-Ju Wang, Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Bo-Jun Chen, Hsin-Wen Wei, and Wei-Kuan Shih, "Enabling Write-reduction Multiversion Scheme with Efficient Dual-range Query over NVRAM," IEEE Transactions on Very Large Scale Integration Systems (TVLSI), vol. 29, no. 6, pp. 1244-1256, Jun. 2021.
      22. Ming-Chang Yang, Chun-Feng Wu, Shuo-Han Chen, Yi-Ling Lin, Che-Wei Chang, and Yuan-Hao Chang, "On Minimizing Internal Data Migrations of Flash Devices via Lifetime-Retention Harmonization," IEEE Transactions on Computers (TC), vol. 70, no. 3, pp. 428-439, Mar. 2021.
      23. Shuo-Han Chen, Ming-Chang Yang, and Yuan-Hao Chang, "Optimizing Lifetime Capacity and Read Performance of Bit-Alterable 3D NAND Flash," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 40, no. 2, pp. 218-231, Feb. 2021.
      24. Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Hsin-Wen Wei, and Wei-Kuan Shih, "B*-sort: Enabling Write-once Sorting for Non-volatile Memory," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 39, no. 12, pp. 4549-4562, Dec. 2020.
      25. Gaddisa Olani Ganfure, Chun-Feng Wu, Yuan-Hao Chang, and Wei-Kuan Shih, "DeepPrefetcher: A Deep Learning Framework for Data Prefetching in Flash Storage Devices," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 39, no. 11, pp. 3311-3322, Nov. 2020. (Integrated with ACM/IEEE CASES'20)
      26. Yun-Shan Hsieh, Po-Chun Huang, Ping-Xiang Chen, Yuan-Hao Chang, Wang Kang, Ming-Chang Yang, and Wei-Kuan Shih, "Shift-limited Sort: Optimizing Sorting Performance on Skyrmion Memory based Systems," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 39, no. 11, pp. 4115-4128, Nov. 2020. (Integrated with ACM/IEEE CODES+ISSS'20)
      27. Chun-Feng Wu, Yuan-Hao Chang, Ming-Chang Yang, and Tei-Wei Kuo, "When Storage Response Time Catches Up with Overall Context Switch Overhead, What is Next?," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 39, no. 11, pp. 4266-4277, Nov. 2020. (Integrated with ACM/IEEE CODES+ISSS'20)
      28. Yao-Wen Kang, Chun-Feng Wu, Yuan-Hao Chang, Tei-Wei Kuo, and Shu-Yin Ho, "On Minimizing Analog Variation Errors to Resolve the Scalability Issue of ReRAM-based Crossbar Accelerator," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 39, no. 11, pp. 3856-3867, Nov. 2020. (Integrated with ACM/IEEE EMSOFT'20)
      29. Yi-Jing Chuang, Shuo-Han Chen, Yuan-Hao Chang, Yu-Pei Liang, Hsin-Wen Wei, and Wei-Kuan Shih, "DSTL: A Demand-based Shingled Translation Layer for Enabling Adaptive Address Mapping on SMR Drives," ACM Transactions on Embedded Computing Systems (TECS), vol. 19, no. 4, pp. 25:1-25:21, Jul. 2020.
      30. Shuo-Han Chen, Che-Wei Tsao, and Yuan-Hao Chang, "Beyond Address Mapping: A User-Oriented Multi-Regional Space Management Design for 3D NAND Flash Memory," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 39, no. 6, pp. 1286-1299, Jun. 2020.
      31. Ming-Chang Yang, Yuan-Hao Chang, Tei-Wei Kuo, and Chun-Feng Wu, "Request Flow Coordination for Growing-Scale Solid-State Drives," IEEE Transactions on Computers (TC), vol. 69, no. 6, pp. 832-843, Jun. 2020.
      32. Chun-Feng Wu, Yuan-Hao Chang, Ming-Chang Yang, and Tei-Wei Kuo, "Joint Management of CPU and NVDIMM for Breaking Down the Great Memory Wall," IEEE Transactions on Computers (TC), vol. 69, no. 5, pp. 722-733, May 2020.
      33. Shuo-Han Chen, Tseng-Yi Chen, Yuan-Hao Chang, Hsin-Wen Wei, and Wei-Kuan Shih, "A Partial Page Cache Strategy for NVRAM-Based Storage Devices," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 39, no. 2, pp. 373-386, Feb. 2020.
      34. Wei-Chen Wang, Yuan-Hao Chang, Tei-Wei Kuo, Chien-Chung Ho, Yu-Ming Chang, and Hung-Sheng Chang, "Achieving Lossless Accuracy with Lossy Programming for Efficient Neural-Network Training on NVM-Based Systems," ACM Transactions on Embedded Computing Systems (TECS), vol. 18, no. 5s, pp. 68:1-68:22, Oct. 2019. (Integrated with ACM/IEEE CODES+ISSS'19)
      35. Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Kam-Yiu Lam, Wei-Hsin Li, and Wei-Kuan Shih, "Enabling Sequential-write-constrained B+-tree Index Scheme to Upgrade Shingled Magnetic Recording Storage Performance," ACM Transactions on Embedded Computing Systems (TECS), vol. 18, no. 5s, pp. 66:1-66:20, Oct. 2019. (Integrated with ACM/IEEE CODES+ISSS'19)
      36. Shuo-Han Chen, Yuan-Hao Chang, Yu-Ming Chang, and Wei-Kuan Shih, "mwJFS: A Multi-Write-Mode Journaling File System for MLC NVRAM Storages," IEEE Transactions on Very Large Scale Integration Systems (TVLSI), vol. 27, no. 9, pp. 2060-2073, Sep. 2019.
      37. Ming-Chang Yang, Yuan-Hao Chang, Fenggang Wu, Tei-Wei Kuo, and David Hung-Chang Du, "On Improving the Write Responsiveness for Host-Aware SMR Drives," IEEE Transactions on Computers (TC), vol. 68, no. 1, pp. 111-124, Jan. 2019.
      38. Yen-Ting Chen, Ming-Chang Yang, Yuan-Hao Chang, Tseng-Yi Chen, Hsin-Wen Wei, and Wei-Kuan Shih, "Co-optimizing Storage Space Utilization and Performance for Key-Value Solid State Drives," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 38, no. 1, pp. 29-42, Jan. 2019.
      39. Shuo-Han Chen, Yen-Ting Chen, Yuan-Hao Chang, Hsin-Wen Wei, and Wei-Kuan Shih, "A Progressive Performance Boosting Strategy for 3D Charge-trap NAND Flash," IEEE Transactions on Very Large Scale Integration Systems (TVLSI), vol. 26, no. 11, pp. 2322-2334, Nov. 2018.
      40. Wei-Chen Wang, Chien-Chung Ho, Yuan-Hao Chang, Tei-Wei Kuo, and Ping-Hsien Lin, "Scrubbing-aware Secure Deletion for 3D NAND Flash," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 37, no. 11, pp. 2790-2801, Nov. 2018. (Integrated with ACM/IEEE CODES+ISSS'18)
      41. Chun-Feng Wu, Ming-Chang Yang, Yuan-Hao Chang, and Tei-Wei Kuo, "Hot-Spot Suppression for Resource-Constrained Image Recognition Devices with Non-Volatile Memory," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 37, no. 11, pp. 2567-2577, Nov. 2018. (Integrated with ACM/IEEE EMSOFT'18)
      42. Tseng-Yi Chen, Yuan-Hao Chang, Yuan-Hung Kuan, Ming-Chang Yang, Yu-Ming Chang, and Pi-Cheng Hsiu, "Enhancing Flash Memory Reliability by Jointly Considering Write-back Pattern and Block Endurance," ACM Transactions on Design Automation of Electronic Systems (TODAES), vol. 23, no. 5, pp. 64:1-64:24, Aug. 2018.
      43. Shuo-Han Chen, Yuan-Hao Chang, Yu-Pei Liang, Hsin-Wen Wei, and Wei-Kuan Shih, "An Erase Efficiency Boosting Strategy for 3D Charge Trap NAND Flash," IEEE Transactions on Computers (TC), vol. 67, no. 9, pp. 1246-1258, Sep. 2018.
      44. Che-Wei Tsao, Yuan-Hao Chang, and Tei-Wei Kuo, "Boosting NVDIMM Performance with a Light-Weight Caching Algorithm," IEEE Transactions on Very Large Scale Integration Systems (TVLSI), vol. 26, no. 8, pp. 1518-1530, Aug. 2018.
      45. Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Chih-Ching Kuo, Ming-Chang Yang, Hsin-Wen Wei, and Wei-Kuan Shih, "wrJFS: A Write-Reduction Journaling File System for Byte-addressable NVRAM," IEEE Transactions on Computers (TC), vol. 67, no. 7, pp. 1023-1038, Jul. 2018.
      46. Chien-Chung Ho, Yu-Ming Chang, Yuan-Hao Chang, and Tei-Wei Kuo, "SLC-Like Programming Scheme for MLC Flash Memory," ACM Transactions on Storage (TOS), vol. 14, no. 1, pp. 11:1-11:26, Mar. 2018.
      47. Shuo-Han Chen, Tseng-Yi Chen, Yuan-Hao Chang, Hsin-Wen Wei, and Wei-Kuan Shih, "UnistorFS: A Union Storage File System Design for Resource Sharing between Memory and Storage on Persistent RAM based Systems," ACM Transactions on Storage (TOS), vol. 14, no. 1, pp. 3:1-3:22, Feb. 2018.
      48. Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Nien-I Hsu, Hsin-Wen Wei, and Wei-Kuan Shih, "On Space Utilization Enhancement of File Systems for Embedded Storage Systems," ACM Transactions on Embedded Computing Systems (TECS), vol. 16, no. 3, pp. 83:1-83:28, Apr. 2017.
      49. Chien-Chung Ho, Yu-Ping Liu, Yuan-Hao Chang, Tei-Wei Kuo, "Anti-wear Leveling Design for SSDs with Hybrid ECC Capability," IEEE Transactions on Very Large Scale Integration Systems (TVLSI), vol. 25, no. 2, pp. 488-501, Feb. 2017.
      50. Yuan-Hung Kuan, Yuan-Hao Chang, Tseng-Yi Chen, Po-Chun Huang, and Kam-Yiu Lam, "Space-Efficient Index Scheme for PCM-based Multiversion Databases in Cyber-Physical Systems," ACM Transactions on Embedded Computing Systems (TECS), vol. 16, no. 1, pp. 21:1-21:26, Oct. 2016.
      51. Ming-Chang Yang, Yuan-Hao Chang, Che-Wei Tsao, and Chung-Yu Liu, "Utilization-aware Self-tuning Design for TLC Flash Storage Devices," IEEE Transactions on Very Large Scale Integration Systems (TVLSI), vol. 24, no. 10, pp. 3132-3144, Oct. 2016.
      52. Ming-Chang Yang, Yuan-Hao Chang, and Tei-Wei Kuo, "Virtual Flash Chips: Reinforcing the Hardware Abstraction Layer to Improve Data Recoverability of Flash Devices," IEEE Transactions on Computers (TC), vol. 65, no. 9, pp. 2872-2883, Sep. 2016.
      53. Ming-Chang Yang, Yuan-Hao Chang, Yuan-Hung Kuan, and Che-Wei Tsao, "Graceful Space Degradation: An Uneven Space Management for Flash Storage Devices," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 35, no. 9, pp. 1425-1434, Sep. 2016.
      54. Sheng-Wei Cheng, Yuan-Hao Chang, Tseng-Yi Chen, Yu-Fen Chang, Hsin-Wen Wei, and Wei-Kuan Shih, "Efficient Warranty-Aware Wear-Leveling for Embedded Systems with PCM Main Memory," IEEE Transactions on Very Large Scale Integration Systems (TVLSI), vol. 24, no. 7, pp. 2535-2547, Jul. 2016.
      55. Ming-Chang Yang, Yuan-Hao Chang, and Che-Wei Tsao, "Byte-addressable Update Scheme to Minimize the Energy Consumption of PCM-based Storage Systems," ACM Transactions on Embedded Computing Systems (TECS), vol. 15, no. 3, pp. 55:1-55:20, Jun. 2016.
      56. Tseng-Yi Chen, Yuan-Hao Chang, Ming-Chang Yang, Yun-Jhu Chen, Hsin-Wen Wei, and Wei-Kuan Shih, "Multi-grained Block Management to Enhance the Space Utilization of File Systems on PCM Storages," IEEE Transactions on Computers (TC), vol. 65, no. 6, pp. 1831-1845, Jun. 2016.
      57. Yu-Ming Chang, Pi-Cheng Hsiu, Yuan-Hao Chang, Chi-Hao Chen, Tei-Wei Kuo, and Cheng-Yuan Michael Wang, "Improving PCM Endurance with a Constant-cost Wear Leveling Design," ACM Transactions on Design Automation of Electronic Systems (TODAES), vol. 22, no. 1, pp. 9:1-9:27, Jun. 2016.
      58. Ming-Chang Yang, Yuan-Hao Chang, Tei-Wei Kuo, and Fu-Hsin Chen, "Reducing Data Migration Overheads of Flash Wear Leveling in a Progressive Way," IEEE Transactions on Very Large Scale Integration Systems (TVLSI), vol. 24, no. 5, pp. 1808-1820, May 2016.
      59. Yu-Ming Chang, Yuan-Hao Chang, Tei-Wei Kuo, Yung-Chun Li, and Hsiang-Pang Li, "Disturbance Relaxation for 3D Flash Memory," IEEE Transactions on Computers (TC), vol. 65, no. 5, pp. 1467-1483, May 2016.
      60. Ming-Chang Yang, Yuan-Hao Chang, Tei-Wei Kuo, and Po-Chun Huang, "Capacity-independent Address Mapping for Flash Storage Devices with Explosively Growing Capacity," IEEE Transactions on Computers (TC), vol. 65, no. 2, pp. 448-465, Feb. 2016.
      61. Che-Wei Tsao, Yuan-Hao Chang, Ming-Chang Yang, and Po-Chun Huang, "Efficient Victim Block Selection for Flash Storage Devices," IEEE Transactions on Computers (TC), vol. 64, no. 12, pp. 3444-3460, Dec. 2015.
      62. Jian-Tao Wang, Kam-Yiu Lam, Yuan-Hao Chang, Jen-Wei Hsieh, and Po-Chun Huang, "Block-based Multi-version B+-Tree for Flash-based Embedded Database Systems," IEEE Transactions on Computers (TC), vol. 64, no. 4, pp. 925-940, April 2015.
      63. Hung-Sheng Chang, Yuan-Hao Chang, Pi-Cheng Hsiu, Tei-Wei Kuo, and Hsiang-Pang Li, "Marching-based Wear Leveling for PCM-based Storage Systems," ACM Transactions on Design Automation of Electronic Systems (TODAES), vol. 20, no. 2, pp. 25:1-25:22, Feb. 2015.
      64. Po-Chun Huang, Yuan-Hao Chang, Kam-Yiu Lam, Jian-Tao Wang, and Chien-Chin Huang, "Garbage Collection for Multiversion Index in Flash-based Embedded Databases," ACM Transactions on Design Automation of Electronic Systems (TODAES), vol. 19, no. 3, pp. 25:1-25:27, Jun. 2014.
      65. Che-Wei Chang, Chuan-Yue Yang, Yuan-Hao Chang, and Tei-Wei Kuo, "Booting Time Minimization for Real-Time Embedded Systems with Non-Volatile Memory," IEEE Transactions on Computers (TC), vol. 63, no. 4, pp. 847-859, April 2014.
      66. Yuan-Hao Chang, Po-Chun Huang, Pei-Han Hsu, Lue-Jane Lee, Tei-Wei Kuo, and David Hung-Chang Du, "Reliability Enhancement of Flash-Memory Storage Systems: An Efficient Version-Based Design," IEEE Transactions on Computers (TC), vol. 62, no. 12, pp. 2503-2515, Dec. 2013.
      67. Yu-Ming Chang, Pi-Cheng Hsiu, Yuan-Hao Chang, and Che-Wei Chang, "A Resource-Driven DVFS Scheme for Smart Handheld Devices," ACM Transactions on Embedded Computing Systems (TECS), vol. 13, no. 3, pp. 53:1-53:22, Dec. 2013.
      68. Po-Chun Huang, Yuan-Hao Chang, and Tei-Wei Kuo, "An Index-Based Management Scheme with Adaptive Caching for Huge-Scale Low-Cost Embedded Flash Storages," ACM Transactions on Design Automation of Electronic Systems (TODAES), vol. 18, no. 4, pp. 56:1-56:26, Oct. 2013.
      69. Yuan-Hao Chang, Ming-Chang Yang, Tei-Wei Kuo, and Ren-Hung Hwang, "A Reliability Enhancement Design under the Flash Translation Layer for Flash-Memory Storage Systems," ACM Transactions on Embedded Computing Systems (TECS), vol. 13, no. 1, pp. 10:1-10:28, Aug. 2013.
      70. Jen-Wei Hsieh, Yuan-Hao Chang, and Yuan-Sheng Chu, "Implementation Strategy for Downgraded Flash-Memory Storage Devices," ACM Transactions on Embedded Computing Systems (TECS), vol. 12, no. 1s, pp. 60:1-60:29, Mar. 2013.
      71. Yuan-Hao Chang, Po-Liang Wu, Tei-Wei Kuo, and Shih-Hao Hung, "An Adaptive File-System-Oriented FTL Mechanism for Flash-Memory Storage Systems," ACM Transactions on Embedded Computing Systems (TECS), vol. 11, no. 1, pp. 9:1-9:19, Mar. 2012.
      72. Yuan-Hao Chang, Cheng-Kang Hsieh, Po-Chun Huang, and Pi-Cheng Hsiu, "A Caching-Oriented Management Design for the Performance Enhancement of Solid-State Drives," ACM Transactions on Storage (TOS), vol. 8, no. 1, pp. 3:1-3:21, Feb. 2012.
      73. Yuan-Hao Chang, Ping-Yi Hsu, Yung-Feng Lu, and Tei-Wei Kuo, "A Driver-Layer Caching Policy for Removable Storage Devices," ACM Transactions on Storage (TOS), vol. 7, no. 1, pp. 1:1-1:23, Jun. 2011.
      74. Yuan-Hao Chang and Tei-Wei Kuo, "A Management Strategy for the Reliability and Performance Improvement of MLC-based Flash-memory Storage Systems," IEEE Transactions on Computers (TC), vol. 60, no. 3, pp. 305-320, Mar. 2011.
      75. Yuan-Hao Chang, Jian-Hong Lin, Jen-Wei Hsieh, and Tei-Wei Kuo, "A Strategy to Emulate NOR Flash with NAND Flash," ACM Transactions on Storage (TOS), vol. 6, no. 2, pp. 5:1-5:23, Jul. 2010.
      76. Yuan-Hao Chang, Jen-Wei Hsieh, and Tei-Wei Kuo, "Improving Flash Wear-Leveling by Proactively Moving Static Data," IEEE Transactions on Computers (TC), vol. 59, no. 1, pp. 53-65, Jan. 2010.

      Conference Papers (Ranking based on "Conference Ranks", "CSRankings", and "CORE Ranking")
      1. Yi Syuan Lin, Yu-Pei Liang, Yu-Shan Yen, Yen-Ting Chang, Wei-Kuan Shih, and Yuan-Hao Chang, "Adaptive Mode-Switching for Write-amplification Reduction of SMR Disks," IEEE International SoC Conference (ISOCC), Jeju Island, Korea, Oct. 25-28, 2023.
      2. Chih-Ting Lo, Yun-Chih Chen, Yuan-Hao Chang, and Tei-Wei Kuo, "HAPIC: a Scalable, Lightweight and Reactive Cache for Persistent-Memory-based Index," ACM/IEEE International Conference on Computer-Aided Design (ICCAD), San Francisco, California, USA, Oct. 29 - Nov. 2, 2023. (Top Conference)
      3. Shu-Ting Cheng, Wen Sheng Lim, Chia-Heng Tu and Yuan-Hao Chang, "TRAIN: A Reinforcement Learning Based Timing-Aware Neural Inference on Intermittent Systems," ACM/IEEE International Conference on Computer-Aided Design (ICCAD), San Francisco, California, USA, Oct. 29 - Nov. 2, 2023. (Top Conference)
      4. Kai-Ting Weng, Yun-Shan Hsieh, Yen-Ting Chen, Yu-Pei Liang, Yuan-Hao Chang, Po-Chun Huang, and Wei-Kuan Shih, "HF-Dedupe: Hierarchical Fingerprint Scheme for High Efficiency Data Deduplication on Flash-based Storage Systems," ACM/IEEE International Conference on Computer-Aided Design (ICCAD), San Francisco, California, USA, Oct. 29 - Nov. 2, 2023. (Top Conference)
      5. Yi-Han Lien, Yen-Ting Chen, Yuan-Hao Chang, Yu-Pei Liang, and Wei-Kuan Shih, "FSIMR: File-system-aware Data Management for Interlaced Magnetic Recording," ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), Germany, Sep. 17-22, 2023. (Journal Track, Integrated with ACM TECS) (Top Conference)
      6. Shin-Ting Wu, Liang-Chi Chen, Po-Chun Huang, Yuan-Hao Chang, Chien-Chung Ho, and Wei-Kuan Shih, "WARM-tree: Making Quadtrees Write-efficient and Space-economic on Persistent Memories," ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), Germany, Sep. 17-22, 2023. (Journal Track, Integrated with ACM TECS) (Top Conference)
      7. Wei-Chen Wang, Chien-Chung Ho, Yuan-Hao Chang, Tei-Wei Kuo, and Yu-Ming Chang, "Retention Leveling: Leverage Retention Refreshing and Wear Leveling Techniques to Enhance Flash Reliability with the Awareness of Temperature," IEEE Nonvolatile Memory Systems and Applications Symposium (NVMSA), Niigata, Taiwan, Aug. 30 - Sep. 1, 2023.
      8. Shih-Chun Chou, Yi-Shen Chen, Ping-Xiang Chen, Yuan-Hao Chang, Ming-Chang Yang, Tei-Wei Kuo, Yu-Fang Chen, and Yu-Ming Chang, "FSD: File-related Secure Deletion to Prolong the Lifetime of Solid-State Drives," IEEE Nonvolatile Memory Systems and Applications Symposium (NVMSA), Niigata, Taiwan, Aug. 30 - Sep. 1, 2023.
      9. Tsung-Yen Hsu, Yi-Shen Chen, Yun-Chih Chen, Yuan-Hao Chang, and Tei-Wei Kuo, "REFROM: Responsive, Energy-efficient Frame Rendering for Mobile Devices," ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), Vienna, Austria, Aug. 7-8, 2023. (Top Conference)
      10. Yu-Shao Lai, Shuo-Han Chen, and Yuan-Hao Chang, "Enabling Highly-Efficient DNA Sequence Mapping via ReRAM-based TCAM," ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), Vienna, Austria, Aug. 7-8, 2023. (Top Conference)
      11. Yong-Cheng Liao, Shuo-Han Chen, Yuan-Hao Chang, and Yu-Pei Liang, "Sky-NN: Enabling Efficient Neural Network Data Processing with Skyrmion Racetrack Memory," ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), Vienna, Austria, Aug. 7-8, 2023. (Top Conference)
      12. Shiwu Lo, Han-Ting Lin, Yaohong Xie, Zhaoting Lin, Yu-Hsueh Fang, Jingshen Lin, Jim Huang, Kam Yiu Lam, and Yuan-Hao Chang, "RON: One-Way Circular Shortest Routing to Achieve Efficient and Bounded-waiting Spinlocks," USENIX Symposium on Operating Systems Design and Implementation (OSDI), Boston, MA, USA, Jul. 10-12, 2023. (Acceptance rate: 19.6% (50/255)) (Top Conference)
      13. Liang-Chi Chen, Chien-Chung Ho, and Yuan-Hao Chang, "UpPipe: A Novel Pipeline Management on In-Memory Processors for RNA-seq Quantification," ACM/IEEE Design Automation Conference (DAC), San Francisco, CA, USA, Jul. 9-13, 2023. (Acceptance rate: 23%) (Top Conference)
      14. Zheng-Wei Wu, Yun-Chih Chen, Yuan-Hao Chang, and Tei-Wei Kuo, "APP: Enabling Soft Real-time Execution on Densely-populated Hybrid Memory Systems," ACM/IEEE Design Automation Conference (DAC), San Francisco, CA, USA, Jul. 9-13, 2023. (Acceptance rate: 23%) (Top Conference)
      15. Chieh-Lin Tsai, Chun-Feng Wu, Yuan-Hao Chang, Han-Wen Hu, Yung-Chun Lee, Hsiang-Pang Li, and Tei-Wei Kuo, "A Digital 3D TCAM Accelerator for the Inference Phase of Random Forest," ACM/IEEE Design Automation Conference (DAC), San Francisco, CA, USA, Jul. 9-13, 2023. (Acceptance rate: 23%) (Top Conference)
      16. Hao-Jan Huang, Wen Sheng Lim, Chia-Heng Tu, Chun-Feng Wu, and Yuan-Hao Chang, "Data Freshness Optimization on Networked Intermittent Systems," ACM/IEEE Design, Automation and Test in Europe (DATE), Antwerp, Belgium, Apr. 17-19, 2023.
      17. Syue-Wei Lu, Shuo-Han Chen, Yu-Pei Liang, Yuan-Hao Chang, Kang Wang, Tseng-Yi Chen, and Wei-Kuan Shih, "Skyrmion Vault: Maximizing Skyrmion Lifespan for Enabling Low-Power Skyrmion Racetrack Memory," ACM/IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), Tokyo, Japan, Jan. 16-19, 2023.
      18. Wei Cheng, Chun-Feng Wu, Yuan-Hao Chang, and Ing-Chao Lin, "GraphRC: Accelerating Graph Processing on Dual-addressing Memory with Vertex Merging," ACM/IEEE International Conference on Computer-Aided Design (ICCAD), San Diego, California, USA, Oct. 30 - Nov. 3, 2022. (Acceptance rate: 22.5%(132/586)) (Top Conference)
      19. Yu-Cheng Lin, Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, and Wei-Kuan Shih, "On Minimizing the Read Latency of Flash Memory to Preserve Inter-tree Locality in Random Forest," ACM/IEEE International Conference on Computer-Aided Design (ICCAD), San Diego, California, USA, Oct. 30 - Nov. 3, 2022. (Acceptance rate: 22.5%(132/586)) (Top Conference)
      20. Cheng-Yuan Wang, Yao-Wen Chang, and Yuan-Hao Chang, "SGIRR: Sparse Graph Index Remapping for ReRAM Crossbar Operation Unit and Power Optimization," ACM/IEEE International Conference on Computer-Aided Design (ICCAD), San Diego, California, USA, Oct. 30 - Nov. 3, 2022. (Acceptance rate: 22.5%(132/586)) (Top Conference)
      21. Han-Wen Hu, Wei-Chen Wang, Yuan-Hao Chang, Yung-Chun Lee, Bo-Rong Lin, Huai-Mu Wang, Chong-Ying Lee, Yu-Ming Huang, Yen-Po Lin, Tzu-Hsiang Su, Chih-Chang Hsieh, Chia-Ming Hu, Yi-Ting Lai, Chung-Kuang Chen, Han-Sung Chen, Hsiang-Pang Li, Tei-Wei Kuo, Keh-Chung Wang, Meng-Fan Chang, Chun-Hsiung Hung, and Chih-Yuan Lu, "ICE: An Intelligent Cognition Engine with 3D NAND-based In-Memory Computing for Vector Similarity Search Acceleration," ACM/IEEE International Symposium on Microarchitecture (MICRO), Chiago, Illinois, USA, Oct. 1-5, 2022. (Top Conference)
      22. Yin-Chiuan Chen, Chun-Feng Wu, Yuan-Hao Chang, and Tei-Wei Kuo, "Exploring Synchronous Page Fault Handling," ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), Hybrid-Shanghai, Oct. 7-14, 2022. (Journal Track, Integrated with IEEE TCAD) (Acceptance rate: 17.4%(31/178)) (Best Paper Award (1/178) - Top Conference)
      23. Dharamjeet, Yi-Shen Chen, Tseng-Yi Chen, Yuan-Hung Kuan, and Yuan-Hao Chang, "LLSM: A Lifetime-Aware Wear-Leveling for LSM-Tree on NAND Flash Memory," ACM/IEEE International Conference on Compilers, Architecture, and Synthesis for Embedded Systems (CASES), Hybrid-Shanghai, China, Oct. 7-14, 2022. (Journal Track, Integrated with IEEE TCAD) (Top Conference)
      24. Hung-Yu Lin, Yu-Pei Liang, Shuo-Han Chen, Yuan-Hao Chang, Tseng-Yi Chen, and Wei-Kuan Shih, "Minimizing Age-of-Information of NVRAM-based Intermittent Systems," IEEE Nonvolatile Memory Systems and Applications Symposium (NVMSA), Taipei, Taiwan, Aug. 23-25, 2022.
      25. Liang-Chi Chen, Shu-Qi Yu, Chien-Chung Ho, Yuan-Hao Chang, Da-Wei Chang, Wei-Chen Wang, and Yu-Ming Chang, "RNA-seq Quantification on Processing in memory Architecture: Observation and Characterization," IEEE Nonvolatile Memory Systems and Applications Symposium (NVMSA), Taipei, Taiwan, Aug. 23-25, 2022.
      26. Yen-Ting Chen, Han-Xiang Liu, Yuan-Hao Chang, Yu-Pei Liang, and Wei-Kuan Shih, "SACS: A Self-Adaptive Checkpointing Strategy for Microkernel-Based Intermittent Systems" ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), Boston, MA, USA, Aug. 1-3, 2022. (Best Paper Nomination - Top Conference)
      27. Yi-Shen Chen, Yuan-Hao Chang, and Tei-Wei Kuo, "Drift-tolerant Coding to Enhance the Energy Efficiency of Multi-Level-Cell Phase-Change Memory" ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), Boston, MA, USA, Aug. 1-3, 2022. (Top Conference)
      28. Ya-Hui Yang, Shuo-Han Chen, and Yuan-Hao Chang, "Evolving Skyrmion Racetrack Memory as Energy-Efficient Last-Level Cache Devices" ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), Boston, MA, USA, Aug. 1-3, 2022. (Top Conference)
      29. Yu-Ming Chang, Chien-Chung Ho, Che-Wei Tsao, Shu-Hsien Liao, Wei-Chen Wang, Tei-Wei Kuo, and Yuan-Hao Chang, "On Enduring More Data Through Enabling Page Rewrite Capability on Multi-level-cell Flash Memory," ACM Symposium on Applied Computing (SAC), Virtual Conference, Apr. 25-29, 2022.
      30. Han Wen Hu, Wei-Chen Wang, Chung-Kuang Chen, Yung-Chun Lee, Bo-Rong Lin, Huai-Mu Wang, Yen-Bo Lin, Yu-Chao Lin, Chih-Chang Hsieh, Chia-Ming Hu, Yi-Ting Lai, Yuan-Hao Chang, Hsiang-Pang Li, Han-Sung Chen, Tei-Wei Kuo, Keh-Chung Wang, Meng-Fan Chang, Chun-Hsiung Hung, and Chih-Yuan Lu, "A 512Gb In-Memory-Computing 3D NAND Flash Supporting Similar Vector Matching Operations on AI Edge Devices," IEEE International Solid-State Circuits Conference (ISSCC), San Francisco, California, USA, Feb. 20-24, 2022. (Top Conference)
      31. Yun-Chih Chen, Chun-Feng Wu, Yuan-Hao Chang, and Tei-Wei Kuo, "Reptail: Cutting Storage Tail Latency with Inherent Redundancy," ACM/IEEE Design Automation Conference (DAC), San Francisco, CA, USA, Dec. 5-9, 2021. (Acceptance rate: 23%) (Top Conference)
      32. Tse-Yuan Wang, Chun-Feng Wu, Che-Wei Tsao, Yuan-Hao Chang, and Tei-Wei Kuo, "Scheduling-Aware Prefetching: Enabling the PCIe SSD to Extent the Global Memory of GPU Device," IEEE Nonvolatile Memory Systems and Applications Symposium (NVMSA), Virtual Conference, Aug. 18-20, 2021.
      33. Ting-Hsuan Lo, Chun-Feng Wu, Yuan-Hao Chang, Tei-Wei Kuo, and Wei-Chen Wang, "Space-efficient Graph Data Placement to Save Energy of ReRAM Crossbar," ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), Virtual Conference, Jul. 26-28, 2021. (Top Conference)
      34. Yu-Pei Liang, Yu-Ting Fang, Shuo-Han Chen, Tseng-Yi Chen, Yen-Ting Chen, Wei-Lin Wang, Wei-Kuan Shih, and Yuan-Hao Chang, "Brief Industry Paper: An Energy-Reduction On-Chip Memory Management for Intermittent Systems," IEEE Real-time and Embedded Technology and Application Symposium (RTAS), Virtual Conference, May 18-21, 2021. (Top Conference)
      35. Camelia Slimani, Chun-Feng Wu, Yuan-Hao Chang, Stephane Rubini, and Jalil Boukhobza, "RaFIO: A Random Forest I/O-Aware Algorithm," ACM Symposium on Applied Computing (SAC), Gwangju, South Korea, Mar. 22-26, 2021.
      36. Hsiang-Yun Cheng, Chun-Feng Wu, Christian Hakert, Kuan-Hsun Chen, Yuan-Hao Chang, Jian-Jia Chen, Chia-Lin Yang, and Tei-Wei Kuo, "Future Computing Platform Design: A Cross-Layer Design Approach," ACM/IEEE Design, Automation and Test in Europe (DATE), Virtual Conference, Feb. 1-5, 2021.
      37. Ping-Xiang Chen, Shuo-Han Chen, Yuan-Hao Chang, Yu-Pei Liang, and Wei-Kuan Shih, "Facilitating the Efficiency of Secure File Data and Metadata Deletion on SMR-based Ext4 File System," ACM/IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), Tokyo, Japan, Jan. 18-21, 2021.
      38. Yi-Shen Chen, Chun-Feng Wu, Yuan-Hao Chang, and Tei-Wei Kuo, "A Write-friendly Arithmetic Coding Scheme for Achieving Energy-Efficient Non-Volatile Memory Systems," ACM/IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), Tokyo, Japan, Jan. 18-21, 2021.
      39. Gaddisa Olani Ganfure, Chun-Feng Wu, Yuan-Hao Chang, and Wei-Kuan Shih, "DeepGuard: Deep Generative User-behavior Analytics for Ransomware Detection," IEEE International Conference on Intelligence and Security Informatics (ISI), Nov. 9-10, 2020.
      40. Yun-Sheng Chang, Yao Hsiao, Tzu-Chi Lin, Che-Wei Tsao, Chun-Feng Wu, Yuan-Hao Chang, Hsiang-Shang Ko, and Yu-Fang Chen, "Determinizing Crash Behavior with a Verified Snapshot-Consistent Flash Translation Layer" USENIX Symposium on Operating Systems Design and Implementation (OSDI), Banff, Alberta, Canada, Nov. 4-6, 2020. (Acceptance rate: 17.6% (70/398)) (Top Conference)
      41. Yu-Chen Lin, Tse-Yuan Wang, Che-Wei Tsao, Yuan-Hao Chang, Jian-Jia Chen, Xue Liu, and Tei-Wei Kuo, "Overheating-Avoidance Remapping Scheme for Reliability Enhancement of 3D PCM Storage Systems," ACM International Conference on Research in Adaptive and Convergent Systems (RACS), Gwangju, Korea, Oct. 13-16, 2020.
      42. Gaddisa Olani Ganfure, Chun-Feng Wu, Yuan-Hao Chang, and Wei-Kuan Shih, "DeepPrefetcher: A Deep Learning Framework for Data Prefetching in Flash Storage Devices," ACM/IEEE International Conference on Compilers, Architecture, and Synthesis for Embedded Systems (CASES), Germany, Sep. 20-25, 2020. (Journal Track, Integrated with IEEE TCAD) (Top Conference)
      43. Yun-Shan Hsieh, Po-Chun Huang, Ping-Xiang Chen, Yuan-Hao Chang, Wang Kang, Ming-Chang Yang, and Wei-Kuan Shih, "Shift-limited Sort: Optimizing Sorting Performance on Skyrmion Memory based Systems," ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), Germany, Sep. 20-25, 2020. (Journal Track, Integrated with IEEE TCAD) (Acceptance rate: 21.9%(28/128)) (Top Conference)
      44. Chun-Feng Wu, Yuan-Hao Chang, Ming-Chang Yang, and Tei-Wei Kuo, "When Storage Response Time Catches Up with Overall Context Switch Overhead, What is Next?," ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), Germany, Sep. 20-25, 2020. (Journal Track, Integrated with IEEE TCAD) (Acceptance rate: 21.9%(28/128)) (Top Conference)
      45. Yao-Wen Kang, Chun-Feng Wu, Yuan-Hao Chang, Tei-Wei Kuo, and Shu-Yin Ho, "On Minimizing Analog Variation Errors to Resolve the Scalability Issue of ReRAM-based Crossbar Accelerator," ACM/IEEE International Conference on Embedded Software (EMSOFT), Germany, Sep. 20-25, 2020. (Journal Track, Integrated with IEEE TCAD) (Top Conference)
      46. Yueh-Han Wu, Tse-Yuan Wang, Yuan-Hao Chang, Tei-Wei Kuo, and Hung-Sheng Chang, "A Kernel Unfolding Approach to Trade Data Movement with Computation Power for CNN Acceleration," IEEE Nonvolatile Memory Systems and Applications Symposium (NVMSA), Korea, Aug. 19-21, 2020.
      47. Christian Hakert, Kuan-Hsun Chen, Simon Kuenzer, Sharan Santhanam, Shuo-Han Chen, Yuan-Hao Chang, Felipe Huici, and Jian-Jia Chen, "Split'n Trace NVM: Leveraging Library OSes for Semantic Memory Tracing," IEEE Nonvolatile Memory Systems and Applications Symposium (NVMSA), Korea, Aug. 19-21, 2020.
      48. Wei-Chun Cheng, Shuo-Han Chen, Yuan-Hao Chang, Kuan-Hsun Chen, Jian-Jia Chen, Tseng-Yi Chen, Ming-Chang Yang, and Wei-Kuan Shih, "Alleviating the Uneven Bit-Level Wearing of NVRAM-based FTL via NAND-SPIN," IEEE Nonvolatile Memory Systems and Applications Symposium (NVMSA), Korea, Aug. 19-21, 2020.
      49. Tseng-Yi Chen, Yuan-Hao Chang, Ming-Chang Yang, and Huang-Wei Chen, "How to Cultivate a Green Decision Tree without Loss of Accuracy?" ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), Boston, MA, USA, Aug. 10-12, 2020. (Acceptance rate: 24.3%) (Best Paper Award - Top Conference)
      50. Wei-Lin Wang, Tseng-Yi Chen, Yuan-Hao Chang, Hsin-Wen Wei, and Wei-Kuan Shih, "How to Cut Out Expired Data with Nearly Zero Overhead for Solid-State Drives," ACM/IEEE Design Automation Conference (DAC), San Francisco, CA, USA, Jul. 19-23, 2020. (Acceptance rate: 23%(228/984)) (Top Conference)
      51. Aditya Chakraborty, Akshay Pawar, Hojoung Jang, Shunqiao Huang, Sripath Mishra, Shuo-Han Chen, Yuan-Hao Chang, George K. Thiruvathukal, and Yung-Hsiang Lu, "A Real-Time Feature Indexing System on Live Video Streams," IEEE Computer Software and Applications Conference (COMPSAC), Madrid, Spain, Jul. 13-17, 2020.
      52. Shuo-Han Chen, Yu-Pei Liang, Yuan-Hao Chang, Yun-Fei Liu, Chun-Feng Wu, Hsin-Wen Wei, and Wei-Kuan Shih, "Reinforcing the Energy Efficiency of Cyber-Physical Systems via Direct and Split Cache Consolidation on MLC STT-RAM," ACM Symposium on Applied Computing (SAC), Brno, Czech Republic, Mar. 30 - Apr. 3, 2020.
      53. Wei-Chen Wang, Chien-Chung Ho, Yu-Ming Chang, and Yuan-Hao Chang, "Challenges and Designs for Secure Deletion in Storage Systems," IEEE International Conference on Computing, Analytics and Networks (ICAN), Chiayi, Taiwan, Feb. 7-8, 2020.
      54. Yen-Ting Chen, Ming-Chang Yang, Yuan-Hao Chang, and Wei-Kuan Shih, "Parallel-Log-Single-Compaction-Tree: Flash-Friendly Two-Level Key-Value Management in KVSSDs," ACM/IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), Beijing, China, Jan. 13-16, 2020.
      55. Shuo-Han Chen, Yu-Pei Liang, Yuan-Hao Chang, Hsin-Wen Wei and Wei-Kuan Shih, "Boosting the Profitability of NVRAM-based Storage Devices via the Concept of Dual-Chunking Data Deduplication," ACM/IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), Beijing, China, Jan. 13-16, 2020.
      56. Wei-Chen Wang, Ping-Hsien Lin, Yung-Chun Li, Chien-Chung Ho, Yu-Ming Chang, and Yuan-Hao Chang, "Toward Instantaneous Sanitization through Disturbance-induced Errors and Recycling Programming over 3D Flash Memory," ACM/IEEE International Conference on Computer-Aided Design (ICCAD), Westminster, CO, USA, Nov. 4-7, 2019. (Acceptance rate: 23.8%(94/394)) (Top Conference)
      57. Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Kam-Yiu Lam, Wei-Hsin Li, and Wei-Kuan Shih, "Enabling Sequential-write-constrained B+-tree Index Scheme to Upgrade Shingled Magnetic Recording Storage Performance," ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), New York, NY, USA, Oct. 13-18, 2019. (Journal Track, Integrated with ACM TECS) (Top Conference)
      58. Wei-Chen Wang, Yuan-Hao Chang, Tei-Wei Kuo, Chien-Chung Ho, Yu-Ming Chang, and Hung-Sheng Chang, "Achieving Lossless Accuracy with Lossy Programming for Efficient Neural-Network Training on NVM-Based Systems," ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), New York, NY, USA, Oct. 13-18, 2019. (Journal Track, Integrated with ACM TECS) (Best Paper Award - Top Conference)
      59. Yu Ting Ho, Chun-Feng Wu, Ming-Chang Yang, Tseng-Yi Chen, and Yuan-Hao Chang, "Replanting Your Forest: NVM-friendly Bagging Strategy for Random Forest," IEEE Nonvolatile Memory Systems and Applications Symposium (NVMSA), Hangzhou, China, Aug. 18-21, 2019. (Best Paper Award)
      60. Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Pei-Yu Chen, and Wei-Kuan Shih, "Rethinking Last-level-cache Write-back Strategy for MLC STT-RAM Main Memory with Asymmetric Write Energy," ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), Lausanne, Switzerland, Jul. 29-31, 2019. (Top Conference)
      61. Shuo-Han Chen, Ming-Chang Yang, and Yuan-Hao Chang, "The Best of Both Worlds: On Exploiting Bit-Alterable NAND Flash for Lifetime and Read Performance Optimization," ACM/IEEE Design Automation Conference (DAC), Las Vegas, Nevada, USA, Jun. 2-6, 2019. (Top Conference)
      62. Shuo-Han Chen, Ming-Chang Yang, Yuan-Hao Chang, and Chun-Feng Wu, "Enabling File-Oriented Fast Secure Deletion on Shingled Magnetic Recording Drives," ACM/IEEE Design Automation Conference (DAC), Las Vegas, Nevada, USA, Jun. 2-6, 2019. (Top Conference)
      63. Shuo-Han Chen, Yong-Ching Lin, Yuan-Hao Chang, Ming-Chang Yang, Tseng-Yi Chen, Hsin-Wen Wei, and Wei-Kuan Shih, "A New Sequential-Write-Constrained Cache Management to Mitigate Write Amplification for SMR Drives," ACM Symposium on Applied Computing (SAC), Limassol, Cyprus, Apr. 8-12, 2019.
      64. Tei-Wei Kuo, Jian-Jia Chen, Yuan-Hao Chang, and Pi-Cheng Hsiu, "Real-Time Computing and the Evolution of Embedded System Designs," IEEE Real-Time Systems Symposium (RTSS), Nashville, Tenessee, USA, Dec. 11-14, 2018. (Top Conference)
      65. Ping-Hsien Lin, Yu-Ming Chang, Yung-Chun Li, Wei-Chen Wang, Chien-Chung Ho, and Yuan-Hao Chang, "Achieving Fast Sanitization with Zero Live Data Copy for MLC Flash Memory," ACM/IEEE International Conference on Computer-Aided Design (ICCAD), San Diego, California, USA, Nov. 5-8, 2018. (Top Conference)
      66. Wei-Chen Wang, Chien-Chung Ho, Yuan-Hao Chang, Tei-Wei Kuo, and Ping-Hsien Lin, "Scrubbing-aware Secure Deletion for 3D NAND Flash," ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), Torino, Italy, Sep. 30 - Oct. 5, 2018. (Journal Track, Integrated with IEEE TCAD) (Top Conference)
      67. Chun-Feng Wu, Ming-Chang Yang, Yuan-Hao Chang, and Tei-Wei Kuo, "Hot-Spot Suppression for Resource-Constrained Image Recognition Devices with Non-Volatile Memory," ACM/IEEE International Conference on Embedded Software (EMSOFT), Torino, Italy, Sep. 30 - Oct. 5, 2018. (Journal Track, Integrated with IEEE TCAD) (Top Conference)
      68. Yi-Ling Lin, Ming-Chang Yang, Yuan-Hao Chang, Che-Wei Chang, and Shuo-Han Chen, "On Harmonizing Data Lifetime and Block Retention Time for Flash Devices," IEEE Nonvolatile Memory Systems and Applications Symposium (NVMSA), Hakodate, Japan, Aug. 28-31, 2018.
      69. Chien-Chung Ho, Yung-Chun Li, Ping-Hsien Lin, Wei-Chen Wang, and Yuan-Hao Chang, "A Stride-away Programming Scheme to Resolve Crash Recoverability and Data Readability Issues of Multi-level-cell Flash Memory," IEEE Nonvolatile Memory Systems and Applications Symposium (NVMSA), Hakodate, Japan, Aug. 28-31, 2018.
      70. Shuo-Han Chen, Yuan-Hao Chang, Tseng-Yi Chen, Yu-Ming Chang, Pei-Wen Hsiao, Hsin-Wen Wei, and Wei-Kuan Shih, "Enhancing the Energy Efficiency of Journaling File System via Exploiting Multi-Write Modes on MLC NVRAM," ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), Bellevue, USA, Jul. 23-25, 2018. (Top Conference)
      71. Chien-Chung Ho, Yung-Chun Li, Yuan-Hao Chang, and Yu-Ming Chang, "Achieving Defect-Free Multilevel 3D Flash Memory with One-Shot Program Design," ACM/IEEE Design Automation Conference (DAC), San Francisco, USA, Jun. 24-28, 2018. (Top Conference)
      72. Chun-Feng Wu, Ming-Chang Yang, and Yuan-Hao Chang, "Improving Runtime Performance of Deduplication System with Host-Managed SMR Storage Drives," ACM/IEEE Design Automation Conference (DAC), San Francisco, USA, Jun. 24-28, 2018. (Top Conference)
      73. Shuo-Han Chen, Tseng-Yi Chen, Yuan-Hao Chang, Hsin-Wen Wei, and Wei-Kuan Shih, "Enabling Union Page Cache to Boost File Access Performance of NVRAM-Based Storage Devices," ACM/IEEE Design Automation Conference (DAC), San Francisco, USA, Jun. 24-28, 2018. (Top Conference)
      74. Wei-Lin Wang, Tseng-Yi Chen, Yuan-Hao Chang, Hsin-Wen Wei, and Wei-Kuan Shih, "Minimizing Write Amplification to Enhance Lifetime of Large-page Flash-Memory Storage Devices," ACM/IEEE Design Automation Conference (DAC), San Francisco, USA, Jun. 24-28, 2018. (Top Conference)
      75. Kun-Cheng Hsu, Che-Wei Tsao, Yuan-Hao Chang, Tei-Wei Kuo, and Yu-Ming Huang, "Proactive Channel Adjustment to Improve Polar Code Capability for Flash Storage Devices," ACM/IEEE Design Automation Conference (DAC), San Francisco, California, USA, Jun 24-28, 2018.(Top Conference)
      76. Po-Chun Huang, Yuan-Hao Chang, Tseng-Yi Chen, Chia-Heng Tu, Chun Chen, Wei-Kuan Shih, and Hsin-Wen Wei, "Performance Optimization of Heterogeneous Cloud Storage with Bandwidth and Capacity Considerations," ACM Symposium on Applied Computing (SAC), Pau, France, Apr. 9-13, 2018.
      77. Chin-Chiang Pan, Chien-Chung Ho, Yuan-Hao Chang, Tei-Wei Kuo, Yu-Ming Chang, and Ming-Chang Yang, "Boosting the Performance with a Data-backup-free Programming Scheme for TLC-based SSDs," ACM Symposium on Applied Computing (SAC), Pau, France, Apr. 9-13, 2018.
      78. Tse-Yuan Wang, Che-Wei Tsao, Yuan-Hao Chang, Tei-Wei Kuo, and Hsiang-Pang Li, "A Partnership-Based Approach to Minimize the Maximal Response Time of Flash-Memory Storage Systems," ACM Symposium on Applied Computing (SAC), Pau, France, Apr. 9-13, 2018.
      79. Chieh-Fu Chang, Che-Wei Chang, Yuan-Hao Chang, and Ming-Chang Yang, "Rethinking Self-balancing Binary Search Tree over Phase Change Memory with Write Asymmetry," ACM/IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), Jeju Island, Korea, Jan. 22-25, 2018.
      80. Ming-Chang Yang, Yuan-Hao Chang, Fenggang Wu, Tei-Wei Kuo, and David Hung-Chang Du, "Virtual Persistent Cache: Remedy the Long Latency Behavior of Host-Aware Shingled Magnetic Recording Drives," ACM/IEEE International Conference on Computer-Aided Design (ICCAD), Irvine, California, USA, Nov. 13-16, 2017. (Top Conference)
      81. Che-Wei Tsao, Yuan-Hao Chang, Tei-Wei Kuo, and Shau-Yin Tseng, "Distillation: A Light-Weight Data Separation Design to Boost Performance of NVDIMM Main Memory," IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), Hsinchu, Taiwan, Aug. 16-18, 2017.
      82. Li-Zheng Liang, Ming-Chang Yang, Yuan-Hao Chang, Tseng-Yi Chen, Shuo-Han Chen, Hsin-Wen Wei, and Wei-Kuan Shih, "xB+-Tree: Access-Pattern-Aware Cache-Line-Based Tree for Non-Volatile Main Memory Architecture," IEEE Computer Software and Applications Conference (COMPSAC), Torino, Italy, Jul. 4-8, 2017.
      83. Tseng-Yi Chen, Yuan-Hao Chang, Yuan-Hung Kuan, and Yu-Ming Chang, "VirtualGC: Enabling Erase-free Garbage Collection to Upgrade the Performance of Rewritable SLC NAND Flash Memory," ACM/IEEE Design Automation Conference (DAC), Austin, Texas, USA, Jun. 18-22, 2017. (Top Conference)
      84. Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Chih-Ching Kuo, Ming-Chang Yang, Hsin-Wen Wei, and Wei-Kuan Shih, "Enabling Write-Reduction Strategy for Journaling File Systems over Byte-addressable NVRAM," ACM/IEEE Design Automation Conference (DAC), Austin, Texas, USA, Jun. 18-22, 2017. (Top Conference)
      85. Tseng-Yi Chen, Yuan-Hao Chang, Yuan-Hung Kuan, Ming-Chang Yang, Yu-Ming Chang, and Pi-Cheng Hsiu, "A Pattern-aware Write Strategy to Enhance the Reliability of Flash-Memory Storage Systems," ACM Symposium on Applied Computing (SAC), Marrakesh, Morocco, Apr. 3-6, 2017.
      86. Yen-Ting Chen, Ming-Chang Yang, Yuan-Hao Chang, Tseng-Yi Chen, Hsin-Wen Wei, and Wei-Kuan Shih, "KVFTL: Optimization of Storage Space Utilization for Key-Value-Specific Flash Storage Devices," ACM/IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), Chiba/Tokyo, Japan, Jan. 16-19, 2017.
      87. Chi-Sheng Shih, Pi-Cheng Hsiu, Yuan-Hao Chang, Tei-Wei Kuo, "Framework Designs to Enhance Reliable and Timely Services of Disaster Management Systems," ACM/IEEE International Conference on Computer-Aided Design (ICCAD), Austin, Texas, USA, Nov. 7-10, 2016. (Top Conference)
      88. Yu-Ming Chang, Yuan-Hao Chang, Hsiu-Chang Chen, and Tei-Wei Kuo, "Enabling Hybrid PCM Memory System with Inherent Memory Management," ACM International Conference on Research in Adaptive and Convergent Systems (RACS), Odense, Denmark, Oct. 11-14, 2016.
      89. Hung-Sheng Chang, Yuan-Hao Chang, Tei-Wei Kuo, Yu-Ming Chang, and Hsiang-Pang Li, "A Disturbance-aware Sub-Block Design to Improve Reliability of 3D MLC Flash Memory," ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), Pittsburgh, Pennsylvania, USA, Oct. 2-7, 2016. (Top Conference)
      90. Hsin-Yu Chang, Chien-Chung Ho, Yuan-Hao Chang, Yu-Ming Chang, and Tei-Wei Kuo, "How to Enable Software Isolation and Boost System Performance with Sub-block Erase over 3D Flash Memory," ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), Pittsburgh, Pennsylvania, USA, Oct. 2-7, 2016. (Top Conference)
      91. Yu-Ming Chang, Yung-Chun Li, Ping-Hsien Lin, Hsiang-Pang Li, and Yuan-Hao Chang, "Realizing Erase-free SLC Flash Memory with Rewritable Programming Design," ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), Pittsburgh, Pennsylvania, USA, Oct. 2-7, 2016. (Top Conference)
      92. Hung-Sheng Chang, Yuan-Hao Chang, Yuan-Hung Kuan, Xiang-Zhi Huang, Tei-Wei Kuo, and Hsiang-Pang Li, "Pattern-Aware Write-Back Strategy to Minimize Energy Consumption of PCM-based Storage Systems," IEEE Nonvolatile Memory Systems and Applications Symposium (NVMSA), Daegu, Korea, Aug. 17-19, 2016.
      93. Tseng-Yi Chen, Yuan-Hao Chang, Chien-Chung Ho, and Shuo-Han Chen, "Enabling Sub-blocks Erase Management to Boost the Performance of 3D NAND Flash Memory," ACM/IEEE Design Automation Conference (DAC), Austin, Texas, USA, Jun. 5-9, 2016. (Best Paper Nomination (16/674) - Top Conference)
      94. Shih-Chun Chou, Yuan-Hao Chang, Yuan-Hung Kuan, Po-Chun Huang, and Che-Wei Tsao, "Multi-version Checkpointing for Flash File Systems," ACM/IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), Macao, China, Jan. 25-28, 2016. (Best Paper Nomination)
      95. Wei-Lin Wang, Yuan-Hao Chang, Po-Chun Huang, Chia-Heng Tu, Hsin-Wen Wei, and Wei-Kuan Shih, "Relay-based Key Management to Support Secure Deletion for Resource-Constrained Flash-Memory Storage Devices," ACM/IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), Macao, China, Jan. 25-28, 2016.
      96. Yu-Ming Chang, Yung-Chun Li, Yuan-Hao Chang, Tei-Wei Kuo, Chih-Chang Hsieh, and Hsiang-Pang Li, "On Relaxing Page Program Disturbance over 3D MLC Flash Memory," ACM/IEEE International Conference on Computer-Aided Design (ICCAD), Austin, Texas, USA, Nov. 2-6, 2015. (Acceptance rate: 24.7%(94/381)) (Top Conference)
      97. Hung-Sheng Chang, Yuan-Hao Chang, Tei-Wei Kuo, and Hsiang-Pang Li, "A Light-Weighted Software-Controlled Cache for PCM-based Main Memory Systems," ACM/IEEE International Conference on Computer-Aided Design (ICCAD), Austin, Texas, USA, Nov. 2-6, 2015. (Acceptance rate: 24.7%(94/381)) (Top Conference)
      98. Chien-Chung Ho, Yuan-Hao Chang, and Tei-Wei Kuo, "Access Pattern Reshaping for eMMC-enabled SSDs," ACM/IEEE International Conference on Computer-Aided Design (ICCAD), Austin, Texas, USA, Nov. 2-6, 2015. (Acceptance rate: 24.7%(94/381)) (Top Conference)
      99. Che-Wei Tsao, Chun-Yi Liu, Chien-Chung Ho, Tse-Yuan Wang, Po-Chun Huang, Yuan-Hao Chang, and Tei-Wei Kuo, "Rethinking I/O Request Management over eMMC-based Solid-State Drives," ACM International Conference on Research in Adaptive and Convergent Systems (RACS), Prague, Czech Republic, Oct. 9-12, 2015.
      100. Chun-Ta Lin, Yuan-Hao Chang, Tei-Wei Kuo, Hung-Sheng Chang, and Hsiang-Pang Li, "How to Improve the Space Utilization of Dedup-based PCM Storage Devices," ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), Amsterdam, The Netherlands, Oct. 4-9, 2015. (Top Conference)
      101. Ming-Chang Yang, Yuan-Hao Chang, Yu-Cheng Chang, and Po-Chun Huang, "Logical Data Packing for Multi-chip Flash-memory Storage Systems," IEEE Nonvolatile Memory Systems and Applications Symposium (NVMSA), Hong Kong, China, Aug. 19-21, 2015.
      102. Chi-Hsuan Lin, Yu-Ming Chang, Pi-Cheng Hsiu, and Yuan-Hao Chang, "Energy Stealing - An Exploration into Unperceived Activities on Mobile Systems," ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), Rome, Italy, Jul. 22-24, 2015. (Top Conference)
      103. Ming-Chang Yang, Yuan-Hao Chang, and Tei-Wei Kuo, "Virtual Flash Chips: Rethinking the Layer Design of Flash Devices to Improve Data Recoverability," ACM/IEEE Design Automation Conference (DAC), San Francisco, California, USA, Jun. 7-11, 2015. (Top Conference)
      104. Yu-Ming Chang, Yuan-Hao Chang, Tei-Wei Kuo, Yung-Chun Li, and Hsiang-Pang Li, "Achieving SLC Performance with MLC Flash Memory," ACM/IEEE Design Automation Conference (DAC), San Francisco, California, USA, Jun. 7-11, 2015. (Top Conference)
      105. Chun-Yi Liu, Yu-Ming Chang, and Yuan-Hao Chang, "Read Leveling for Flash Storage Systems," ACM International Systems and Storage Conference on Applied Computing (SYSTOR), Haifa, Israel, May 26-28, 2015. (Acceptance rate: 25%)
      106. Sheng-Wei Cheng, Che-Wei Chang, Yuan-Hao Chang, Pi-Cheng Hsiu, and Chia-Heng Tu, "The Deployment of Shared Data Objects Among Handheld and Wearable Devices," ACM Symposium on Applied Computing (SAC), Salamanca, Spain, Apr. 13-17, 2015.
      107. Ming-Chang Yang, Yu-Ming Chang, Po-Chun Huang, Yuan-Hao Chang, Lue-Jane Lee, and Tei-Wei Kuo, "Reliability-Aware Striping with Minimized Performance Overheads for Flash-based Storage Devices," ACM Symposium on Applied Computing (SAC), Salamanca, Spain, Apr. 13-17, 2015.
      108. Fu-Hsin Chen, Ming-Chang Yang, Yuan-Hao Chang, and Tei-Wei Kuo, "A Progressive Wear Leveling to Minimize Data Migration Overheads for NAND Flash Devices," ACM/IEEE Design, Automation and Test in Europe (DATE), Grenoble, France, Mar. 9-13, 2015.
      109. Sheng-Wei Cheng, Yu-Fen Chang, Yuan-Hao Chang, Shin-Wen Wei, and Wei-Kuan Shih, "Warranty-Aware Page Management for PCM-Based Embedded Systems," ACM/IEEE International Conference on Computer-Aided Design (ICCAD), San Jose, California, USA, Nov. 3-6, 2014. (Top Conference)
      110. Ming-Chang Yang, Yu-Ming Chang, Che-Wei Tsao, Po-Chun Huang, Yuan-Hao Chang, and Tei-Wei Kuo, "Garbage Collection and Wear Leveling for Flash Memory: Past and Future," International Conference on Smart Computing (SmartComp), Hong Kong, China, Nov. 3-5, 2014.
      111. Bing-Jing Chang, Yuan-Hao Chang, Hung-Sheng Chang, Tei-Wei Kuo, and Hsiang-Pang Li, "A PCM Translation Layer for Integrated Memory and Storage Management," ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), New Delhi, India, Oct. 12-17, 2014. (Best Paper Nomination - Top Conference)
      112. Ming-Chang Yang, Yuan-Hung Kuan, Yuan-Hao Chang, Pei-Lun Suei, Chia-Heng Tu, and Norman Chang, "Bad Page Relaxation to Prolong the Lifetime of Flash Devices," IEEE Global Conference on Consumer Electronics (GCCE), Tokyo, Japan, Oct. 7-10, 2014.
      113. Ming-Chang Yang, Cheng-Chin Tu, Yuan-Hao Chang, Pei-Lun Suei, and Tei-Wei Kuo, "Endurance-aware Clustering-based Mining Algorithm for Non-volatile Phase-change Memory," IEEE Global Conference on Consumer Electronics (GCCE), Tokyo, Japan, Oct. 7-10, 2014.
      114. Chien-Chung Ho, Yuan-Hao Chang, Che-Wei Tsao, and Pei-Lun Suei, "Block Reinforcement to Optimize Lifetime of Flash Storage Devices," IEEE Global Conference on Consumer Electronics (GCCE), Tokyo, Japan, Oct. 7-10, 2014.
      115. Chien-Chung Ho, Yu-Ming Chang, Yuan-Hao Chang, Sheng-Yen Hong, Che-Wei Chang, and Tei-Wei Kuo, "A Classification-based Prefetching Scheme for Hibernation of Embedded Computing Systems," ACM International Conference on International Conference on Research in Adaptive and Convergent Systems (RACS), Baltimore, Maryland, USA, Oct. 5-8, 2014.
      116. Chien-Chung Ho, Hui-Wen Chen, Yuan-Hao Chang, Yu-Ming Chang, Po-Chun Huang, Tei-Wei Kuo, and David Hung-Chang Du, "Energy-Aware Data Placement Strategy for SSD-Assisted Streaming Video Servers," IEEE Nonvolatile Memory Systems and Applications Symposium (NVMSA), Chongqing, China, Aug. 20-21, 2014.
      117. Yuan-Hao Chang, Tseng-Yi Chen, Yun-Jhu Chen, Hsin-Wen Wei, Wei-Kuan Shih, and Zhao-Rong Lai, "Optimizing Space Utilization of File Systems on PCM-based Storage Devices," IEEE Nonvolatile Memory Systems and Applications Symposium (NVMSA), Chongqing, China, Aug. 20-21, 2014.
      118. Nien-I Hsu, Tseng-Yi Chen, Yuan-Hao Chang, Hsin-Wen Wei, Wei-Kuan Shih, and Norman Chang, "Dynamic Tail Packing to Optimize Space Utilization of File Systems in Embedded Computing Systems," IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), Chongqing, China, Aug. 20-22, 2014.
      119. Tzu-Jung Huang, Chien-Chung Ho, Po-Chun Huang, Yuan-Hao Chang, Che-Wei Chang, and Tei-Wei Kuo, "Current-Aware Scheduling for Flash Storage Devices," IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), Chongqing, China, Aug. 20-22, 2014.
      120. Yuan-Hung Kuan, Yuan-Hao Chang, Po-Chun Huang, and Kam-Yiu Lam, "Space-Efficient Multiversion Index Scheme for PCM-based Embedded Database Systems," ACM/IEEE Design Automation Conference (DAC), San Francisco, California, USA, Jun. 1-5, 2014. (Top Conference)
      121. Yu-Ming Chang, Yuan-Hao Chang, Jian-Jia Chen, Tei-Wei Kuo, Hsiang-Pang Li, and Hang-Ting Lue, "On Trading Wear-leveling with Heal-leveling," ACM/IEEE Design Automation Conference (DAC), San Francisco, California, USA, Jun. 1-5, 2014. (Best Paper Nomination (12/787) - Top Conference)
      122. Kam-Yiu Lam, Jian-Tao Wang, Yuan-Hao Chang, Po-Chun Huang, Jen-Wei Hsieh, Chung Keung Poon, and ChunJiang Zhu, "Garbage Collection for Multi-version Index on Flash Memory," ACM/IEEE Design, Automation and Test in Europe (DATE), Dresden, Germany, Mar. 24-28, 2014.
      123. Yu-Ming Chang, Yuan-Hao Chang, Po-Chun Huang, Shou-Chieh Hsu, and Tei-Wei Kuo, "Adaptive Range-based Address Mapping for the Flash Storage Devices with Explosive Capacity," ACM International Conference on Ubiquitous Information Management and Communication (IMCOM, ICUIMC), Siem Reap, Cambodia, Jan. 9-11, 2014.
      124. Kuo-Yi Chen, Yuan-Hao Chang, Pei-Shu Liao, Pen-Chung Yew, Sheng-Wei Cheng, and Tien-Fu Chen, "Selective Profiling for OS Scalability Study on Multicore Systems," IEEE International Conference on Service-Oriented Computing and Applications (SOCA), Kauai, Hawaii, USA, Dec. 16-18, 2013.
      125. Yu-Ming Chang, Yuan-Hao Chang, Tei-Wei Kuo, Hsiang-Pang Li, and Yung-Chun Li, "A Disturb-Alleviation Scheme for 3D Flash Memory," ACM/IEEE International Conference on Computer-Aided Design (ICCAD), San Jose, California, USA, Nov. 18-21, 2013. (Top Conference)
      126. Shuo-Hung Chen, Hsiao-Mei Lin, Kuo-Yi Chen, Yuan-Hao Chang, Pen-Chung Yew, and Chien-Chung Ho, "A Systematic Methodology for OS Benchmark Characterization," ACM International Conference on Research in Adaptive and Convergent Systems (RACS), Montreal, Canada, Oct. 1-4, 2013.
      127. Po-Chun Huang, Yuan-Hao Chang, Tei-Wei Kuo, Chien-Chung Ho, and Hyunseung Choo, "Joint Management of Performance-predictable Virtualized Storage Devices with Hard Disk and Flash Memory," ACM International Conference on Research in Adaptive and Convergent Systems (RACS), Montreal, Canada, Oct. 1-4, 2013.
      128. Chien-Chung Ho, Po-Chun Huang, Yuan-Hao Chang, and Tei-Wei Kuo, "A DRAM-Flash Index for Native Flash File Systems," ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), Montreal, Canada, Sep. 29 - Oct. 4, 2013. (Top Conference)
      129. Ming-Chang Yang, Martin Kuo, Che-Wei Tsao, and Yuan-Hao Chang, "A Fifty-percent Rule to Minimize the Energy Consumption of PCM-based Storage Systems," IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), Taipei, Taiwan, Aug. 19-21, 2013.
      130. Che-Wei Tsao, Yuan-Hao Chang, and Ming-Chang Yang, "Performance Enhancement of Garbage Collection for Flash Storage Devices: An Efficient Victim Block Selection Design," ACM/IEEE Design Automation Conference (DAC), Austin, Texas, USA, Jun. 2-6, 2013. (Top Conference)
      131. Ming-Chang Yang, Yuan-Hao Chang, Che-Wei Tsao, and Po-Chun Huang, "New ERA: New Efficient Reliability-Aware Wear Leveling for Endurance Enhancement of Flash Storage Devices," ACM/IEEE Design Automation Conference (DAC), Austin, Texas, USA, Jun. 2-6, 2013. (Top Conference)
      132. Ming-Chang Yang, Yuan-Hao Chang, Po-Chun Huang, and Tei-Wei Kuo, "Working-Set-Based Address Mapping for Ultra-Large-Scaled Flash Devices," ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), Tampere, Finland, Oct. 7-12, 2012. (Top Conference)
      133. Po-Chun Huang, Yuan-Hao Chang, and Tei-Wei Kuo, "Joint Management of RAM and Flash Memory with Access Pattern Considerations," ACM/IEEE Design Automation Conference (DAC), San Fracisco, California, USA, Jun. 3-7, 2012. (Acceptance rate: 22.1% (164/741)) (Top Conference)
      134. Benny Akesson, Po-Chun Huang, Fabien Clermidy, Denis Dutoit, Kees Goossens, Yuan-Hao Chang, Tei-Wei Kuo, Pascal Vivet, and Drew Wingard, "Memory Controllers for High-Performance and Real-Time MPSoCs," ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), Taipei, Taiwan, Oct. 9-14, 2011. (Top Conference)
      135. Chi-Ju Chang, Che-Wei Chang, Chuan-Yue Yang, Yuan-Hao Chang, and Tei-Wei Kuo, "A Run-Time Page Selection Methodology for Efficient Quality-Based Resuming," IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), Toyama, Japan, Aug. 28-31, 2011.
      136. Pei-Han Hsu, Yuan-Hao Chang, Po-Chun Huang, Tei-Wei Kuo, and David Hung-Chang Du, "A Version-based Strategy for Reliability Enhancement of Flash File Systems," ACM/IEEE Design Automation Conference (DAC), San Diego, California, USA, Jun. 5-10, 2011. (Acceptance rate: 22.6%(156/690)) (Top Conference)
      137. Jen-Wei Hsieh, Yuan-Hao Chang, and Wei-Li Lee, "An Enhanced Leakage-Aware Scheduler for Dynamically Reconfigurable FPGAs," ACM/IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), Yokohama, Japan, Jan. 25-28, 2011.
      138. Yuan-Hao Chang and Tei-Wei Kuo, "A Reliable MTD Design for MLC Flash-Memory Storage Systems," ACM/IEEE International Conference on Embedded Software (EMSOFT), Scottsdale, Arizona, USA, Oct. 24-29, 2010. (Top Conference)
      139. Yuan-Hao Chang, Wei-Lun Lu, Po-Chun Huang, Lue-Jane Lee, and Tei-Wei Kuo, "An Efficient FTL Design for Multi-Chipped Solid-State Drives," IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), Macau SAR, China, Aug. 23-25, 2010.
      140. Yu-Chia Lin, Chuan-Yue Yang, Che-Wei Chang, Yuan-Hao Chang, Tei-Wei Kuo, and Chi-Sheng Shih, "Energy-Efficient Mapping Technique for Virtual Cores," IEEE Euromicro Conference on Real-Time Systems (ECRTS), Brussels, Belgium, Jul. 6-9, 2010. (Acceptance rate: 24%(27/112))
      141. Yuan-Hao Chang and Tei-Wei Kuo, "A Commitment-based Management Strategy for the Performance and Reliability Enhancement of Flash-memory Storage Systems," ACM/IEEE Design Automation Conference (DAC), San Francisco, Jul. 26-31, 2009. (Acceptance rate: 21.7%(148/682)) (Top Conference)
      142. Po-Liang Wu, Yuan-Hao Chang, and Tei-Wei Kuo, "A File-System-Aware FTL Design for Flash-Memory Storage Systems," ACM/IEEE Design, Automation and Test in Europe (DATE), Nica, France, Apr. 20-24, 2009. (Acceptance rate: 21% ~ 28%)
      143. Yuan-Sheng Chu, Jen-Wei Hsieh, Yuan-Hao Chang, and Tei-Wei Kuo, "A Set-Based Mapping Strategy for Flash-Memory Reliability Enhancement," ACM/IEEE Design, Automation and Test in Europe (DATE), Nica, France, Apr. 20-24, 2009. (Acceptance rate: 21% ~ 28%)
      144. Tei-Wei Kuo, Yuan-Hao Chang, Po-Chun Huang, and Che-Wei Chang, "Special Issues in Flash," ACM/IEEE International Conference on Computer-Aided Design (ICCAD), San Jose, California, USA, Nov. 10-13, 2008. (Acceptance rate: 23%) (Top Conference)
      145. Po-Chun Huang, Yuan-Hao Chang, Tei-Wei Kuo, Jen-Wei Hsieh, and Miller Lin, "The Behavior Analysis of Flash-Memory Storage Systems," IEEE International Symposium on Object/component/service-oriented Real-time distributed Computing (ISORC), Orlando, Florida, USA, May 5-7, 2008.
      146. Jian-Hong Lin, Yuan-Hao Chang, Jen-Wei Hsieh, Tei-Wei Kuo, and Cheng-Chih Yang, "A NOR Emulation Strategy over NAND Flash Memory," IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), Daegu, Korea, Aug. 21-24, 2007. (Acceptance rate: 30%(42/142))
      147. Yuan-Hao Chang, Jen-Wei Hsieh, and Tei-Wei Kuo, "Endurance Enhancement of Flash-Memory Storage Systems: An Efficient Static Wear Leveling Design," ACM/IEEE Design Automation Conference (DAC), San Diego, California, USA, Jun. 4-8, 2007. (Acceptance rate: 21%) (Best Paper Nomination (10/659) - Top Conference)
      148. Tei-Wei Kuo, Jen-Wei Hsieh, Li-Pin Chang, and Yuan-Hao Chang, "Configurability of Performance and Overheads in Flash Management," ACM/IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), Yokohama, Japan, Jan. 24-27, 2006.

      Workshop Papers
      1. Hung-Sheng Chang, Hang-Ting Lue, Yuan-Hao Chang, Hsiang-Pang Li, Keh-Chung Wang, and Chih-Yuan Lu, "System Performance Analysis of Bit-Alterable 3D NAND Flash Devices for High-Performance Solid-State Drive (SSD) Applications," IEEE International Memory Workshop (IMW), Kyoto, Japan, May 13-16, 2018. (Best Paper Award)
      2. Yu-Ming Chang, Ping-Hsien Lin, Ye-Jyun Lin, Tai-Chun Kuo, Yuan-Hao Chang, Yung-Chun Li, Hsiang-Pang Li, and Keh-Chung Wang, "An Efficient Sudden-Power-off-Recovery Design with Guaranteed Booting Time for Solid State Drives," IEEE International Memory Workshop (IMW), Paris, France, May 15-18, 2016.
      3. Po-Chun Huang, Kuan-Yu Tseng, Yuan-Hao Chang, and Yuan-Hung Kuan, "Randomized Garbage Collection for Flash Storage Systems," International Workshop on Non-Volatile Memory (INVM), Taipei, Taiwan, Aug. 20, 2013 (In conjunction with IEEE RTCSA 2013).

      Other Journal Papers
      1. Yu-Pei Liang, Shuo-Han Chen, Yuan-Hao Chang, Yun-Fei Liu, Hsin-Wen Wei, and Chih-Wen Hsueh, "A Cache Consolidation Design of MLC STT-RAM for Energy Efficiency Enhancement on Cyber-Physical Systems," ACM SIGAPP Applied Computing Review (ACR), vol. 21, no. 1, pp. 37-49, Mar. 2021.
      2. Yu-Pei Liang, Shuo-Han Chen, Yuan-Hao Chang, Yong-Chin Lin, Hsin-Wen Wein, and Wei-Kuan Shih, "Mitigating Write Amplification Issue for SMR Drives via the Design of Sequential-Write-Constrained Cache Management," Elsevier Journal of Systems Architecture (JSA), vol. 99, pp. 101634, Oct. 2019.
      3. Chien-Chung Ho, Yu-Ming Chang, Yuan-Hao Chang, Hsiu-Chang Chen, and Tei-Wei Kuo, "Write-aware Memory Management for Hybrid SLC-MLC PCM Memory Systems," ACM SIGAPP Applied Computing Review (ACR), vol. 17, no. 2, pp. 16-26, Jun. 2017.
      4. Chun Jiang Zhu, Kam-Yiu Lam, Yuan-Hao Chang, and Joseph Ng, "Linked Block-Based Multiversion B-Tree Index for PCM-based Embedded Databases," Elsevier Journal of Systems Architecture (JSA), vol. 61, no. 9, pp. 383-397, Oct. 2015.
      5. Chien-Chung Ho, Sheng-Wei Cheng, Yuan-Hao Chang, Yu-Ming Chang, Sheng-Yen Hong, and Che-Wei Chang, "Efficient Hibernation Resuming with Classification-based Prefetching Scheme for Embedded Computing Systems," ACM SIGAPP Applied Computing Review (ACR), vol. 15, no. 1, pp. 33-43, Mar. 2015.
      6. Kam-Yiu Lam, Chun Jiang Zhu, Yuan-Hao Chang, Jen-Wei Hsieh, Po-Chun Huang, Chung Keung Poon, and Jiantao Wang, "Garbage Collection of Multi-version Indexed Data on Flash Memory," Elsevier Journal of Systems Architecture (JSA), vol. 60, no. 8, pp. 630-643, Sep. 2014.
      7. Po-Chun Huang, Yuan-Hao Chang, Che-Wei Tsao, Ming-Chang Yang, and Cheng-Kang Hsieh, "Migration-based Hybrid Cache Design for File Systems over Flash Storage Devices," ACM SIGAPP Applied Computing Review (ACR), vol. 13, no. 4, pp. 8-16, Dec. 2013.
      8. Tei-Wei Kuo, Po-Chun Huang, Yuan-Hao Chang, Chia-Ling Ko, and Chih-Wen Hsueh, "An Efficient Fault Detection Algorithm for NAND Flash Memory," ACM SIGAPP Applied Computing Review (ACR), vol. 11, no. 2, pp. 8-16, Feb. 2011.

      Local Conference Papers
      1. Camelia Slimani, Stephane Rubini, Chun-Feng Wu, Yuan-Hao Chang, and Jalil Boukhobza, "Accelerating Random Forest on Memory-Constrained Devices through Data Storage Reorganization," French-speaking Conference on Computer Sience in Parallelism, Architecture and Systems (COMPAS), Lyon, France, Jul. 7-9, 2021.
      2. Yong-Ching Lin, Shuo-Han Chen, Tseng-Yi Chen, Yuan-Hao Chang, Ming-Chang Yang, Hsin-Wen Wei, and Wei-Kuan Shih, "Management Designs for Emerging Shingled Magnetic Recording Drives," Symposium on Digital Life Technologies (DLT), Pingtung, Taiwan, Jun. 18-19, 2016. (Best Paper Award)
      3. Wei-Chen Wang, Chien-Chung Ho, Che-Wei Tsao, Yuan-Hao Chang, Tse-Yuan Wang, Kun-Cheng Hsu, Tei-Wei Kuo, "Data Sanitization for Hard Disk Drives and Solid-State Drives," Symposium on Digital Life Technologies (DLT), Pingtung, Taiwan, Jun. 18-19, 2016.

      Books and Book Chapters
      1. Yuan-Hao Chang and Li-Pin Chang, Chapter "Efficient Wear Leveling in NAND Flash Memory," Inside Solid State Drives (SSDs), pp. 233-258, Springer, 2013.

      US Patents
      1. Wei-Chen Wang, Ting-Hsuan Lo, Chun-Feng Wu, Yuan-Hao Chang, and Tei-Wei Kuo, "Memory Device and Operation Method Thereof," Patent No.: US 11,640,255, Date of Patent: May 2, 2023.
      2. Shu-Yin Ho, Hsiang-Pang Li, Yao-Wen Kang, Chun-Feng Wu, Yuan-Hao Chang, and Tei-Wei Kuo, "Neural Network Computation Method Using Adaptive Data Representation," Patent No.: US 11,594,277, Date of Patent: Feb. 28, 2023.
      3. Wei-Chen Wang, Hung-Sheng Chang, Chien-Chung Ho, Yuan-Hao Chang, and Tei-Wei Kuo, "Memory Device and Wear Leveling Method for the Same," Patent No.: US 11,550,709, Date of Patent: Jan. 10, 2023.
      4. Wei-Chen Wang, Hung-Sheng Chang, Chien-Chung Ho, Yuan-Hao Chang, and Tei-Wei Kuo, "Memory Device for Neural Networks," Patent No.: US 11,526,285, Date of Patent: Dec. 13, 2022.
      5. Shu-Yin Ho, Hsiang-Pang Li, Yao-Wen Kang, Chun-Feng Wu, Yuan-Hao Chang, and Tei-Wei Kuo, "Neural Network Computation Method and Apparatus Using Adaptive Data Representation," Patent No.: US 11,443,797, Date of Patent: Sep. 13, 2022.
      6. Che-Wei Tsao, Tei-Wei Kuo, Yuan-Hao Chang, Tzu-Chieh Shen, and Shau-Yin Tseng, "Memory Controller and Memory Page Management Method," Patent No.: US 11,372,779, Date of Patent: Jun. 28, 2022.
      7. Hung-Sheng Chang, Han-Wen Hu, Yueh-Han Wu, Tse-Yuan Wang, Yuan-Hao Chang, and Tei-Wei Kuo, "Memory Device and Computing in Memory Method Thereof," Patent No.: US 11,354,123, Date of Patent: Jun. 7, 2022.
      8. Ping-Hsien Lin, Wei-Chen Wang, Hsiang-Pang Li, Shu-Hsien Liao, Che-Wei Tsao, Yuan-Hao Chang, and Tei-Wei Kuo, "Memory System, Method of Operating Memory, and Non-transitory Computer Readable Storage Medium," Patent No.: US 11,194,515, Date of Patent: Dec. 7, 2021.
      9. Wei-Chen Wang, Ping-Hsien Lin, Tse-Yuan Wang, Yuan-Hao Chang, and Tei-Wei Kuo, "Memory Management Apparatus and Memory Management Method," Patent No.: US 11,042,308, Date of Patent: Jun. 22, 2021.
      10. Hung-Sheng Chang, Hang-Ting Lue, and Yuan-Hao Chang, "Flash Memory Device and Controlling Method Thereof," Patent No.: US 10,891,077, Date of Patent: Jan. 12, 2021.
      11. Hung-Sheng Chang, Hsiang-Pang Li, Yuan-Hao Chang, and Tei-Wei Kuo, "Management System for Managing Memory Device and Management Method for Managing the Same," Patent No.: US 10,671,296, Date of Patent: Jun. 2, 2020.
      12. Hung-Sheng Chang, Yu-Ming Chang, Hsiang-Pang Li, Yuan-Hao Chang, and Tei-Wei Kuo, "Data Allocating Method and Electric System Using the Same," Patent No.: US 10,120,605, Date of Patent: Nov. 6, 2018.
      13. Yu-Ming Chang, Yuan-Hao Chang, Hsiu-Chang Chen, and Tei-Wei Kuo, "Memory System and Memory Management Method Thereof," Patent No.: US 10,108,555, Date of Patent: Oct. 23, 2018.
      14. Yu-Ming Huang, Hsiang-Pang Li, Kun-Cheng Hsu, Yuan-Hao Chang, and Tei-Wei Kuo, "Control Method for Memory Device and Memory Controller," Patent No.: US 10,049,764, Date of Patent: Aug. 14, 2018.
      15. Hung-Sheng Chang, Hsing-Pang Li, Yuan-Hao Chang, and Tei-Wei Kuo, "Cache Controlling Method for Memory System and Cache System Thereof," Patent No.: US 9,760,488, Date of Patent: Sep. 12, 2017.
      16. Yu-Ming Chang, Hsing-Pang Li, Hsin-Yu Chang, Chien-Chung Ho, and Yuan-Hao Chang, "Erasing Method and Memory Device Using the Same," Patent No.: US 9,754,637, Date of Patent: Sep. 5, 2017.
      17. Yu-Ming Chang, Yung-Chun Li, Hsing-Pang Li, Yuan-Hao Chang, and Tei-Wei Kuo, "Memory Orprating Method and Memory Device Using the Same," Patent No.: US 9,740,602, Date of Patent: Aug. 22, 2017.
      18. Hung-Sheng Chang, Hsing-Pang Li, Chun-Ta Lin, Yuan-Hao Chang, and Tei-Wei Kuo, "Memory System and a Data Managing Method Thereof," Patent No.: US 9,652,179, Date of Patent: May 16, 2017.
      19. Yun-Jhu Chen, Tseng-Yi Chen, Yuan-Hao Chang, Hsin-Wen Wei, Wei-Kuan Shih, and Chia-Heng Tu, "Byte Addressable Storing System," Patent No.: US 9,645,768, Date of Patent: May 9, 2017.
      20. Yu-Ming Chang, Yung-Chun Li, Hsiang-Pang Li, Yuan-Hao Chang, and Tei-Wei Kuo, "Variant Operation Sequences for Multibit Memory," Patent No.: US 9,627,072, Date of Patent: Apr. 18, 2017.
      21. Yu-Ming Chang, Yung-Chun Li, Hsing-Chen Lu, Hsiang-Pang Li, Cheng-Yuan Wang, Yuan-Hao Chang, and Tei-Wei Kuo, "Half Block Management for Flash Storage Devices," Patent No.: US 9,558,108, Date of Patent: Jan. 31, 2017.
      22. Hung-Sheng Chang, Cheng-Yuan Wang, Hsiang-Pang Li, Yuan-Hao Chang, Pi-Cheng Hsiu, and Tei-Wei Kuo, "Metadata Containers with Indirect Pointers," Patent No.: US 9,547,586, Date of Patent: Jan. 17, 2017.
      23. Ping-Chun Chang, Yuan-Hao Chang, Hung-Sheng Chang, Tei-Wei Kuo, and Hsiang-Pang Li, "Memory Management Based on Usage Specifications," Patent No.: US 9,513,815, Date of Patent: Dec. 6, 2016.
      24. Hung-Sheng Chang, Cheng-Yuan Wang, Hsiang-Pang Li, Yuan-Hao Chang, Pi-Cheng Hsiu, and Tei-Wei Kuo, "Wear Leveling with Marching Strategy," Patent No.: US 9,501,396, Date of Patent: Nov. 22, 2016.
      25. Yu-Ming Chang, Hsiang-Pang Li, Hang-Ting Lue, Yuan-Hao Chang, and Tei-Wei Kuo, "Heal Leveling," Patent No.: US 9,348,748, Date of Patent: May 24, 2016.
      26. Yu-Ming Chang, Yung-Chun Li, Chih-Chang Hsieh, Shih-Fu Huang, Hsiang-Pang Li, Yuan-Hao Chang, and Tei-Wei Kuo, "Operation Method for Memory Device," Patent No.: US 9,305,638, Date of Patent: Apr. 5, 2016.
      27. Sheng-Wei Cheng, Sheng-Yen Hong, Che-Wei Chang, and Yuan-Hao Chang, "Electronic Apparatus Hibernation Recovery Setting Method and Electronic Apparatus Having Hibernation State and Hibernation Recovery Mechanism," Patent No.: US 9,274,809, Date of Patent: Mar. 1, 2016.
      28. Po-Chun Huang, Yuan-Hao Chang, Jen-Wei Hsieh, Yung-Feng Lu, and Chia-Lin Chang, "Flash Memory System and Managing and Collecting Methods for Flash Memory with Invalid Page Messages Thereof," Patent No.: US 9,122,580, Date of Patent: Sep. 5, 2015.
      29. Yu-Ming Chang, Yung-Chun Li, Hsing-Chen Lu, Hsiang-Pang Li, Cheng-Yuan Wang, Yuan-Hao Chang, and Tei-Wei Kuo, "Memory Disturb Reduction for Nonvolatile Memory," Patent No.: US 9,025,375, Date of Patent: May 5, 2015.
      30. Yuan-Hao Chang, Jen-Wei Hsieh, Tei-Wei Kuo, and Cheng-Chih Yang, "Method for Performing Static Wear Leveling Flash Memory," Patent No.: US 8,700,839, Date of Patent: Apr. 15, 2014.
      31. Yuan-Sheng Chu, Jen-Wei Hsieh, Yuan-Hao Chang, Tei-Wei Kuo, and Cheng-Chih Yang, "Management Method for Reducing Utilization Rate of Random Access Memory (RAM) in Flash Memory," Patent No.: US 8,392,690, Date of Patent: Mar. 5, 2013.
      32. Yuan-Hao Chang and Tei-Wei Kuo, "Block Management Method of a Non-Volatile Memory," Patent No.: US 8,356,136, Date of Patent: Jan. 15, 2013.
      33. Yuan-Hao Chang and Tei-Wei Kuo, "Region-Based Management Method of Non-Volatile Memory," Patent No.: US 8,341,336, Date of Patent: Dec. 25, 2012
      34. Jen-Wei Hsieh, Po-Liang Wu, Yuan-Hao Chang, Tei-Wei Kuo, and Cheng-Chih Yang, "Device and Method for Using a Flash Memory as a Hard Disk Cache," Patent No.: US 7,975,095, Date of Patent: Jul. 5, 2011.
      35. Yi-Lin Tsai, Tei-Wei Kuo, Jen-Wei Hsieh, Yuan-Hao Chang, and Hsiang-Chi Hsieh, "System and Method for Configuration and Management of Flash Memory," Patent No.: US 7,861,028, Date of Patent: Dec. 28, 2010.

      Taiwan Patents
      1. Wei-Chen Wang, Han-Wen Hu, Yung-Chun Li, Huai-Mu Wang, Chien-Chung Ho, Yuan-Hao Chang, and Tei-Wei Kuo, "Memory Device and Operating Method Thereof," Patent No.: I806640, Date of Patent: Jun. 11, 2023.
      2. Wei-Chen Wang, Yu-Pang Wang, Yuan-Hao Chang, and Tei-Wei Kuo, "Ternary Content Addrressable Memory (TCAM)-Based Training Method for Graph Neural Network and Memory Device Using the Same," Patent No.: I799171, Date of Patent: Apr. 11, 2023.
      3. Wei-Chen Wang, Chien-Chung Ho, Yuan-Hao Chang, and Tei-Wei Kuo, "In-Memory Computing Method and In-Memory Computing Apparatus," Patent No.: I792247, Date of Patent: Feb. 11, 2023.
      4. Hung-Sheng Chang, Han-Wen Hu, Tse-Yuan Wang, Yuan-Hao Chang, and Tei-Wei Kuo, "Memory Device and Computing in Memory Method Thereof," Patent No.: I774067, Date of Patent: Aug. 11, 2022.
      5. Wei-Chen Wang, Shu-Yin Ho, Chien-Chung Ho, and Yuan-Hao Chang, "Operation Method for Artifical Neural Network," Patent No.: I770668, Date of Patent: Jul. 11, 2022.
      6. Hung-Sheng Chang, Hang-Ting Lue, and Yuan-Hao Chang, "Flash Memory Device and Controlling Method Thereof," Patent No.: I705372, Date of Patent: I705372, Sep. 21, 2020.
      7. Ping-Hsien Lin, Wei-Chien Wang, Hsiang-Pang Li, Shu-Hsien Liao, Che-Wei Tsao, Yuan-Hao Chang, and Tei-Wei Kuo, "Memory System and Method of Operating Memory," Patent No.: I694449, Date of Patent: May 21, 2020.
      8. Che-Wei Tsao, Tei-Wei Kuo, Yuan-Hao Chang, Tzu-Chieh Shen, and Shau-Yin Tseng, "Memory Controller and Memory Page Management Method," Patent No.: I688859, Date of Patent: Mar. 21, 2020.
      9. Hung-Sheng Chang, Hsiang-Pang Li, Yuan-Hao Chang, and Tei-Wei Kuo, "Management System for Memory Device and Management for the Same," Patent No.: I652571, Date of Patent: Mar. 1, 2019.
      10. Yu-Ming Chang, Yung-Chun Li, Hsiang-Pang Li, Yuan-Hao Chang, and Tei-Wei Kuo, "Variant Operation Sequences for Multibit Memory," Patent No.: I639085, Date of Patent: Oct. 21, 2018.
      11. Ping-Hsien Lin, Wei-Chen Wang, Chien-Chung Ho, Yuan-Hao Chang, Tei-Wei Kuo, and Yu-Ming Chang, "Memory Device and Data Management Method Thereof," Patent No.: I629592, Date of Patent: Jul. 11, 2018.
      12. Hung-Sheng Chang, Hsiang-Pang Li, Yuan-Hao Chang, and Tei-Wei Kuo, "Data Management Method and System for Memory Device," Patent No.: I627532, Date of Patent: Jun. 21, 2018.
      13. Hung-Sheng Chang, Yu-Ming Chang, Hsiang-Pang Li, Yuan-Hao Chang, and Tei-Wei Kuo, "Data Allocating Method and Electric System Using the Same," Patent No.: I625729, Date of Patent: Jun. 11, 2018.
      14. Hung-Sheng Chang, Hsiang-Pang Li, Xiang-Zhi Huang, Yuan-Hao Chang, and Tei-Wei Kuo, "Method for Writing Data from Memory Back to Storage Device and Data Accessing System Using the Same," Patent No.: I611405, Date of Patent: Jan. 11, 2018.
      15. Yu-Ming Chang, Hsiang-Pang Li, Hsin-Yu Chang, Chien-Chung Ho, and Yuan-Hao Chang, "Erasing Method for Memory Device," Patent No.: I611408, Date of Patent: Jan. 11, 2018.
      16. Po-Chun Huang, Yuan-Hao Chang, Jen-Wei Hsieh, Yung-Feng Lu, and Chia-Lin Chang, "Flash Memory System and Managing and Collection Methods for Flash Memory with Invalid Page Information Thereof," Patent No.: I587136, Date of Patent: Jun. 11, 2017.
      17. Yu-Ming Chang, Yung-Chun Li, Hsiang-Pang Li, Yuan-Hao Chang, and Tei-Wei Kuo, "Memory Operating Method and Memory Device Using the Same," Patent No.: I578320, Date of Patent: Apr. 11, 2017.
      18. Yu-Ming Chang, Hsiang-Pang Li, Ping-Chun Chang, Yuan-Hao Chang, and Tei-Wei Kuo, "Memory Device and Method for Managing Memory," Patent No.: I559138, Date of Patent: Nov. 21, 2016.
      19. Yu-Ming Chang, Hsiang-Pang Li, Chih-Chang Hsieh, Shih-Fu Huang, Hsiang-Pang Li, Yuan-Hao Chang, and Tei-Wei Kuo, "Operation Method for Memory Device," Patent No.: I543170, Date of Patent: Jul. 21, 2016.
      20. Yu-Ming Chang, Hsiang-Pang Li, Hang-Ting Lue, Yuan-Hao Chang, and Tei-Wei Kuo, "Heal Leveling Method, System, and Associated Data Structure," Patent No.: I534821, Date of Patent: May 21, 2016.
      21. Nien-I Hsu, Tseng-Yi Chen, Yuan-Hao Chang, Hsin-Wen Wei, Wei-Kuan Shih, and Chia-Heng Tu, "File Accessing System and File Accessing Method Thereof," Patent No.: I526855, Date of Patent: Mar. 21, 2016.
      22. Yun-Jhu Chen, Tseng-Yi Chen, Yuan-Hao Chang, Hsin-Wen Wei, Wei-Kuan Shih, and Chia-Heng Tu, "Byte Addressable Storing System," Patent No.: I524180, Date of Patent: Mar. 1, 2016.
      23. Yu-Ming Chang, Yung-Chun Li, Hsing-Chen Lu, Hsiang-Pang Li, Cheng-Yuan Wang, Yuan-Hao Chang, and Tei-Wei Kuo, "Memory Device for Disturb Reduction and Operating Method Thereof," Patent No.: I518694, Date of Patent: Jan. 1, 2016.
      24. Yu-Ming Chang, Yung-Chun Li, Hsing-Chen Lu, Hsiang-Pang Li, Cheng-Yuan Wang, Yuan-Hao Chang, and Tei-Wei Kuo, "Half Block Management for Flash Storage Devices," Patent No.: I502594, Date of Patent: Oct. 1, 2015.
      25. Hung-Sheng Chang, Cheng-Yuan Wang, Hsiang-Pang Li, Yuan-Hao Chang, Pi-Cheng Hsiu, and Tei-Wei Kuo, "Wear Leveling with Marching Strategy," Patent No.: I501081, Date of Patent: Sep. 21, 2015.
      26. Sheng-Wei Cheng, Sheng-Yen Hong, Che-Wei Chang, and Yuan-Hao Chang, "Electronic Apparatus Hibernation Recovering Setting Method and Electronic Apparatus Having Hibernation State and Hibernation Recovering Mechanism," Patent No.: I486875, Date of Patent: Jun. 1, 2015.
      27. Yuan-Hao Chang and Tei-Wei Kuo, "Method for Region-Based Management of Non-Volatile Memory," Patent No.: I484334, Date of Patent: May 11, 2015.
      28. Yuan-Hao Chang and Tei-Wei Kuo, "Block Management Method for a Non-volatile Memory," Patent No.: I399644, Date of Patent: Jun. 21, 2013.
      29. Chien-Hung Lin, Yuan-Hao Chang, Jen-Wei Hsieh, Tei-Wei Kuo, and Cheng-Chih Yang, "NOR Interface Flash Memory Device with Prefetch Procedure and Prefetch Method," Patent No.: I352898, Date of Patent: Nov. 21, 2011.

    Lecturing
    Projects
      Hosted Projects: National Science and Technology Council and Government Institutes
      1. Principal Investigator, "Design and Optimization for Real-time Systems with Emerging Solid-State Drives," founded by National Science and Technology Council (Joint MOST-DAAD Project-Based Personnel Exchange Program). (Jan. 2023 - Dec. 2023)
      2. Principal Investigator, "Design and Optimization for DNA-based Storage Systems," founded by National Science and Technology Council. (Aug. 2022 - Jul. 2025)
      3. Principal Investigator, "Design and Optimization for High-performance and Ultra-scale Storage Systems (2/4)," founded by Ministry of Science and Technology (Elite Project). (Aug. 2022 - Jul. 2023)
      4. Principal Investigator, "Processing-in-Memory: Opportunities in the Post-von-Neumann Era," founded by Academia Sinica. (Investigator Award) (Jan. 2022 - Dec. 2026)
      5. Principal Investigator, "Design and Optimization for High-performance and Ultra-scale Storage Systems (1/4)," founded by Ministry of Science and Technology (Elite Project). (Aug. 2021 - Jul. 2022)
      6. Principal Investigator, "Alchemizing Skyrmion Racetrack Memory for Ultra-high Performance Computing in the Future," founded by Academia Sinica (Grand Challenge Program Seed Grant). (Jul. 2021 - Jun. 2023)
      7. Principal Investigator, "Design and Optimization of Multi-stream Bit-alterable Flash Storage for Next-generation In-memory Computing," founded by Ministry of Science and Technology (Integrated Project, Principle Investigator of the Main Project). (Aug. 2019 - Jul. 2022)
      8. Principal Investigator, "Performance and Lifetime Enhancement for PCM-based NN-training Systems," founded by Ministry of Science and Technology. (Aug. 2019 - Jul. 2022)
      9. Principal Investigator, "Design and Optimization of Non-Volatile One-Memory Architecture," founded by Ministry of Science and Technology (Joint MOST-DFG Project). (Aug. 2018 - Jul. 2021)
      10. Principal Investigator, "NVM-based System Design to Support Big Data Storage and In-memory Computing," founded by Academia Sinica. (Career Development Award) (Jan. 2018 - Dec. 2022)
      11. Principal Investigator, "Efficient Management Designs for Key-Value Solid-State Drives," founded by Ministry of Science and Technology. (Aug. 2016 - Jul. 2019)
      12. Principal Investigator, "Union Management Design for Next Generation Green Memory-Storage Systems," founded by Ministry of Science and Technology (Integrated Project, Principle Investigator of the Main Project). (Aug. 2016 - Jul. 2018)
      13. Co-Principal Investigator, "Energy-Efficient Data Retention Strategy for Social Cloud Storage," founded by Executive Yuan. (May 2016 - Apr. 2017)
      14. Principal Investigator, "File System Designs for Next-Generation Storage Systems," founded by Ministry of Science and Technology. (Aug. 2014 - Jul. 2016)
      15. Principal Investigator, "Capability Enhancement Designs for Low-Cost, Huge-Capacity Solid-State Drives," founded by National Science Council. (Aug. 2013 - Jul. 2016)
      16. Principal Investigator, "Efficient Management Strategies for the Data Integrity and Recoverability Enhancement of Flash-Memory Storage Systems," founded by National Science Council (Project of Excellent Junior Research Investigators). (Aug. 2011 - Jul. 2013)
      17. Principal Investigator, "Hierarchical Topology and OS Architectural Supports for Green Cloudlet Server on Chip," founded by National Science Council (National Project of NPIE). (May 2011 - Jul. 2014)
      18. Principal Investigator, "Hybrid Storage System Designs of Embedded Systems: Reliability and Performance Enhancement," founded by National Science Council. (Apr. 2010 - Jul. 2011)

      Hosted Projects: Industry and Others
      1. Co-Principal Investigator, "Design and Optimization for Neural Networks with Non-volatile Memories (II)," founded by Macronix International Co., Ltd. (Jan. 2022 - Dec. 2023)
      2. Co-Principal Investigator, "Design and Optimization for Neural Networks with Non-volatile Memories," founded by Macronix International Co., Ltd. (Jan. 2020 - Dec. 2021)
      3. Co-Principal Investigator, "Design and Optimization for Neural Networks with Non-volatile MemoriesThe Study on Graph and Neural Network Designs and Optimizations with Non-volatile Memories," founded by Macronix International Co., Ltd. (Jan. 2018 - Dec. 2019)
      4. Co-Principal Investigator, "Joint Space Management Design between OS and NVDIMM," founded by Industrial Technology Research Institute. (Jan. 2017 - Dec. 2017)
      5. Co-Principal Investigator, "The Study on Virtualized Storage Erasing and Integrated Main-Memory-and-Storage Usages of Non-Volatile Memory," founded by Macronix International Co., Ltd. (Jan. 2016 - Dec. 2017)
      6. Co-Principal Investigator, "Integrated Design for Joint DRAM-Flash NVM," founded by Industrial Technology Research Institute. (Jan. 2016 - Dec. 2016)
      7. Co-Principal Investigator, "FTL Design to Explore the Ratio of DRAM Size to Flash Size in NVDIMM," founded by Industrial Technology Research Institute. (May 2015 - Dec. 2015)
      8. Co-Principal Investigator, "The Designs of Systems and Interfaces of Non-Volatile Memory in Integrated Main-Memory-and-Storage Usages," founded by Macronix International Co., Ltd. (Jan. 2014 - Dec. 2015)
      9. Co-Principal Investigator, "Optimization Techniques of Distributed Storage Systems," founded by Institute for Information Industry. (Jan. 2014 - Dec. 2014)
      10. Co-Principal Investigator, "FTL Design for SSD in Dual-Channel Performance and RAID Reliability Enhancement," founded by VIA Technologies, Inc. (Oct. 2012 - Sep. 2013)
      11. Co-Principal Investigator, "The Investigation of Data Manipulation and Caching over Non-Volatile Memory," founded by Macronix International Co., Ltd. (Jan. 2012 - Dec. 2013)
      12. Co-Principal Investigator, "Fast Hibernation Resuming with Application Task Classifier," founded by MStar Semiconductor Inc. (Jan. 2011 - Nov. 2011)

      Participated Projects
      1. Researcher, "Study of Key Threat on Wireless-network Data-collection system" founded by National Security Bureau. (Jul. 2010 - Nov. 2010)
      2. "Study and Translation on US Patents Related to Flash Memory and Storage Systems" founded by Electronics and Optoelectronics Research Laboratories (EOL) of Industrial Technology Research Institute (ITRI) of Taiwan. (Jan. 2009 - Jun. 2009)
      3. "Research and Development on Evaluation Platforms for Flash-Memory Storage Systems for the fourth year" founded by Genesys Logic, Inc. (Jul. 2008 - Jun. 2009)
      4. "Research on Flash Memory Management for the fourth year" founded by Genesys Logic, Inc. (Jan. 2008 - Dec. 2008)
      5. "Research on Flash Memory Management for the third year" founded by Genesys Logic, Inc. (Jan. 2007 - Dec. 2007)
      6. "Research on Flash Memory Management for the second year" founded by Genesys Logic, Inc. (Jan. 2006 - Dec. 2006)
      7. "Research on Flash Memory Management for the first year" founded by Genesys Logic, Inc. (Jan. 2005 - Dec. 2005)
      8. A porting project to port MicroC/OS2 to the xScale255-based platform, PCM-7230. (Sep. 2004 - Jan. 2005)
      9. "Software Development Based on LINUX Platform for Digital TV of LCD" founded by Himax. (Mar. 2004 - Jun. 2004)
      10. "Implementation of Embedded LINUX with NOR/NAND Flash Memory as Its Disk System" founded by XAC Automation Corp. (Jul. 2003 - Mar. 2004)
      11. "Developing Linux Kernel Drivers to Emulate IDE CD-ROMs as SCSI CD-ROMs" founded by ACARD Technology. (Dec. 2002 - Jul. 2003)
      12. "Developing Linux API for Card Readers" founded XAC Automation Corp. (Jun. 2002 - Dec. 2003)
      13. "The card reader Omni-3750 project of VeriFone, a Division of Hewlett-Packard" , including writing the drivers of the thermal printer, magnetic card reader, UART16550, LCD, keypad, etc. (Sep. 2000 - Dec. 2001)

    Academic Activities
      Society Services
      1. Executive Committee Member, ACM Special Interest Group on Design Automation (SIGDA). (2021 - 2024)
      2. Executive Committee Member, ACM Special Interest Group on Embedded Systems (SIGBED). (2021 - 2023)
      3. Webmaster, IEEE Taipei Section, Taipei, Taiwan. (2019 - 2021)
      4. Selection Committee Member, Young Computer Researcher Award, IPSJ/ IEEE Computer Society. (2019 - 2022)
      5. Chair, Young Professionals Affinity Group, IEEE Taipei Section, Taipei, Taiwan. (Outstanding Section Membership Recruitment Performance) (2016 - 2017)

      Journal Editors
        -- Associate Editor and Editor-in-Chief --
      1. Associate Editor-in-Chief, Transactions on Emerging Topics in Computing (TETC). (2023 - Present)
      2. Associate Editor, ACM Computing Surveys (CSUR). (2021 - Present)
      3. Associate Editor, Journal of Information Science and Engineering (JISE). (2020 - 2023)
      4. Associate Editor, ACM Transactions on Storage (TOS). (2019 - Present)
      5. Associate Editor, IEEE Transactions on Emerging Topics in Computing (TETC). (2019 - 2023)
      6. Associate Editor, ACM Transactions on Cyber-Physical Systems (TCPS). (2018 - Present)
        -- Other Journal Editor --
      1. Corresponding Editor, Special Section on Emerging Social Computing, IEEE Transactions on Emerging Topics in Computing (TETC). (2022 - 2023)
      2. Guest Editor, Thematic Section (by invitation only) on Memory-centric Designs: Processing-in-Memory, In-memory Computing, and Near-memory Computing for Real-World Applications, IEEE Transactions on Emerging Topics in Computing (TETC). (2022)
      3. Guest Editor, Special Issue for Memory and Storage Computing, Elsevier Journal of Systems Architecture (JSA). (2021 - 2022)
      4. Guest Editor, Special Issue for Memory and Storage Computing, Elsevier Microprocessors and Microsystems (MICPRO). (2020 - 2021)
      5. Guest Editor, Special Issue on Memory and Storage Systems for Embedded and IoT Applications, ACM Transactions on Embedded Computing Systems (TECS). (2020 - 2021)
      6. Guest Editor, Special Issue on ASP-DAC 2020, Elsevier Integration, the VLSI Journal. (2020)
      7. Guest Editor, Special Issue on Design and Test Solutions for Embedded Systems with Non-volatile Memories, IEEE Design and Test (DT). (2019 - 2020)
      8. Corresponding Editor, Special Section on New Frontiers in Computing for Next-Generation Healthcare Systems, IEEE Transactions on Emerging Topics in Computing (TETC). (2019 - 2020)
      9. Guest Editor, Special Section: ISVLSI-2018, IEEE Consumer Electronics Magazine. (2019)
      10. Column Editor, "What is" Column in ACM Special Interest Group on Design Automation (SIGDA) E-newsletter. (2018 - 2019)
      11. Lead Guest Editor, Special Section on Emerging Non-volatile Memory Technologies: from Devices to Architectures and Systems, IEEE Transactions on Computers (TC). (2017 - 2018)
      12. Guest Editor, Special Issue on Emerging Non-Volatile Memory in Embedded Systems, Elsevier Journal of Systems Architecture (JSA). (2015 - 2016)
      13. Guest Editor, Special Issue on Smart Reconfigurable System Modeling, Design, and Implementation, Elsevier Microprocessors and Microsystems (MICPRO). (2014 - 2015)
      14. Guest Editor, Special Issue on Reconfigurable Cyber-Physical and Embedded System Design, Elsevier Journal of Systems Architecture (JSA). (2014 - 2015)

      Conference Services
      1. Track Chair, ACM/IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), 2024.
      2. Local Chair, IEEE Real-Time Systems Symposium (RTSS), Taipei, Taiwan, 2023.
      3. Track Chair, ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), 2023.
      4. Organizer, International Workshop on Memory and Storage Computing (MSC), Co-located Workshop with ESWEEK, Virtual Conference, 2020-2022.
      5. Special Session Chair, ACM Great Lakes Symposium on VLSI (GLSVLSI), Beijing, China, 2020.
      6. TPC Secretary, ACM/IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), Beijing, China, 2020.
      7. Publicity Chair, Embedded Operating System Workshop (EWiLi), New York, USA, 2019.
      8. Steering Committee Member, IEEE Nonvolatile Memory Systems and Applications Symposium (NVMSA). (2018 - Present)
      9. Publicity Chair, Embedded Operating System Workshop (EWiLi), Torino, Italy, 2018.
      10. General Co-Chair, IEEE Nonvolatile Memory Systems and Applications Symposium (NVMSA), Hakodate, Japan, 2018.
      11. Special Session Co-Chair, IEEE Computer Society Annual Symposium on VLSI (ISVLSI), Hong Kong, China, 2018.
      12. Publicity Chair, ACM Great Lakes Symposium on VLSI (GLSVLSI), Chicago, Illinois, USA, 2018.
      13. Program Co-Chair, IEEE Nonvolatile Memory Systems and Applications Symposium (NVMSA), Hsinchu, Taiwan, 2017.
      14. Local Co-Chair, ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), Taipei, Taiwan, 2017.
      15. Publicity Co-Chair, IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), Daegu, Korea, 2016.
      16. Workshop Co-chair, International Computer Symposium (ICS), Taichung, Taiwan, 2014.
      17. Web Chair, IEEE Real-Time Systems Symposium (RTSS), Tucson, Arizona, USA, 2007.

      Program Committee (Full List in Chronological Order)
      1. ACM/IEEE International Conference on Computer-Aided Design (ICCAD), 2021-2023.
      2. ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), 2019-2023.
      3. ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), 2019-2023.
      4. ACM/IEEE Design Automation Conference (DAC), 2017, 2019.
      5. ACM/IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), 2016-2018, 2024.
      6. IEEE Real-Time Systems Symposium (RTSS), 2019, 2020.
      7. IEEE Real-time and Embedded Technology and Application Symposium (RTAS), 2019, 2021.
      8. IEEE International Symposium on Modeling Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS), 2019.
      9. IEEE International Conference on Distributed Computing Systems (ICDCS), 2012.
      10. ACM Symposium on Applied Computing (SAC), 2014-2024.
      11. ACM International Conference on Research in Adaptive and Convergent Systems (RACS), 2010-2020, 2022-2023.
      12. ACM SIGPLAN Conference on Languages, Compilers, and Tools for Embedded Systems (LCTES), 2015, 2017.
      13. IEEE Nonvolatile Memory Systems and Applications Symposium (NVMSA), 2013-2016, 2018-2023.
      14. IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2019-2021.
      15. USENIX Workshop on Hot Topics in Storage and File Systems (HotStorage), 2021.
        -------------------------------------------------
      16. IEEE International Conference on Industrial Internet (ICII), 2019.
      17. IEEE International Conference on Consumer Electronics (ICCE), 2018, 2019.
      18. IEEE International Symposium on Consumer Technologies (ISCT), 2019.
      19. IEEE International Conference on Multimedia Big Data (BigMM), 2016, 2019.
      20. IEEE International Conference on Embedded Software and Systems (ICESS), 2011, 2012, 2015, 2017, 2021-2022.
      21. IEEE International Symposium on VLSI Design, Automation and Test (VLSI-DAT), Hsinchu, Taiwan, 2017.
      22. IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), 2013.
      23. IEEE International Conference on Service-Oriented Computing and Applications (SOCA), 2010, 2011, 2012.
      24. IEEE Global Conference on Consumer Electronics (GCCE), 2015.
      25. IEEE International Conference on High-Performance Compilation, Computing, and Communications (HP3C), 2014.
      26. IEEE International Conference on Digital Information Management (ICDIM), 2011.
      27. IEEE International Conference on Computational Science and Engineering (CSE), 2011.
      28. IEEE International Conference on Embedded and Ubiquitous Computing (EUC), 2010.

      Paper Review (Full List in Chronological Order)
        -- Journal Paper Review --
      1. ACM Transactions on Embedded Computing Systems (TECS), 2008-2016, 2018-2019, 2021-2023.
      2. ACM Transactions on Storage (TOS), 2010, 2014, 2015, 2017, 2020-2023.
      3. ACM Transactions on Design Automation of Electronic Systems (TODAES), 2010, 2013, 2016, 2020, 2022-2023.
      4. ACM Transactions on Cyber-Physical Systems (TCPS), 2021.
      5. IEEE Transactions on Computers (TC), 2010-2012, 2014-2023.
      6. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2015-2023.
      7. IEEE Proceedings of the IEEE (PIEEE), 2022.
      8. IEEE Transactions on Very Large Scale Integration Systems (TVLSI), 2014, 2015, 2018-2021.
      9. IEEE Transactions on Emerging Topics in Computing (TETC), 2019, 2021-2022.
      10. IEEE Transactions on Circuits and Systems I (TCAS I), 2019.
      11. IEEE Transactions on Transactions on Mobile Computing (TMC), 2019.
      12. IEEE Transactions on Parallel and Distributed Systems (TPDS), 2018, 2020.
      13. IEEE Transactions on Multi-Scale Computing Systems (TMSCS), 2015.
      14. IEEE Transactions on Reliability (TR), 2015.
      15. IEEE Transactions on Industrial Informatics (TII), 2011, 2012.
      16. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2008.
      17. ACM Journal on Emerging Technologies in Computing Systems (JETC), 2018, 2021.
      18. IEEE Embedded Systems Letter (ESL), 2017.
      19. IEEE Systems Journal (ISJ), 2016.
      20. IEEE Internet of Things Journal (IoT), 2017.
      21. IEEE Computer Architecture Letters (CAL), 2014, 2021-2022.
      22. IEEE Design and Test (DT), 2018.
      23. IEEE Access, 2018.
      24. Elsevier Journal of Systems Architecture (JSA), 2010, 2013, 2017-2021.
      25. Elsevier Microprocessors and Microsystems (MICPRO), 2016, 2017, 2020.
      26. Elsevier Future Generation Computer Systems (FGCS), 2015, 2017-2019, 2023.
      27. Springer Journal of Computer Science and Technology (JCST), 2012, 2014, 2015, 2017,2018.
      28. Springer Design Automation for Embedded Systems (DAEM), 2012, 2013, 2015.
      29. Springer Journal of Signal Processing Systems (JSPS), 2014.
      30. Journal of Information Science and Engineering (JISE), 2012-2017, 2020.
        -- Conference Paper Review --
      1. ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), 2009, 2019-2023.
      2. ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), 2019-2023.
      3. ACM/IEEE International Conference on Computer-Aided Design (ICCAD), 2020-2023.
      4. ACM/IEEE Design Automation Conference (DAC), 2010-2013, 2017, 2019.
      5. ACM/IEEE International Conference on Compilers, Architecture, and Synthesis for Embedded Systems (CASES), 2018-2019.
      6. ACM/IEEE International Conference on Embedded Software (EMSOFT), 2006, 2009.
      7. ACM International Symposium on Computer Architecture (ISCA), 2017.
      8. IEEE Real-Time Systems Symposium (RTSS), 2006, 2019, 2020.
      9. IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), 2005, 2008, 2009, 2019, 2021.
      10. IEEE International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS), 2019.
      11. IEEE International Symposium on High Performance Computer Architecture (HPCA), 2013.
      12. IEEE International Conference on Distributed Computing Systems (ICDCS), 2008, 2012.
      13. IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2011.
      14. USENIX Annual Technical Conference (ATC), 2015.
        -------------------------------------------------
      15. ACM/IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), 2006-2008, 2013, 2016-2018, 2024.
      16. ACM/IEEE Design, Automation and Test in Europe (DATE), 2005, 2007.
      17. ACM Symposium on Applied Computing (SAC), 2006-2008, 2010, 2014-2023.
      18. ACM SIGPLAN/SIGBED Conference on Languages, Compilers, Tools and Theory for Embedded Systems (LCTES), 2009, 2015, 2017.
      19. ACM Euromicro Conference on Real-Time Systems (ECRTS), 2007-2009.
      20. IEEE Nonvolatile Memory Systems and Applications Symposium (NVMSA), 2014-2016, 2018-2023.
      21. IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2019-2021.
      22. USENIX Workshop on Hot Topics in Storage and File Systems (HotStorage), 2021.
        -------------------------------------------------
      23. ACM Research in Adaptive and Convergent Systems (RACS), 2010-2020, 2022.
      24. IEEE International Symposium on Consumer Technologies (ISCT), 2019.
      25. IEEE International Conference on Multimedia Big Data (BigMM), 2016, 2019.
      26. IEEE International Conference on Consumer Electronics (ICCE), 2018, 2019.
      27. IEEE International Conference on Embedded Software and Systems (ICESS), 2010-2012, 2015, 2017, 2021-2022.
      28. IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), 2005, 2009-2011, 2013-2014.
      29. IEEE International Conference on Service-Oriented Computing and Applications (SOCA), 2010-2012.
      30. IEEE International Conference on Computing, Networking and Communications (ICNC), 2012.
      31. IEEE International Conference on Computational Science and Engineering (CSE), 2011.
      32. IEEE International Conference on Digital Information Management (ICDIM), 2011.
      33. IEEE International Conference on Embedded and Ubiquitous Computing (EUC), 2006, 2008-2010.

      Invited Talks at Conferences
      1. Invited Speaker, Data Storage Innovation Submit (HiData Workshop), Hong Kong, Jun. 26, 2021.
      2. Tutorial Speaker, International Conference on VLSI Design (VLSID), Virtual Conference, Feb. 20, 2021.
      3. Tutorial Speaker, ACM/IEEE Design, Automation and Test in Europe Conference (DATE), Virtual Conference, Feb. 1, 2021.
      4. Tutorial Speaker, ACM/IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), Jeju Island, Korea, Jan. 22, 2018.
      5. Tutorial Speaker, International Symposium on VLSI Design, Automation and Test (VLSI-DAT), Hsinchu, Taiwan, Apr. 24, 2017.
      6. Invited Speaker, EDA Forum, Taipei, Taiwan, Oct. 2, 2015.
      7. Invited Speaker, IEEE Nonvolatile Memory Systems and Applications Symposium (NVMSA), Hong Kong, China, Aug. 2015.
      8. Invited Speaker, IEEE Nonvolatile Memory Systems and Applications Symposium (NVMSA), Chongqing, China, Aug. 2014.

      Invited Talks at Universities, Institutes, and Companies
      1. Invited Speaker, Department of Computer Science and Information Engineering, National Taiwan Normal University (NTNU), Taipei, Taiwan, Nov. 10, 2022.
      2. Invited Speaker, Department of Computer Science and Engineering, National Sun Yat-sen University (NSYSU), Kaohsiung, Taiwan, Deb. 10, 2021.
      3. Invited Speaker, Department of Computer Science, National Tsing Hua University (NTHU), Hsinchu, Taiwan, May 12, 2021.
      4. Invited Speaker, Department of Computer Science and Information Engineering, National Central University (NCU), Taoyuan, Taiwan, May 5, 2021.
      5. Invited Speaker, Department of Electrical Engineering, National Taiwan University (NTU), Taipei, Taiwan, Nov. 18, 2019.
      6. Invited Speaker, Department of Computer Science and Engineering, Yuan Ze University (YZU), Taoyuan, Taiwan, May 18, 2018.
      7. Invited Speaker, Department of Computer Science and Information Engineering, National Kaohsiung University (NKU), Kaohsiung, Taiwan, May 2018.
      8. Invited Speaker, Department of Computer Science, National Taichung University of Science and Technology (NUTC), Taichung, Taiwan, Mar. 2018.
      9. Invited Speaker, Department of Computer Science and Information Engineering, Chung Yuan Christian University (CYCU), Taoyuan, Taiwan, Dec. 18, 2017.
      10. Invited Speaker, Department of Computer Science and Information Engineering, National Central University (NCU), Taoyuan, Taiwan, May 10, 2017.
      11. Invited Speaker, Department of Computer Science and Information Engineering, National Cheng Kung University (NCKU), Tainan, Taiwan, Dec. 23, 2016.
      12. Invited Speaker, Department of Computer Science and Information Engineering, Fu Jen Catholic University (FJU), Taipei, Taiwan, Mar. 2, 2016.
      13. Invited Speaker, Department of Computer Science and Information Engineering, National Defense University (NDU), Taoyuan, Taiwan, Jan. 22, 2016.
      14. Invited Speaker, Department of Computer Science, National Tsing Hua University (NTHU), Hsinchu, Taiwan, Jan. 6, 2016.
      15. Invited Speaker, Department of Electrical Engineering, National Taiwan University (NTU), Taipei, Taiwan, Jan. 4, 2016.
      16. Invited Speaker, Department of Computer Science and Engineering, Chang Gung University (CGU), Taoyuan, Taiwan, Jul. 3, 2015.
      17. Invited Speaker, Department of Computer Science and Engineering, Yuan Ze University (YZU), Taoyuan, Taiwan, Dec. 26, 2014.
      18. Invited Speaker, Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology (NTUST), Taipei, Taiwan, Dec. 23, 2013.
      19. Invited Speaker, Department of Computer Science and Information Engineering, National Cheng Kung University (NCKU), Tainan, Taiwan, Oct. 18, 2013.
      20. Invited Speaker, VIA Technologies, Taipei, Taiwan, May 22, 2013.
      21. Invited Speaker, Department of Information Management, Kainan University (KNU), Taiyuan, Taiwan, May 9, 2013.
      22. Invited Speaker, Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology (NTUST), Taipei, Taiwan, Jan. 2, 2012.
      23. Invited Speaker, Department of Computer Science and Information Engineering, National Taiwan Normal University (NTNU), Taipei, Taiwan, Dec. 28, 2011.
      24. Invited Speaker, Department of Computer Science and Information Engineering, Fu Jen Catholic University (FJU), Taipei, Taiwan, Dec. 21, 2011.
      25. Invited Speaker, Department of Computer Science and Information Engineering, National Taiwan Normal University (NTNU), Taipei, Taiwan, Dec. 22, 2010.
      26. Invited Speaker, Institute of Information Science, Academia Sinica, Taipei, Taiwan, Jun. 28, 2010.
      27. Invited Speaker, Austin Research Lab, IBM, Austin, Texas, USA, Aug. 3, 2009.

    Other Activities
      Administrative Services
      1. Deputy Director, Institute of Information Science, Academia Sinica. (Sep. 2019 - present)
      2. Chair, Academic Affairs Committee of DP Data Science Program, Academia Sinica. (2018 - 2019)
      3. Chair, Student Affairs Committee of TIGP SNHCC Program, Academia Sinica. (2014 - present)
      4. Director, IIS Library, Academia Sinica. (2014 - 2015)
      5. Deputy Director, IIS Library, Academia Sinica. (2013)

      Committee of Contests and Competitions
      1. Committee Member, Programming Contest of Senior High Schools of Taipei, 2017. (Oct. 2017)
      2. Committee Member, Programming Contest of Senior High Schools of Taipei, 2016. (Oct. 2016)
      3. Committee Member, Programming Contest of Senior High Schools of Taipei, 2015. (Oct. 2015)
      4. Committee Member, Scholarship to Study Abroad, Ministry of Education, 2014. (Dec. 2014)
      5. Committee Member, Programming Contest of Senior High Schools of Taipei, 2014. (Oct. 2014)
      6. Committee Member, Programming Contest of Senior High Schools of Taipei, 2013. (Oct. 2013)
      7. Committee Member, Programming Contest of Senior High Schools of Taipei, 2012. (Oct. 2012)
      8. Committee Member, Programming Contest of Senior High Schools of Taipei, 2010. (Nov. 2010)

    Personnel Trainning
      Postdoctoral Fellow
      1. Postdoctoral Research Fellow, Yun-Shen Hsieh, National Tsing Hua University.
      2. Postdoctoral Research Fellow, Tse-Yuan Wang, National Taiwan University.
      3. Postdoctoral Research Fellow, Yi-Shen Chen, National Taiwan University.
        He became an assistant professor in Department of Electronic and Computer Engineering, National Taiwan University of Science and Technology in Aug. 2023.
      4. Postdoctoral Research Fellow, Yen-Ting Chen, National Tsing Hua University.
        He became an assistant professor in Department of Engineering Science and Ocean Engineering, National Taiwan University in Aug. 2023.
      5. Postdoctoral Research Fellow, Chun-Feng Wu, National Taiwan University. (Aug. 2022)
        He became an assistant professor in Department of Computer Science, National Yang Ming Chiao Tung University in Aug. 2022.
      6. Postdoctoral Research Fellow, Yu-Pei Liang, National Tsing Hua University. (Feb. 2022)
        She became an assistant professor in Department of Computer Science and Information Engineering, National Chung Cheng University in Feb. 2022.
      7. Postdoctoral Research Fellow, Che-Wei Tsao, National Taiwan University. (Aug. 2020)
        He became a chief engineer in Silicon Motion Technology Corp. in Aug. 2020.
      8. Postdoctoral Research Fellow, Shuo-Han Chen, National Tsing Hua University. (Aug. 2020)
        He became an assistant professor in Department of Computer Science and Information Engineering, National Taipei University of Technology in Aug. 2020.
      9. Postdoctoral Research Fellow, Tseng-Yi Chen, National Tsing Hua University. (Feb. 2018)
        He became an assistant professor in Department of Computer Science and Engineering, Yuan Ze University in Feb. 2018. Then he became an assistant professor in Department of Computer Science and Information Engineering, National Central University in Feb. 2020.
      10. Postdoctoral Research Fellow, Chien-Chung Ho, National Taiwan University. (Aug. 2017)
        He became an assistant professor in Department of Computer Science and Information Engineering, National Chung Cheng University in Aug. 2017. Then he became an assistant professor in Computer Science and Information Engineering, National Cheng Kung University in Aug. 2021.
      11. Postdoctoral Research Fellow, Ming-Chang Yang, National Taiwan University. (Aug. 2017)
        He became an assistant professor in Department of Computer Science and Engineering, The Chinese University of Hong Kong in Aug. 2017.
      12. Postdoctoral Research Fellow, Po-Chung Huang, National Taiwan University. (Feb. 2014)
        He became an assistant professor in Department of Computer Science and Engineering, Yuan Ze University in Feb. 2014. Then he became an assistant professor in Department of Electronic Engineering, National Taipei University of Technology in Aug. 2017.
      13. Postdoctoral Research Fellow, Kuo-Yi Chen, National Cheng Kung University. (Feb. 2013)
        He became an assistant professor in Department of Computer Science and Information Engineering, National Formosa University in Feb. 2013.

      Research Assistant
      1. Assistant, Wei-Lin Wang, National Tsing Hua University.
      2. Assistant, Wei Cheng, National Cheng Kung University. (Aug. 2023)
      3. Assistant, Chun-Ling Huang, National Taiwan University of Science and Technology. (Aug. 2022)
      4. Assistant, Shih-Wen Hsu, National Tsing Hua University. (Jul. 2022)
      5. Assistant, Chun-Feng Wu, National Taiwan University. (Aug. 2021)
      6. Assistant, Wei-Chun Cheng, Tamkang University. (Aug. 2020)
      7. Assistant, Chi-Heng Lee, National Tsing Hua University. (Dec. 2020)
      8. Assistant, Chia-Wei Liu, National Taiwan University of Science and Technology. (Aug. 2020)
      9. Assistant, Che-Wei Tsao, National Taiwan University. (Jul. 2019)
      10. Assistant, Yi-Ling Lin, Chang Gung University. (Aug. 2018)
      11. Assistant, Chieh-Fu Chang, Chang Gung University. (Jul. 2018)
      12. Assistant, Shuo-Han Chen, National Tsing Hua University. (Mar. 2018)
      13. Assistant, Ming-Chang Yang, National Taiwan University. (Jan. 2017)
      14. Assistant, Yuan-Hung Kuan, National Taiwan University of Science and Technology. (Aug. 2015)
      15. Assistant, Chun-Yi Liu, National Taiwan University. (Aug. 2015)
      16. Assistant, Sheng-Wei Cheng, National Taiwan University. (Aug. 2014)
      17. Assistant, Rekha Kumaran, Bharathidasan University, India. (Jan. 2014)
      18. Assistant, Chien-Chin Huang, National Tsing Hua University. (Aug. 2013)
      19. Assistant, Lue-Jane Lee, National Taiwan University. (Aug. 2012)
      20. Assistant, Pei-Shu Liao, National Chung Hsing University. (Aug. 2012)

      Ph.D.
      1. Ph.D., Tse-Yuan Wang, National Taiwan University. (Jun. 2022)
      2. Ph.D., Dharamjeet, National Tsing Hua University (TIGP SNHCC Program of Academia Sinica). (Feb. 2022)
      3. Ph.D., Wei-Chen Wang, National Taiwan University. (Jun. 2021)
      4. Ph.D., Yi-Shen Chen, National Taiwan University. (Jun. 2021)
      5. Ph.D., Chun-Feng Wu, National Taiwan University. (Jun. 2021)
      6. Ph.D., Gaddisa Olani Ganfure, National Tsing Hua University (TIGP SNHCC Program of Academia Sinica). (Dec. 2020)
        He became an assistant professor in Department of Computer Science, Dire Dawa University, Ethiopia in Jan. 2021.
      7. Ph.D., Che-Wei Tsao, National Taiwan University. (Jun. 2019)
      8. Ph.D., Chin-Chiang Pan, National Taiwan University. (Jun. 2018)
      9. Ph.D., Hung-Sheng Chang, National Taiwan University. (Jun. 2017)
      10. Ph.D., Ming-Chang Yang, National Taiwan University. (Dec. 2016)
      11. Ph.D., Chien-Chung Ho, National Taiwan University. (Jun. 2016)
      12. Ph.D., Yu-Ming Chang, National Taiwan University. (Jun. 2015)
      13. Ph.D., Po-Chung Huang, National Taiwan University. (Jun. 2012)

      Master
      1. Master, Shi-Zhe Lin, National Taiwan University. (Jun. 2023)
      2. Master, Yu-Hong Lai, National Taiwan University. (Jun. 2023)
      3. Master, Tzu-Chieh Huang, National Taiwan University. (Jun. 2023)
      4. Master, Zheng-Wei Wu, National Taiwan University. (Jun. 2022)
      5. Master, Chih-Ting Lo, National Taiwan University. (Jun. 2022)
      6. Master, Wen-Yi Wang, National Taiwan University. (Jun. 2022)
      7. Master, Yin-Chiuan Chen, National Taiwan University. (Jun. 2021)
      8. Master, Yu-Pang Wang, National Taiwan University. (Jun. 2021)
      9. Master, Ting-Hsuan Lo, National Taiwan University. (Jun. 2020)
      10. Master, Yueh-Han Wu, National Taiwan University. (Jun. 2019)
      11. Master, Yao-Wen Kang, National Taiwan University. (Apr. 2019)
      12. Master, Shu-Hsien Liao, National Taiwan University. (Jun. 2018)
      13. Master, Wei-Cheng Wang, National Taiwan University. (Jun. 2016)
      14. Master, Kun-Cheng Hsu, National Taiwan University. (Jun. 2017)
      15. Master, Tse-Yuan Wang, National Taiwan University. (Jun. 2016)
      16. Master, Xiang-Zhi Huang, National Taiwan University. (Jun. 2015)
      17. Master, Shin-Yu Chang, National Taiwan University. (Jun. 2015)
      18. Master, Chun-Ta Lin, National Taiwan University. (Jun. 2014)
      19. Master, Fu-Shin Chen, National Taiwan University. (Jun. 2014)
      20. Master, Yu-Cheng Chang, National Taiwan University. (Jun. 2014)
      21. Master, Hsiu-Chang Chen, National Taiwan University. (Jun. 2014)
      22. Master, Bing-Jing Chang, National Taiwan University. (Jun. 2013)
      23. Master, Tzu-Jung Huang, National Taiwan University. (Jun. 2013)
      24. Master, Chung-Yu Liu, National Taiwan University. (Jun. 2013)
      25. Master, Yun-Teng Pan, National Taipei University of Technology. (Jun. 2012)
      26. Master, Che-Wei Tsao, National Taipei University of Technology. (Jun. 2012)
      27. Master, Sheng-Wei Cheng, National Taiwan University. (Jun. 2012)
      28. Master, Chun-Yi Liu, National Taiwan University. (Jun. 2011)

    Membership
    • Fellow, Institute of Electrical and Electronics Engineers (IEEE) (2023 - present)
    • Senior Member, Association for Computing Machinery (ACM) (2018 - present)
    • Lifetime Member, Taiwan Integrated Circuit Design Association (TICD) (2018 - present)
    • Lifetime Member, The Chinese Institute of Electrical Engineering (CIEE) (2014 - present)
    • Lifetime Member, Institute of Information & Computing Machinery (IICM) (2009 - present)
    English Ability
    • FLPT (Foreign Language Proficiency Test): 279, Oral: S-3. (Jul. 2009)
    • TOEFL: 257 (computer-based test) = 612 (paper-based test) = 104 iBT, Essay: 5.0. (Mar. 2004)
    Johnson Chang
         
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