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Institute of Information Science, Academia Sinica

Announcement

More Announcements

 2025-02-11

Congratulations to Dr. Ding-Yong Hong for being promoted to Associate Research Fellow, effective February 6th, 2025

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Recent Research Results

Ding-Yong Hong

Execution Time Optimization for Pipeline Deep Network Training on Multiple GPUs

Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP), March 2025

Bing-Jou Wu, Ding-Yong Hong, Pangfeng Liu, Jan-Jan Wu

Hsin-Min Wang

A Study on Zero-shot Non-intrusive Speech Assessment using Large Language Models

IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP2025), April 2025

Ryandhimas E. Zezario, Sabato M. Siniscalchi, Hsin-Min Wang, and Yu Tsao

Hsin-Min Wang

Channel-Aware Domain-Adaptive Generative Adversarial Network for Robust Speech Recognition

IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP2025), April 2025

Chien-Chun Wang, Li-Wei Chen, Cheng-Kang Chou, Hung-Shin Lee, Berlin Chen, and Hsin-Min Wang

Hsin-Min Wang

Leveraging Joint Spectral and Spatial Learning with MAMBA for Multichannel Speech Enhancement

IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP2025), April 2025

Wenze Ren, Haibin Wu, Yi-Cheng Lin, Xuanjun Chen, Rong Chao, Kuo-Hsuan Hung, You-Jin Li, Wen-Yuan Ting, Hsin-Min Wang, and Yu Tsao

Chung-Yen Lin

Interpretation of Machine Learning-Based Prediction Models and Functional Metagenomic Approach to Identify Critical Genes in HBCD Degradation

Journal of Hazardous Materials, March 2025

Yu-Jie Lin, Ping-Heng Hsieh, Chun-Chia Mao, Yang-Hsin Shih, Shu-Hwa Chen, Chung-Yen Lin

Hen-Hsen Huang

Exploring Conversational Adaptability: Assessing the Proficiency of Large Language Models in Dynamic Alignment with Updated User Intent

The 39th Annual AAAI Conference on Artificial Intelligence (AAAI), February 2025

Yu-Chuan Chen, Hen-Hsen Huang

Tyng-Luh Liu

Multimodal Promptable Token Merging for Diffusion Models

The 39th Annual AAAI Conference on Artificial Intelligence (AAAI), February 2025

Cheng-Yao Hong and Tyng-Luh Liu

Tyng-Luh Liu

SLIP: Spoof-aware One-class Face Anti-Spoofing with Language Image Pretraining

The 39th Annual AAAI Conference on Artificial Intelligence (AAAI), February 2025

Pei-Kai Huang, Jun-Xiong Chong, Cheng-Hsuan Chiang, Tzu-Hsien Chen, Tyng-Luh Liu and Chiou-Ting Hsu

Tyng-Luh Liu

Tracking Everything Everywhere across Multiple Cameras

The 39th Annual AAAI Conference on Artificial Intelligence (AAAI), February 2025

Li-Heng Wang, YuJu Cheng and Tyng-Luh Liu

Ding-Yong Hong

Optimizing Compute Core Assignment for Dynamic Batch Inference in AI Inference Accelerator

ACM Symposium on Applied Computing (SAC), March 2025

Ze-Wei Liou and Ding-Yong Hong

Hsin-Min Wang

Multi-objective Non-intrusive Hearing-aid Speech Assessment Model

The Journal of the Acoustical Society of America, November 2024

Hsin-Tien Chiang, Szu-Wei Fu, Hsin-Min Wang, Yu Tsao, and John H. L. Hansen

Chung-Yen Lin

Secretome from estrogen‑responding human placenta‑derived mesenchymal stem cells rescues ovarian function and circadian rhythm in mice with cyclophosphamide‑induced primary ovarian insufficiency

Journal of Biomedical Science, October 2024

Duy-Cuong Le, Mai-Huong T Ngo, Yung-Che Kuo, Shu-Hwa Chen, Chung-Yen Lin, Thai-Yen Ling, Quoc Thao Trang Pham, Heng-Kien Au, Jihwan Myung, Yen-Hua Huang

Huai-Kuang Tsai

Predicting splicing patterns from the transcription factor binding sites in the promoter with deep learning

BMC Genomics, September 2024

Lin, C.H., Tsai, C.H., Shiau, C.K., Huang, J.H. and Tsai, H.K.*

Ding-Yong Hong

Speculative Monte-Carlo Tree Search

Annual Conference on Neural Information Processing Systems (NeurIPS), December 2024

Scott Cheng, Mahmut Kandemir, Ding-Yong Hong

Hsin-Min Wang

Effective Noise-aware Data Simulation for Domain-adaptive Speech Enhancement Leveraging Dynamic Stochastic Perturbation

IEEE Workshop on Spoken Language Technology (SLT2024), December 2024

Chien-Chun Wang, Li-Wei Chen, Hung-Shin Lee, Berlin Chen, and Hsin-Min Wang

Hsin-Min Wang

The VoiceMOS Challenge 2024: Beyond Speech Quality Prediction

IEEE Workshop on Spoken Language Technology (SLT2024), December 2024

Wen-Chin Huang, Szu-Wei Fu, Erica Cooper, Ryandhimas E. Zezario, Tomoki Toda, Hsin-Min Wang, Junichi Yamagishi, and Yu Tsao

Chung-Yen Lin

Interaction of the Gut Microbiota and Brain Functional Connectivity in Late Life Depression

Journal of Psychiatry and Neuroscience, September 2024

Chia-Fen Tsai, Chia-Hsien Chuang, Pei-Chi Tu, Wan-Chen Chang,Yen-Po Wang, Pei-Yi Liu, Po-Shan Wu, Chung-Yen Lin, Ching-Liang Lu

Chun-Shien Lu

Test-Time Stain Adaptation with Diffusion Models for Histopathology Image Classification

European Conference on Computer Vision (ECCV), September 2024

Cheng-Chang Tsai, Yuan-Chih Chen, and Chun-Shien Lu

Chung-Yen Lin

Transcriptomics and gut microbiome analysis of the edible herb Bidens pilosa as a functional feed additive to promote growth and metabolism in tilapia (Oreochromis spp.)

BMC Genomics, August 2024

Che-Chun Chen, Chung-Yen Lin, Hsin-Yun Lu, Chyng-Hwa Liou, Ying-Ning Ho, Chang-Wen Huang, Zhong-Fu Zhang, Chih-Hsin Kao, Wen-Chin Yang, Hong-Yi Gong

Academic Activities

20
February

Seminar

Entanglement-efficient distributed quantum computing

LecturerProf. Jun-Yi Wu, Department of Physics, Tamkang University

Time2025-02-20 (Thu.) 10:00 ~ 12:00

LocationAuditorium107 at IIS new Building

24
February

Seminar

TIGP (SNHCC) --The Transformative Power of AI in Multifaceted Precision Medicine: From Paradigm Exploration to Smart Health Evolution

LecturerDr. Yi-Ju Lee, Institute of Statistical Science, Academia Sinica

Time2025-02-24 (Mon.) 14:00 ~ 16:00

LocationAuditorium 106 at IIS new Building

24
March

Distinguished Lecture Series

[DLS 2025-1]Video Understanding and Generation with Multimodal Foundation Models

LecturerProf. Ming-Hsuan Yang, Electrical Engineering and Computer Science, University of California at Merced, USA

Time2025-03-24 (Mon.) 10:00 ~ 12:00

LocationN106, IIS

21
April

Seminar

TIGP (SNHCC) -- HAAQI-Net: A Non-intrusive Neural Music Audio Quality Assessment Model for Hearing Aids

LecturerMs. Dyah Ayu Wardhani, 中央研究院資訊科技創新研究中心

Time2025-04-21 (Mon.) 14:00 ~ 16:00

LocationAuditorium 106 at IIS new Building