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中央研究院 資訊科學研究所

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近期研究成果

呂俊賢

SGCD: Stain-Guided CycleDiffusion for Unsupervised Domain Adaptation of Histopathology Image Classification

The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS) (Spotlight), December 2025

Hsi-Ling Chen, Chun-Shien Lu, and Pau-Choo Chung

呂俊賢

Safety Alignment Depth in Large Language Models: A Markov Chain Perspective

The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS), December 2025

Ching-Chia Kao, Chia-Mu Yu, Chun-Shien Lu, and Chu-Song Chen

洪鼎詠

Uncertainty-Guided Exploration for Efficient AlphaZero Training

Annual Conference on Neural Information Processing Systems (NeurIPS), December 2025

Scott Cheng, Meng-Yu Tsai, Ding-Yong Hong, Mahmut Kandemir

黃瀚萱

Efficient Beam Search for Large Language Models Using Trie-Based Decoding

The 30th Conference on Empirical Methods in Natural Language Processing (EMNLP 2025), November 2025

Brian J Chan, Mao-xun Huang, Jui-Hung Cheng, Chao-Ting Chen, Hen-Hsen Huang

呂俊賢

BadVim: Unveiling Backdoor Threats in Visual State Space Model

European Conference on Artificial Intelligence (ECAI), October 2025

Cheng-Yi Lee, Yu-Hsuan Chiang, Zhong-You Wu, Chia-Mu Yu, and Chun-Shien Lu

呂俊賢

MaXsive: High-Capacity and Robust Training-Free Generative Image Watermarking in Diffusion Models

ACM International Conference on Multimedia (ACM MM), October 2025

Po-Yuan Mao, Cheng-Chang Tsai, and Chun-Shien Lu

吳廸融

Bridging Local and Global Knowledge via Transformer in Board Games

the thirty-fourth International Joint Conference on Artificial Intelligence (IJCAI), August 2025

Yan-Ru Ju, Tai-Lin Wu, Chung-Chin Shih, Ti-Rong Wu

王新民

NeuroAMP: A Novel End-to-end General Purpose Deep Neural Amplifier for Personalized Hearing Aids

IEEE Transactions on Artificial Intelligence, August 2025

Shafique Ahmed, Ryandhimas E. Zezario, Hui-Guan Yuan, Amir Hussain, Hsin-Min Wang, Wei-Ho Chung, and Yu Tsao

林仲彥

From AI to action: Antimicrobial peptides engineered by generative adversarial networks (GANs)-A novel approach to combat resistant Bacteria

Chemical Engineering Journal, September 2025

Chia-Wen Lai, Chung-Yen Lin, Meng-Chen Tsai, Wei-Jung Chen, Chia-Chun Hsieh, Zi-Jing Lin, Li-Jiuan Shen, Ying-Lien Chen, Lee-Jene Lai, Shu-Hwa Chen, Yang-Hsin Shih

黃瀚萱

SmartSpatial: Enhancing 3D Spatial Awareness in Stable Diffusion with a Novel Evaluation Framework

The 34th International Joint Conference on Artificial Intelligence (IJCAI 2025) Special Track on AI, Arts & Creativity, August 2025

Mao-Xun Huang, Brian J Chan, Hen-Hsen Huang

王新民

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

IEEE Transaction on Audio, Speech and Language Processing, February 2025

Dyah A. M. G. Wisnu, Stefano Rini, Ryandhimas E. Zezario, Hsin-Min Wang, and Yu Tsao

馬偉雲

Not All LLM-Generated Data Are Equal: Rethinking Data Weighting in Text Classification

The Thirteenth International Conference on Learning Representations (ICLR 2025 Spotlight), April 2025

Hsun-Yu Kuo, Yin-Hsiang Liao, Yu-Chieh Chao, Wei-Yun Ma, Pu-Jen Cheng

學術活動

更多學術活動
13
October

學術演講

H4K20me3 reinforces breast cancer cell identity at distal enhancers

講者石清華 博士, Department of Biomedical Genetics and the Wilmot Cancer Institute, University of Rochester Medical Center

時間2025-10-13 (Mon.) 14:00 ~ 16:00

地點資訊所新館101會議室

13
October

學術演講

TIGP (SNHCC) -- Virtual Musician: An Automated System for Generating Expressive Virtual Violin Performances from Music

講者林鼎崴 博士, 中央研究院資訊科學研究所

時間2025-10-13 (Mon.) 14:00 ~ 16:00

地點資訊所新館106演講廳

17
October

卓越演講

[DLS2025-5] Quantum Frontiers: From Fundamental Theory to Real-World Impact

講者謝明修 博士, 鴻海研究院

時間2025-10-17 (Fri.) 10:00 ~ 12:00

地點資訊所新館106演講廳

19
October

學術演講

[院區開放]以深度學習為基礎的動物行為分析系統

講者廖弘源 博士, 中央研究院資訊科學研究所

時間2025-10-19 (Sun.) 09:30 ~ 10:10

地點資訊科學研究所新館106會議室

19
October

學術演講

[院區開放]以人工智慧技術尋找音樂的結構

講者蘇 黎 博士, 中央研究院資訊科學研究所

時間2025-10-19 (Sun.) 10:10 ~ 10:40

地點資訊科學研究所新館106會議室

3
November

學術研討會

[CITI-IIS-ISS ]114-2 聯合研討暨茶會

時間2025-11-03 (Mon.) 14:00 ~ 16:00

地點資訊所新館106、107

10
November

學術演講

TIGP (SNHCC) --Signal Processing Innovation for Hearing Assistive Devices in the AI Era

講者黃心和 博士, 中央研究院資訊科技創新研究中心

時間2025-11-10 (Mon.) 14:00 ~ 16:00

地點資訊所新館106演講廳

12
November

卓越演講

[DLS2025-6]Recent Developments in Green Learning: New Modules and Examples (以英文演講)

講者郭宗杰 特聘教授, Electrical and Computer Engineering and Computer Science, University of Southern California, USA

時間2025-11-12 (Wed.) 10:00 ~ 12:00

地點資訊所新館106演講廳

17
November

學術演講

TIGP (SNHCC) -- Teaching Machines to Speak Protein: AI for Therapeutic Peptide Discovery

講者陳鯨太 教授, 臺北市立大學資訊科學系

時間2025-11-17 (Mon.) 14:00 ~ 16:00

地點資訊所新館106演講廳