Institute of Information Science, Academia Sinica

Learning Human-Like RL Agents Through Trajectory Optimization With Action Quantization

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

Jian-Ting Guo, Yu-Cheng Chen, Ping-Chun Hsieh, Kuo-Hao Ho, Po-Wei Huang, Ti-Rong Wu, I-Chen Wu

Promptable 3-D Object Localization with Latent Diffusion Models

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

Cheng-Yao Hong, Li-Heng Wang, and Tyng-Luh Liu

Chromosome-Level Genome Assembly and Annotation of the Japanese Cutlassfish (Trichiurus japonicus): A High-Quality Genomic Resource Featuring Nuclear and Mitochondrial Completeness for Future Studies

Scientific Data, November 2025

Po-Cheng Hsu, Chung-Yen Lin, Ping-Heng Hsieh, Wei-Hsuan Chuang, Mei-Yeh Lu, Chaolun A llen Chen, Shu-Hwa Chen

AV-Lip-Sync+: Leveraging AV-HuBERT to Exploit Multimodal Inconsistency for Deepfake Detection of Frontal Face Videos

IEEE Transactions on Human-Machine System, October 2025

Sahibzada Adil Shahzad, Ammarah Hashmi, Yan-Tsung Peng, Yu Tsao, and Hsin-Min Wang

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

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

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

A Grouping Algorithm for Training Tree-Shaped Models on Multiple GPUs with High Efficiency

IEEE International Conference on Computers, Software, and Applications (COMPSAC), July 2025

Cai-Feng Lin, Ding-Yong Hong, Tzu-Hsien Tsai, Pangfeng Liu, Jan-Jan Wu

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

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

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

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

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

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