Institute of Information Science, Academia Sinica

HSIC Bottleneck for Cross-Generator and Domain-Incremental Synthetic Image Detection

The Fourteenth International Conference on Learning Representations (ICLR), April 2026

Chin-Chia Yang, Yung-Yu Chuang, Hwann-Tzong Chen and Tyng-Luh Liu

Universal Robust Speech Adaptation for Cross-Domain Speech Recognition and Enhancement

IEEE Transaction on Audio, Speech and Language Processing, February 2026

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

Cross-Attention Reprogramming for ASR: Bridging Discrete Speech Units and Pretrained Language Models

IEEE Access, January 2026

Pei-Jun Liao, Hung-Yi Lee, and Hsin-Min Wang

Can We Formalise Type Theory Intrinsically without Any Compromise? A Case Study in Cubical Agda

Proceedings of the 15th ACM SIGPLAN International Conference on Certified Programs and Proofs (CPP '26), January 2026

Liang-Ting Chen, Fredrik Nordvall Forsberg, Tzu-Chun Tsai

Efficient Column-Wise N:M Pruning on RISC-V CPU

Journal of Systems Architecture (JSA), March 2026

Chi-Wei Chu, Ding-Yong Hong, Jan-Jan Wu

AVTENet: A Human-Cognition-Inspired Audio-Visual Transformer-Based Ensemble Network for Video Deepfake Detection

IEEE Transactions on Cognitive and Developmental Systems, December 2025

Ammarah Hashmi, Sahibzada Adil Shahzad, Chia-Wen Lin, Yu Tsao, and Hsin-Min Wang

FedSDA: Federated Stain Distribution Alignment for Non-IID Histopathological Image Classification

The 40th Annual AAAI Conference on Artificial Intelligence (AAAI), January 2026

Cheng-Chang Tsai, Kevin Cheng, and Chun-Shien Lu

Complete end-to-end learning from protein feature representation to protein interactome inference

GigaScience, November 2025

Yu-Hsin Chen, Chien-Fu Liu, Jun-Yi Leu*, and Huai-Kuang Tsai*

GreedyPixel: Fine-Grained Black-Box Adversarial Attack Via Greedy Algorithm

IEEE Transactions on Information Forensics and Security , November 2025

Hanrui Wang, Ching-Chun Chang, Chun-Shien Lu, Christopher Leckie, and Isao Echizen

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

IEEE Transactions on Human-Machine Systems, December 2025

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

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

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