Institute of Information Science, Academia Sinica

DIffUMI: Training-Free Universal Model Inversion via Unconditional Diffusion for Face Recognition

IEEE Transactions on Information Forensics and Security , April 2026

Hanrui Wang, Shuo Wang, Chun-Shien Lu, and Isao Echizen

Harnessing Sequence Embedding and Ensemble Learning to Identify Antifungal Peptides with Low Hemolytic Risk

ACS OMEGA, April 2026

Chung-Yen Lin,Wen-Chih Cheng, U-Lin Chen, Tzu-Tang Lin, Li-Hang Hsu, Yang-Hsin Shih, I-Hsuan Lu, Ying-Lien Chen, Shu-Hwa Chen

Overcoming Copyright Barriers in Corpus Distribution Through Non-Reversible Hashing

The 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026), Main Conference, July 2026

Arthur Amalvy, Vincent Labatut, Xavier Bost, and Hen-Hsen Huang

Rethinking Forgery Attacks on Semantic Watermarks in Black-Box Settings: A Geometric Distortion Perspective

Forty-third International Conference on Machine Learning (ICML), July 2026

Cheng-Yi Lee, Yichi Zhang, Yuchen Yang, and Chun-Shien Lu, and Jun-Cheng Chen

Submodular Optimization for Minimal Augmentation in Robust Language Model Alignment

Forty-third International Conference on Machine Learning (ICML), July 2026

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

Understanding Audiovisual Deepfake Detection: Techniques, Challenges, Human Factors, and Perceptual Insights

IEEE Computational Intelligence Magazine, May 2026

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

Telomere-to-Telomere, Haplotype-Resolved Chromosome-Level Genome Assembly and Annotation of Taiwan Hard Clam (Meretrix taiwanica)

Scientific Data, May 2026

Ching-Huei Huang, Po-Cheng Hsu, San-Tzu Hsieh, Fu-Shen Tseng, Chung-Yen Lin

Regret-Guided Search Control for Efficient Learning in AlphaZero

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

Yun-Jui Tsai, Wei-Yu Chen, Yan-Ru Ju, Yu-Hung Chang, Ti-Rong Wu

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

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

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