Institute of Information Science, Academia Sinica

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

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

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

EigenGS Representation: From Eigenspace to Gaussian Image Space

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 2025

Lo-Wei Tai, Ching-En Li, Cheng-Lin Chen, Chih-Jung Tsai, Hwann-Tzong Chen and Tyng-Luh Liu

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

Bottom-up computation using trees of sublists

Journal of Functional Programming, December 2024

Shin-Cheng Mu

GPU Memory Usage Optimization for Backward Propagation in Deep Network Training

Journal of Parallel and Distributed Computing (JPDC), May 2025

Ding-Yong Hong, Tzu-Hsien Tsai, Ning Wang, Pangfeng Liu, Jan-Jan Wu

HistoFS: Non-IID Histopathologic Whole Slide Image Classification via Federated Style Transfer with RoI-Preserving

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 2025

Farchan Hakim Raswa, Chun-Shien Lu, and Jia-Ching Wang

OptionZero: Planning with Learned Options

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

Po-Wei Huang, Pei-Chiun Peng, Hung Guei, Ti-Rong Wu

Strength Estimation and Human-Like Strength Adjustment in Games

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

Chun Jung Chen, Chung-Chin Shih, Ti-Rong Wu

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

A Deconvolution Approach to Unveiling the Immune Microenvironment of Complex Tissues and Tumors in Transcriptomics

BMC Cancer, May 2025

Shu-Hwa Chen, Bo-Yi Yu, Wen-Yu Kuo, Ya-Bo Lin, Sheng-Yao Su, Wei-Hsuan Chuang, I-Hsuan Lu, Chung-Yen Lin