Institute of Information Science, Academia Sinica

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 Study on Zero-shot Non-intrusive Speech Assessment using Large Language Models

IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP2025), April 2025

Ryandhimas E. Zezario, Sabato M. Siniscalchi, Hsin-Min Wang, and Yu Tsao

Channel-Aware Domain-Adaptive Generative Adversarial Network for Robust Speech Recognition

IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP2025), April 2025

Chien-Chun Wang, Li-Wei Chen, Cheng-Kang Chou, Hung-Shin Lee, Berlin Chen, and Hsin-Min Wang

Leveraging Joint Spectral and Spatial Learning with MAMBA for Multichannel Speech Enhancement

IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP2025), April 2025

Wenze Ren, Haibin Wu, Yi-Cheng Lin, Xuanjun Chen, Rong Chao, Kuo-Hsuan Hung, You-Jin Li, Wen-Yuan Ting, Hsin-Min Wang, and Yu Tsao

Interpretation of Machine Learning-Based Prediction Models and Functional Metagenomic Approach to Identify Critical Genes in HBCD Degradation

Journal of Hazardous Materials, March 2025

Yu-Jie Lin, Ping-Heng Hsieh, Chun-Chia Mao, Yang-Hsin Shih, Shu-Hwa Chen, Chung-Yen Lin

Exploring Conversational Adaptability: Assessing the Proficiency of Large Language Models in Dynamic Alignment with Updated User Intent

The 39th Annual AAAI Conference on Artificial Intelligence (AAAI), February 2025

Yu-Chuan Chen, Hen-Hsen Huang

Multimodal Promptable Token Merging for Diffusion Models

The 39th Annual AAAI Conference on Artificial Intelligence (AAAI), February 2025

Cheng-Yao Hong and Tyng-Luh Liu

SLIP: Spoof-aware One-class Face Anti-Spoofing with Language Image Pretraining

The 39th Annual AAAI Conference on Artificial Intelligence (AAAI), February 2025

Pei-Kai Huang, Jun-Xiong Chong, Cheng-Hsuan Chiang, Tzu-Hsien Chen, Tyng-Luh Liu and Chiou-Ting Hsu

Tracking Everything Everywhere across Multiple Cameras

The 39th Annual AAAI Conference on Artificial Intelligence (AAAI), February 2025

Li-Heng Wang, YuJu Cheng and Tyng-Luh Liu

Optimizing Compute Core Assignment for Dynamic Batch Inference in AI Inference Accelerator

ACM Symposium on Applied Computing (SAC), March 2025

Ze-Wei Liou and Ding-Yong Hong

Multi-objective Non-intrusive Hearing-aid Speech Assessment Model

The Journal of the Acoustical Society of America, November 2024

Hsin-Tien Chiang, Szu-Wei Fu, Hsin-Min Wang, Yu Tsao, and John H. L. Hansen

Secretome from estrogen‑responding human placenta‑derived mesenchymal stem cells rescues ovarian function and circadian rhythm in mice with cyclophosphamide‑induced primary ovarian insufficiency

Journal of Biomedical Science, October 2024

Duy-Cuong Le, Mai-Huong T Ngo, Yung-Che Kuo, Shu-Hwa Chen, Chung-Yen Lin, Thai-Yen Ling, Quoc Thao Trang Pham, Heng-Kien Au, Jihwan Myung, Yen-Hua Huang

Predicting splicing patterns from the transcription factor binding sites in the promoter with deep learning

BMC Genomics, September 2024

Lin, C.H., Tsai, C.H., Shiau, C.K., Huang, J.H. and Tsai, H.K.*

Speculative Monte-Carlo Tree Search

Annual Conference on Neural Information Processing Systems (NeurIPS), December 2024

Scott Cheng, Mahmut Kandemir, Ding-Yong Hong

Effective Noise-aware Data Simulation for Domain-adaptive Speech Enhancement Leveraging Dynamic Stochastic Perturbation

IEEE Workshop on Spoken Language Technology (SLT2024), December 2024

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

The VoiceMOS Challenge 2024: Beyond Speech Quality Prediction

IEEE Workshop on Spoken Language Technology (SLT2024), December 2024

Wen-Chin Huang, Szu-Wei Fu, Erica Cooper, Ryandhimas E. Zezario, Tomoki Toda, Hsin-Min Wang, Junichi Yamagishi, and Yu Tsao

Interaction of the Gut Microbiota and Brain Functional Connectivity in Late Life Depression

Journal of Psychiatry and Neuroscience, September 2024

Chia-Fen Tsai, Chia-Hsien Chuang, Pei-Chi Tu, Wan-Chen Chang,Yen-Po Wang, Pei-Yi Liu, Po-Shan Wu, Chung-Yen Lin, Ching-Liang Lu