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Institute of Information Science, Academia Sinica

Announcement

More Announcements

 2025-04-15

Bo-Yin Yang Congratulations to Dr. Bo-Yin Yang on being awarded the 2025 International Association for Cryptologic Research (IACR) Fellow

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Recent Research Results

Tyng-Luh Liu

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

Wei-Yun Ma

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

Shin-Cheng Mu

Bottom-up computation using trees of sublists

Journal of Functional Programming, December 2024

Shin-Cheng Mu

Ding-Yong Hong

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

Chun-Shien Lu

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

TI-RONG WU

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

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

Ding-Yong Hong

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

Hsin-Min Wang

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

Hsin-Min Wang

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

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

Chung-Yen Lin

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

Hen-Hsen Huang

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

Tyng-Luh Liu

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

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

Tyng-Luh Liu

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

Ding-Yong Hong

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

Hsin-Min Wang

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

Chung-Yen Lin

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

Huai-Kuang Tsai

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.*

Academic Activities

7
May
Today

Seminar

Enhancing Quantum Key Distribution with Entanglement Distillation and Classical Advantage Distillation

LecturerDr. SHIN SUN, Okinawa Institute of Science and Technology

Time2025-05-07 (Wed.) 10:15 ~ 12:15

LocationAuditorium 101 at IIS new Building

19
May

Seminar

TIGP (SNHCC) -- An Automated System for Generating Expressive Virtual Violin Performances from Music

LecturerMr. Ting-Wei Lin, Institute of Information Science, Academia Sinica

Time2025-05-19 (Mon.) 14:00 ~ 16:00

LocationAuditorium 106 at IIS new Building

28
May

Distinguished Lecture Series

[DLS2025-1]Privacy and Bias in Computer Vision (Delivered in English)

LecturerProf. Mubarak Shah, Center for Research in Computer Vision University of Central Florida, USA

Time2025-05-28 (Wed.) 10:00 ~ 12:00

LocationAuditorium106 at IIS new Building