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中央研究院 資訊科學研究所

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近期研究成果

黃瀚萱

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

王新民

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

劉庭祿

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

馬偉雲

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

穆信成

Bottom-up computation using trees of sublists

Journal of Functional Programming, December 2024

Shin-Cheng Mu

洪鼎詠

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

呂俊賢

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

吳廸融

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

吳廸融

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

洪鼎詠

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

洪鼎詠

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

王新民

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

林仲彥

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

學術活動

更多學術活動
12
June

學術演講

Quantum State Learning Implies Circuit Lower Bounds

講者賈乃輝 教授, 美國萊斯大學

時間2025-06-12 (Thu.) 10:15 ~ 12:15

地點資訊所新館101演講廳

16
June

學術演講

Toward Robust and Reliable Large Language Models

講者Kuan-Hao Huang 教授, 德克薩斯州 A&M 大學

時間2025-06-16 (Mon.) 14:40 ~ 16:40

地點資訊所新館106演講廳

26
June

學術演講

Adaptive Robustness of Hypergrid Johnson-Lindenstrauss

講者Andrej Bogdanov 教授, 加拿大渥太華大學

時間2025-06-26 (Thu.) 10:15 ~ 12:15

地點資訊所新館101演講廳