Wei-Hua Li

I am currently a Ph.D. student in Computer Science at National Taiwan University, working in AI2Lab under the supervision of Prof. Chu-Song Chen.

Previously, I received my M.S. degree from the Department of Computer Science at National Chengchi University, advised by Prof. Yan-Tsung Peng.

My research interests include Computer Vision, Deep Learning, Image Processing, and Image/Video Generation.

Email  /  CV  /  Google Scholar  /  LinkedIn

Wei-Hua Li

Publications

VStoryGen paper thumbnail
Customized Visual Storytelling with Unified Multimodal LLMs
Wei-Hua Li, Cheng Sun, Chu-Song Chen
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshop- AIStory 2026
Paper
Rain2Avoid TMM paper thumbnail
Rain2Avoid: Learning Deraining by Self-Supervision
Yan-Tsung Peng, Wei-Hua Li, Zihao Chen
IEEE Transactions on Multimedia (TMM) 2025 | Impact Factor (IF) = 9.7 | Master's Thesis
Paper
RAINet paper thumbnail
RAINet: Rain-Aware Image Deraining Network with Multi-Stage Image Decomposition
Wen-Yi Peng, Yi-Ting Lin, Zihao Chen, Wei-Hua Li, Aiden J Yoon, Yan-Tsung Peng
Electronics Letters 2025
Paper
Continual learning histopathology segmentation paper thumbnail
Continual Learning for Weakly-Supervised Histopathology Tissue Segmentation
Wei-Hua Li, Huei-Fang Yang, Chu-Song Chen
IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB) 2025
Paper
PDSeg paper thumbnail
PDSeg: Patch-Wise Distillation and Controllable Image Generation for Weakly-Supervised Histopathology Tissue Segmentation
Wei-Hua Li, Yu-Hsing Hsieh, Huei-Fang Yang, Chu-Song Chen
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2025
Paper Code
MaTIR paper thumbnail
Mask-aware Text-to-Image Retrieval: Referring Expression Segmentation Meets Cross-modal Retrieval
Li-Cheng Shen, Jih-Kang Hsieh, Wei-Hua Li, Chu-Song Chen
ACM International Conference on Multimedia Retrieval (ICMR) 2025
Paper Code
RIDGE paper thumbnail
Relation-Rich Visual Document Generator for Visual Information Extraction
Zi-Han Jiang, Chien-Wei Lin, Wei-Hua Li, Hsuan-Tung Liu, Yi-Ren Yeh, Chu-Song Chen
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025
Paper Code
ACCEPT paper thumbnail
ACCEPT: Adaptive Codebook for Composite and Efficient Prompt Tuning
Yu-Chen Lin*, Wei-Hua Li*, Jun-Cheng Chen, Chu-Song Chen
Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP) 2024
Paper Code
OMTSeg paper thumbnail
Open-Vocabulary Panoptic Segmentation Using Bert Pre-Training of Vision-Language Multiway Transformer Model
Yi-Chia Chen*, Wei-Hua Li*, Chu-Song Chen
IEEE International Conference on Image Processing (ICIP) 2024
Paper Code
CLEF species distribution modeling paper thumbnail
Combining Present-Only and Present-Absent Data with Pseudo-Label Generation for Species Distribution Modeling
Yi-Chia Chen, Peng Tai, Wei-Hua Li, Chu-Song Chen
Conference and Labs of the Evaluation Forum (CLEF) 2024
Paper
SAM4MLLM paper thumbnail
SAM4MLLM: Enhance Multi-Modal Large Language Model for Referring Expression Segmentation
Yi-Chia Chen, Wei-Hua Li, Cheng Sun, Yu-Chiang Frank Wang, Chu-Song Chen
European Conference on Computer Vision (ECCV) 2024
Paper Code
UP-NAS paper thumbnail
UP-NAS: Unified Proxy for Neural Architecture Search
Yi-Cheng Huang*, Wei-Hua Li*, Chih-Han Tsou, Jun-Cheng Chen, Chu-Song Chen
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshop 2024
Paper
Rain2Avoid paper thumbnail
Rain2Avoid: Self-Supervised Single Image Deraining
Yan-Tsung Peng, Wei-Hua Li
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2023
Paper
Deep Learning: Applications in Image Processing book cover
Deep Learning: Applications in Image Processing
Yan-Tsung Peng, Wei-Hua Li, Yen-Rong Chen
Chuan Hwa Book Co., Ltd. (June 2023) | ISBN: 978-626-328-4791
Link
NPC motion adjustment and camera planning paper thumbnail
Using Non-player Character's Motion Adjustment and Camera Planning to Enhance Interactive Storytelling Experience
Wei-Hua Li, Tsai-Yen Li
Computer Graphics Workshop 2021
Paper

Academic Services

Certifications

Fundamentals of Accelerated Computing with Modern CUDA C++
NVIDIA Deep Learning Institute
Issued: November 6, 2025
Certification ID: beNN55UcReKYsQrbxKk50Q
Link
NVIDIA CUDA C++ Certification
Fundamentals of Accelerated Computing with CUDA Python
NVIDIA Deep Learning Institute
Issued: November 19, 2025
Certification ID: 3hQHKc_ISw-XKsKakNvuQg
Link
NVIDIA CUDA Python Certification
Open Water Scuba Diver
NAUI (National Association of Underwater Instructors)
Issued: August 26, 2025
Certification #: 9C38ACC
NAUI Open Water Scuba Diver Certification

Honors & Awards

2nd Place in GeoLifeCLEF 2024 @ LifeCLEF & CVPR-FGVC
2024
Competition on species distribution modeling [2/51 teams]
Grenoble, France
Competition Leaderboard
GeoLifeCLEF 2024 Certificate
3rd Place in 2021 Ministry of Education AI Cup
2021
Traditional Chinese Scene Text Recognition Competition [3/123 teams]
Taipei, Taiwan
Competition Website
2021 AI Cup Certificate
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