Wei-Hua Li

Ph.D. Student in Computer Science | National Taiwan University

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

I have published multiple papers in computer vision conferences and journals, including IEEE Transactions on Multimedia (TMM), CVPR, ECCV, ICASSP, ICIP, and CIBCB.

In addition, I have been invited to serve as a reviewer for several prestigious venues such as IEEE Transactions on Image Processing (TIP), ICASSP, and CVPR.

Publications

Journal Papers

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

Paper

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

Conference Papers

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: 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

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

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: 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

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

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: 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: 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: Self-Supervised Single Image Deraining

Yan-Tsung Peng, Wei-Hua Li

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2023

Paper

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

Book

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

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Wei-Hua Li

Publications

Journal Papers

Conference Papers

Book

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