I am a Master’s student at the Institute of Data Science, National Cheng Kung University (NCKU), advised by Prof. Chih-Chung Hsu. I am a member of the Advanced Computer Vision Lab (ACVLAB).
My research focuses on computer vision, with particular interests in hyperspectral imaging, defect detection, and person re-identification.
Previously, I received my B.S. in Statistics and Information Science from Fu Jen Catholic University, where I worked with Prof. Hao-Chiang Shao.
When I’m not doing research, I enjoy watching films. Check out my Letterboxd!
Research Interests
- Computer Vision
- Multimodal Machine Learning
- Hyperspectral Imaging
- Deep Learning
Publications
Conference Papers
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Cheng-Jun Kang, Jin-Hui Jiang, Yu-Fan Lin, Chih-Chung Hsu, “EAGLE-ReID: Strategic Alignment and Delta Consistency for Extreme Far-Distance Aerial-Ground Re-Identification”. WACV Workshop on VReID-XFD, 2026. (Accepted)
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Chia-Ming Lee, Bo-Cheng Qiu, Cheng-Jun Kang, Yi-Hsuan Wu, Jun-Lin Chen, Yu-Fan Lin, Yi-Shiuan Chou, Chih-Chung Hsu, “Anchoring Trends: Mitigating Social Media Popularity Prediction Drift via Feature Clustering and Expansion”. ACM MM, 2025.
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Chih-Chung Hsu, Chia-Ming Lee, Po-Tsun Yu, Cheng-Jun Kang, Chun-Hung Sun, Kuang-Ming Wu, “Progressive Alignment with VLM-LLM Feature to Augment Defect Classification for the ASE Dataset”. IEEE ICCE, 2025.
Preprints
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Chia-Ming Lee, Cheng-Jun Kang, Ching-Heng Cheng, Yu-Fan Lin, Yi-Shiuan Chou, Chih-Chung Hsu, Fu-En Yang, Yu-Chiang Frank Wang, “AuroraHSI: Degradation-agnostic Hyperspectral Image Fusion Transformer via Mask-guided Information Sharing and Compensation”. 2025.
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Yu-Fan Lin, Ching-Heng Cheng, Bo-Chen Qiu, Cheng-Jun Kang, Chia-Ming Lee, Chih-Chung Hsu, “Self-supervised Fusarium Head Blight Detection with Hyperspectral Image and Feature Mining”. arXiv:2409.00395, 2024.
Honors & Awards
- 3rd Place, VReID-XFD Workshop, WACV 2026
- 1st Place, AI for Agriculture Competition, ICPR 2024
Education
- M.S. in Data Science, National Cheng Kung University, 2025 - Present
- B.S. in Statistics and Information Science, Fu Jen Catholic University, 2019 - 2023