I am currently a Ph.D. student at Harbin Institute of Technology, Shenzhen (HITSZ), advised by Professor Zhuotao Tian. I received my M.E. degree from the University of Science and Technology of China (USTC), where I was supervised by Professor Junwei Han, IEEE Fellow, and my B.E. degree from Sichuan University.
My research interests lie in multimodal large models and intelligent agents (AI Agents), with a focus on building systems that can perceive, reason, and act across diverse modalities. I am also broadly interested in deep learning, computer vision, and AIGC. I hope to contribute meaningful work to these rapidly evolving fields in the future.
🔥 News
- 2025.07 🎉🎉 A collaborative paper has been accepted by Pattern Recognition.
- 2025.07 🎉🎉 A paper has been accepted by TCSVT.
📝 Publications
- Hierarchical Mixing Architecture for Low-light RAW Image Enhancement.
Xianmin Chen, Peiliang Huang, et. al. (arXiv), 2025. [paper | code] - Retinex-RAWMamba: Bridging Demosaicing and Denoising for Low-Light RAW Image Enhancement.
Xianmin Chen, Longfei Han, et. al.
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT, ), 2025. [paper | code] - DecoupleNet: Domain-Specific Task Decoupling Network for Low-Light Image Enhancement.
Peiliang Huang*, Xianmin Chen* et. al.
Pattern Recognition (PR, ), 2025. [paper | code]
🔎 Reviewer
Conference Reviewer
- AAAI (2027)
- ECCV (2026 Workshop LoViF)
Journal Reviewer
- IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
- Pattern Recognition (PR)
📖 Educations
- 2026.09 - now, Computer Science and Technology, HITSZ.
- 2023.09 - 2026.06, Electronic Information, Institute of Advanced Technology, University of Science and Technology of China (USTC).
- 2019.09 - 2023.06, Industrial Engineering, Pittsburgh Institute, Sichuan University (SCU).
🎖 Honors and Awards
- Outstanding Master’s Thesis, Institute of Advanced Technology, USTC, 2026
- First-Class Academic Scholarship, USTC, 2025