Chen-Bin Feng

Ph.D. Candidate

University of Macau

Email: fengchenbinjacob AT gmail DOT com

Biography

I am currently a PhD candidate in the Department of Computer Science at the University of Macau, under the supervision of Prof. Chi Man Vong. Before this, I earned my Master’s degree from the City University of Hong Kong and my Bachelor’s degree from Jilin University. I work as a research intern in Intellindust AI Lab with Dr. Xi Shen. My current research interests lie primarily in computer vision and machine learning, particularly focusing on:

Agentic AI, Object Detection, Semantic Segmentation, Image Restoration, and Diffusion Model.

我正在寻找2026年秋季入职的博士后和全职岗位, 欢迎邮件联系

I will graduate in 2026 Fall. Drop me an email if you have openings for a postdoc or other positions!

Selected Publications [Google Scholar]

	FSOD-VFM: Few-Shot Object Detection with Vision Foundation Models and Graph Diffusion Chen-Bin Feng, Youyang Sha, Longfei Liu, Yongjun Yu, Chi Man Vong, Xuanlong Yu, Xi Shen International Conference on Learning Representations (ICLR), 2026 [paper\|code]
	Unpaired to paired data synthesis and generative ensemble network for smudged image restoration Chen-Bin Feng, Kangdao Liu, Jian Sun, Qi Lai, Jiping Jin, Houcheng Su, Guagntai Wang, Chi Man Vong Applied Soft Computing (ASOC), 2025 [paper\|code]
	3D Hand Mesh-Guided AI-Generated Malformed Hand Refinement with Hand Pose Transformation via Diffusion Model Chen-Bin Feng, Kangdao Liu, Jian Sun, Jiping Jin, Yiguo Jiang, Chi Man Vong arXiv, 2025 [paper]
	Seam Mask Guided Partial Reconstruction with Quantum-Inspired Local Aggregation for Deep Image Stitching Chen-Bin Feng, Jie Zhang, Jiaxue Li, Yicong Zhou International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 [paper]