Yin Zhang

I'm a Ph.D. student (2021-present) at Harbin Institute of Technology (HIT, China), supervised by Prof. Dan Liu and Yongqiang Zhang (Postdoc in Wangmeng Zuo's team).

I am currently a visiting student (2024-present) in Learning and Machine Perception (LAMP) team, supervised by Prof. Bogdan Raducanu and Joost van de Weijer at the Computer Vision Center of Universitat Autònoma de Barcelona (UAB, Spain).

I expect to graduate in 2026 and am actively seeking full-time positions. I would be honored to have the opportunity to collaborate with you.

💬 If you have an interest in my work or any queries, please feel free to contact me.

Email / Google Scholar / Github

Research Interests

My interests focuses on object detection / semantic segmentation under challenging conditions (e.g. night, rain, snow, and fog). Currently, my research is focused on the areas of Parameter-Efficient Fine-Tuning.

Publications

Revisiting Weight Regularization for Low-Rank Continual Learning
Yaoyue Zheng, Yin Zhang, Joost van de Weijer, Gido M van de Ven, Shaoyi Du, Xuetao Zhang, Zhiqiang Tian*
ICLR, 2026
paper / bibtex / code

Causal-Tune: Mining Causal Factors from Vision Foundation Models for Domain Generalized Semantic Segmentation
Yin Zhang, Yongqiang Zhang, Yaoyue Zheng, Bogdan Raducanu, Dan Liu
AAAI, 2026
paper / bibtex / code

ISP-Teacher:Image Signal Process with Disentanglement Regularization for Unsupervised Domain Adaptive Dark Object Detection
Yin Zhang, Yongqiang Zhang, Zian Zhang, Man Zhang, Rui Tian, Mingli Ding
AAAI, 2024
paper / bibtex / code

ThumbDet: One thumbnail image is enough for object detection
Yongqiang Zhang#, Yin Zhang#, Rui Tian, Zian Zhang, Yancheng Bai, Wangmeng Zuo, Mingli Ding
Pattern Recognition, 2023 (IF: 7.6)
paper / bibtex / code

Selected Honors

[2023] Harbin Institute of Technology (HIT, China), Outstanding Students

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