Zhengyuan Peng
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Ph.D Candidate |
About me
I am currently pursuing the Ph.D degree in Computer Science and Engineering at Shanghai Jiao Tong University (SJTU), advised by Prof. Lizhuang Ma in Digital Media & Computer Vision Laboratory (DMCV).
I also receive supervision from Prof. Xin Tan, who is based at East China Normal University (ECNU). I am currently interning at MiniMax. Previously, I interned at Tencent Youtu Lab.
I received my bachelor degree in Computer Science and Engineering at Chongqing University (CQU) in 2022.
My research interests include foundation models, fine-grained visual understanding, open-world learning. I am currently interested in pre-training and post-training for foundation models, especially multimodal models. If you are interested in these topics, feel free to contact me by email for collaboration.
News
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[2025-06] One paper accepted to ICCV 2025!
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[2025-04] One paper accepted to IJCAI 2025!
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[2025-02] One paper accepted to CVPR 2025!
Selected Publications
Preprint
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Generalized Category Discovery in Semantic Segmentation
Zhengyuan Peng, Qijian Tian, Jianqing Xu, Yizhang Jin, Xuequan Lu, Xin Tan, Yuan Xie, Lizhuang Ma
Preprint, 2023
2025
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Stylized-Face: A Million-level Stylized Face Dataset for Face Recognition
Zhengyuan Peng, Jianqing Xu, Yuge Huang, Jinkun Hao, Shouhong Ding, Zhizhong Zhang, Xin Tan, Lizhuang Ma
ICCV, 2025
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EyeSeg: An Uncertainty-Aware Eye Segmentation Framework for AR/VR
Zhengyuan Peng, Jianqing Xu, Shen Li, Jiazhen Ji, Yuge Huang, Jingyun Zhang, Jinmin Li, Shouhong Ding, Rizen Guo, Xin Tan, Lizhuang Ma
IJCAI, 2025
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MOS: Modeling Object-Scene Associations in Generalized Category Discovery
Zhengyuan Peng, Jinpeng Ma, Zhimin Sun, Ran Yi, Haichuan Song, Xin Tan, Lizhuang Ma
CVPR, 2025
Education
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2022 - Present: Ph.D in Computer Science and Engineering, Shanghai Jiao Tong University
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2018 - 2022: B.Sc. in Computer Science and Engineering, Chongqing University
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