Yufei Yin 尹宇飞 Researcher Hangzhou Dianzi University, Zhejiang Email: yinyf (at) hdu.edu.cn [Google Scholar] [Github]

Biography

My research interests are in computer vision, and I am currently working on weakly-superevised object detection & segmentation, open-set object detection & segmentation and multi-modality understanding.

Publications

• VideoARM: Agentic Reasoning over Hierarchical Memory for Long-Form Video Understanding
  Yufei Yin, Qianke Meng, Minghao Chen, Jiajun Ding, Zhenwei Shao, Zhou Yu.
  Proceedings of the Computer Vision and Pattern Recognition (CVPR), 2026.
  

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• EReCu: Pseudo-label Evolution Fusion and Refinement with Multi-Cue Learning for Unsupervised Camouflage Detection
  Shuo Jiang, Gaojia Zhang, Min Tan†, Yufei Yin†, Gang Pan.
  Proceedings of the Computer Vision and Pattern Recognition (CVPR), 2026.
  

  [Paper] [Bib]

• SRRM: Self-Reflective Reward Modeling for LVLM Temporal Video Grounding
  Tingting Han, Xu He, Min Tan, Sicheng Zhao, Yufei Yin, Zhou Yu.
  Proceedings of the Computer Vision and Pattern Recognition (CVPR), 2026.
  

  [Paper] [Bib]

• Self-Classification Enhancement and Correction for Weakly Supervised Object Detection
  Yufei Yin, Lechao Cheng, Wengang Zhou, Jiajun Deng, Zhou Yu and Houqiang Li.
  International Joint Conference on Artificial Intelligence (IJCAI), 2025.
  

  [Paper] [Bib]

• Recurrent Contour-Based Instance Segmentation with Progressive Learning
  Hao Feng, Keyi Zhou, Wengang Zhou, Yufei Yin, Jiajun Deng, Qi Sun, Houqiang Li.
  IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2025.
  

  [Paper] [Bib]

• Revisiting Open-Set Panoptic Segmentation
  Yufei Yin, Hao Chen, Wengang Zhou, Jiajun Deng, Haiming Xu, Houqiang Li.
  AAAI Conference on Artificial Intelligence (AAAI), 2024.
  

  [Paper] [Bib]

• Masked Collaborative Contrast for Weakly Supervised Semantic Segmentation
  Fangwen Wu, Jingxuan He, Yufei Yin, Yanbin Hao, Gang Huang, Lechao Cheng.
  IEEE Winter Conference on Applications of Computer Vision (WACV), 2024.
  

  [Paper] [Bib]

• Cyclic-Bootstrap Labeling for Weakly Supervised Object Detection
  Yufei Yin, Jiajun Deng, Wengang Zhou, Li Li, Houqiang Li.
  IEEE International Conference on Computer Vision (ICCV), 2023.
  

  [Paper] [Bib]

• FI-WSOD: Foreground Information Guided Weakly Supervised Object Detection
  Yufei Yin, Jiajun Deng, Wengang Zhou, Li Li, Houqiang Li.
  IEEE Transactions on Multimedia (TMM), 2022.
  

  [Paper] [Bib]

• Dual Decision Improves Open-Set Panoptic Segmentation
  Hai-Ming Xu, Hao Chen, Lingqiao Liu, Yufei Yin.
  British Machine Vision Conference (BMVC), 2022.
  

  [Paper] [Bib]

• Instance Mining with Class Feature Banks for Weakly Supervised Object Detection
  Yufei Yin, Jiajun Deng, Wengang Zhou, Houqiang Li.
  AAAI Conference on Artificial Intelligence (AAAI), 2021.
  

  [Paper] [Bib]

Experiences

Academic Services