Pengfei Zhou

I am pursuing the Ph.D. degree in School of Computing at National University of Singapore, advised by Prof. Yang You and funded by NUS Research Scholarship.

I received my M.E. degree at Institute of Computing Technology, Chinese Academy of Sciences, where I was advised by Prof. Weiqing Min and Prof. Shuqiang Jiang and worked in VIPL Lab, Key Lab of Intelligent Information Processing and University of Chinese Academy of Sciences. I received my B.E. degree from Zhejiang University of Technology, where I was advised by Prof. Cong Bai.

I have been honored with the Outstanding Graduate Award from both Beijing and Zhejiang, as well as the China National Scholarship on two occasions. Additionally, I secured second place at ImageCLEFlifelog2019 LMRT task. I was very glad to work with Kaipeng Zhang at Shanghai AI Laboratory.

E-mail  /  CV  /  Bio  /  Google Scholar  /  Github

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Research Interests

I am currently working on research in multimodal intelligence, computer vision, and machine learning, especially focusing on Multimodal Large Language Models and Multimodal Generation. I am also interested in AI-enabled healthcare.

Recent News
  • [2025/9/18] Two papers are accepted by NeurIPS 2025. Thanks to all contributors! One project will be attached here soon.
  • [2025/7/23] One paper is accepted by ICCV 2025. Thanks to the key contributors.
  • [2025/5/15] One paper is accepted by ACL 2025 in the Findings. Thanks to the key contributors.
  • [2025/3/27] One paper is accepted by Cell Patterns. Thanks to all contributors.
  • [2025/2/27] One paper is accepted by CVPR 2025, and selected as Oral. Thanks to all contributors.
  • [2024/1/25] One paper is accepted by IEEE Transactions on Image Processing. Thanks to all contributors.
  • [2024/1/6] One paper is published by IEEE Transactions on Neural Networks and Learning Systems. Thanks to all contributors.
  • [2023/7/26] One paper is accepted by ACM MM 2023. Thanks to all contributors.
  • [2022/5/1] One paper is published by IEEE Internet of Things Journal. Thanks to all contributors.
Selected Publications
Academic Services
  • Conference Reviewer: AAAI 2026, NeurIPS 2025/2024, ICML 2025, ICLR 2024, ACM MM 2025/2024/2023.
  • Journal Reviewer: IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Multimedia and IEEE Transactions on Cybernetics.

Design and source code from Jon Barron.