Weifeng Ge

Associate Professor
College of Computer Science and Artificial Intelligence, Fudan University
Email: wfge [at] fudan (dot) edu (dot) cn

I am a tenured associate professor in the College of Computer Science and Artificial Intelligence at Fudan University now. Before that, I was a pre-tenured associate professor in the School of Computer Science at Fudan University and the director of Nebula AI Group (NAIG). Before I joined Fudan, I got a PhD degree in computer science from the University of Hong Kong, advised by Professor Yizhou Yu. I received an MS degree in Electronic Engineering from Tsinghua University in 2015 and a BS degree in Optical Information Science and Technology from Huazhong University of Science and Technology in 2012.

NAIG focuses on developing edge-cutting theories and technologies in AI. Our team focuses on three sub-research areas: computer vision and machine learning, embodied intelligence for humanoid robots, and AI fundamentals and applications.

  • Computer Vision and Machine Learning: We study metric learning, weakly supervised learning, few-shot learning, meta learning, and their applications with computer vision. Our goal is building learning systems capable of understanding our visual world.
  • Embodied Intelligence for Humanoid Robots: We aim to build a digital brain for humanoid robots, enabling them to perceive, learn, reason, make decisions, plan, and control their bodies and external objects just like humans. Our goal is to integrate intelligent services into daily life through robots.
  • AI Fundamentals and Applications: NAIG also focuses on the evolution of foundational AI theories and algorithms, while striving to develop new cognitive computing architectures. Additionally, we aim to leverage AI to accelerate research in fundamental disciplines such as protein structure analysis and drug discovery.

I am currently recruiting talented Ph.D. students (for both academic and engineering) as well as Master’s students (for both academic and engineering). Doctoral students will be co-supervised with Professor Tao Xie@PKU/FDU. If you are interested, please feel free to contact me.

News

  • 2025-07: I am invited as a keynote speaker at the World Artificial Intelligence Conference (WAIC 2025).
  • 2025-07: I am promoted to a tenured associate professor.
  • 2025-07: Two papers are accepted by ICCV 2025, and one paper is accepted by IROS 2025.
  • 2025-03: One paper is accepted by TMM, and one paper is accepted by CVPR 2025.
  • 2025-02: One paper is accepted by TMM, and one paper is accepted by TIP.
  • 2024-10: I am invited as a keynote speaker at CCF RL China 2024.
  • 2024-09: One paper is accepted by NeurIPS 2024.
  • 2024-08: Three papers are accepted by ACMMM 2024, and one paper is accepted by TCSVT.
  • 2024-07: One paper is accepted by ECCV 2024.
  • 2024-04: I am elected as the secretary general of SCS multimedia committee(上海市计算机学会多媒体专委会秘书长).
  • 2024-03: One paper is accepted by CVPR 2023.
  • 2023-10: One paper is accepted by NeurIPS 2023.
  • 2023-07: Two papers are accepted by ICCV 2023.
  • 2023-04: One paper is accepted by AAAI 2023, and two papers are accepted by ACL 2023 and its findings.
  • 2023-03: Two papers are accepted by CVPR 2023.
  • 2022-10: One paper is accepted by ICDM 2022.
  • 2022-08: One paper is accepted by ACMMM 2022.
  • 2022-03: Two papers are accepted by CVPR 2022.
  • 2022-02: I am elected as an area chair of CCF Yong Computer Scientists & Engineers Forum (YOCSEF, Shanghai).
  • 2021-11: I am honored to be sponsored by Fudan Excellent Young Scholar Support Program(复旦大学优秀青年培育计划).
  • 2021-10: I am honored to be sponsored by Shanghai Leading Talents Program(overseas)(上海市领军人才计划(海外)).
  • 2021-09: I am honored to be sponsored by Shanghai Pujiang Program(上海市浦江人才计划).
  • 2021-07: Two papers are accepted by ICCV 2021.
  • 2020-08: I have founded the Nebula AI Group in the school of computer science at Fudan University.

Academic Services

  • I serve as a program committee member of AAAI 2026.

  • I serve as a technical committee member of CVPR 2019-2025, ICCV 2021 & 2023 & 2025, ECCV 2020 & 2022 & 2024, NeurIPS 2022-2025, ICML 2024-2025, AAAI 2021-2025, ICLR 2023-2025, WACV 2025, and ACMMMM 2023-2025.

    Reviewer for:

  • npj (Nature Partner Journals) Artificial Intelligence (npj-AI)

  • IEEE Transactions on Image Processing (T-IP)

  • IEEE Transactions on Neural Networks and Learning Systems (T-NNLS)

  • IEEE Transactions on Multimedia (T-MM)

  • IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT)

Honors & Awards

  • 2024 Dean’s Award of the School of Computer Science, Fudan University (AI Classes) (复旦大学计算机科学技术学院院长奖(AI大课))
  • 2024 Second Prize in the Fudan University Teaching Innovation Competition(复旦大学教师教学创新大赛二等奖)
  • 2021 Fudan Excellent Young Scholar Support Program(复旦大学优秀青年培育计划)
  • 2021 Shanghai Leading Talents Program(overseas)(上海市领军人才计划(海外))
  • 2021 Shanghai Pujiang Program(上海市浦江人才计划)
  • 2021 Runner-up of the 12th Computer Go UEC Cup
  • 2021 Li Ka Shing Prize Nomination from the University of Hong Kong
  • 2020 Nomination for the Outstanding Graduate Student Award from the University of Hong Kong