吴 锦 辉 Jin-Hui Wu (J.-H. Wu) Master. candidate, LAMDA Group School of Artificial Intelligence Nanjing University, Nanjing 210023, China Supervisor: Professor Yuan Jiang Email: wujh@lamda.nju.edu.cn Laboratory: Computer Science Building, Xianlin Campus of Nanjing University

Biography

Currently I am a fifth-year graduate student of School of Artificial Intelligence in Nanjing University and a member of LAMDA Group, led by professor Zhi-Hua Zhou. I got my B.Sc. degree in Kuang Yaming Honors School in June 2019 from Nanjing University. In the same year, I was admitted to pursue for a Ph.D. degree in Nanjing University without entrance examination.

Research Interests

My research interests include Machine Learning and Data Mining. Currently I am focusing on the subfields:

• Complex-valued Neural Networks.

Publications

• Theoretical Exploration of Flexible Transmitter Model. [paper] [bib]
  Jin-Hui Wu, Shao-Qun Zhang, Yuan Jiang, Zhi-Hua Zhou.
  IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024, 35(3): 3674-3688.


• Complex-valued Neurons Can Learn More but Slower than Real-valued Neurons via Gradient Descent. [paper] [poster] [code] [bib]
  Jin-Hui Wu, Shao-Qun Zhang, Yuan Jiang, Zhi-Hua Zhou.
  In: Advances in Neural Information Processing Systems 36 (NeurIPS), 2023.

Academic Service

Conference Reviewers:

• ECAI: 2023 (Early Bird Award)
• ICLR: 2024
• NeurIPS: 2023
• PAKDD: 2023, 2024

Teaching Assistant

• Introduction to Machine Learning. (with Prof. Zhi-Hua Zhou, Prof. De-Chuan Zhan, Dr. Han-Jia Ye; for undergraduate students; spring, 2020)
• Game Theory. (with Assoc. Prof. Wei Gao; for graduate and undergraduate students; spring, 2021)
• Introduction to Machine Learning Theory. (with Assoc. Prof. Wei Wang; for graduate students; spring, 2021)
• Introduction to Machine Learning Theory. (with Prof. Wei Wang; for graduate students; spring, 2023)

Links

• PhD Seminar (LAMDA members only; organizer in autumn 2021)
• Theory Seminar (LAMDA members only; organizer in autumn 2023)

Correspondence

Email: wujh@lamda.nju.edu.cn
Office: Room 912, Computer Science Building, Xianlin Campus of Nanjing University
Address: State Key Laboratory for Novel Software Technology, Nanjing University, Xianlin Campus Mailbox 603, 163 Xianlin Avenue, Qixia District, Nanjing 210023, China