杜 闻 博, Wen-Bo Du Ph.D. student, LAMDA Group School of Artificial Intelligence Nanjing University, Nanjing 210023, China Supervisor: Professor Zhi-Hua Zhou Laboratory: Room 912, Building of Computer Science and Technology, Nanjing University Email: duwb@lamda.nju.edu.cn

Biography

Currently I am a third 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 School of Data Science in June 2022 from Fudan University. In the same year, I was admitted to pursue my Ph.D. degree in Nanjing University without entrance examination.

Research Interest

My research interests include Machine Learning and Data Mining.
Most recently, I am interested in causal inference and decision-making.

Publication

• Enabling optimal decisions in rehearsal learning under CARE condition. [PDF, bibtex, code]

  Wen-Bo Du, Hao-Yi Lei, Lue Tao, Tian-Zuo Wang, and Zhi-Hua Zhou.

  In: Proceedings of the 42nd International Conference on Machine Learning (ICML, 2025).

• Polynomial-delay MAG listing with novel locally complete orientation rules. (Oral) [PDF, bibtex]

  Tian-Zuo Wang, Wen-Bo Du, and Zhi-Hua Zhou.

  In: Proceedings of the 42nd International Conference on Machine Learning (ICML, 2025).

• Avoiding Undesired Future with Minimal Cost in Non-Stationary Environments. [PDF, bibtex, code]

  Wen-Bo Du, Tian Qin, Tian-Zuo Wang, and Zhi-Hua Zhou.

  In: Advances in Neural Information Processing Systems 37 (NeurIPS, 2024).

• An efficient maximal ancestral graph listing algorithm. (Spotlight) [PDF, bibtex]

  Tian-Zuo Wang, Wen-Bo Du, and Zhi-Hua Zhou.

  In: Proceedings of the 41st International Conference on Machine Learning (ICML, 2024).

Teaching Assistant

• (2024 Spring) Introduction to Machine Learning; For Undergraduate Students

  With Prof. Zhi-Hua Zhou and Asst. Prof. Peng Zhao

• (2023 Spring) Introduction to Machine Learning; For Undergraduate Students

  With Prof. Zhi-Hua Zhou and Asst. Prof. Peng Zhao

Awards & Honors

• NeurIPS Scholar Award, 2024.

• LAMDA Excellent Student Award, 2024.

• Presidential Special Scholarship for Ph.D. Student, Nanjing University, 2022.

• Bank of Communications Scholarship, Fudan University, 2021.

• National Second Prize, Contemporary Undergraduate Mathematical Contest in Modeling, 2020.

• Scholarship for Outstanding Students, Fudan University, 2019, 2020.

Correspondence

Mail: National Key Laboratory for Novel Software Technology, Nanjing University, Xianlin Campus Mailbox 603, 163 Xianlin Avenue, Qixia District, Nanjing 210023, China
南京市栖霞区仙林大道163号, 南京大学仙林校区603信箱, 软件新技术国家重点实验室, 210023.