CV

Education

• Ph.D in Engineering, National University of Singapore, 2017
• M.S. in Electrical and Computer Engineering , Hong Kong University of Science and Technology, 2011
• B.S. in Information Engineering, Xian Jiaotong University, 2009

Work experience

• 2025.11 - Now: Professor
  • Fudan University
  • Duties includes: Conducting cutting-edge research in reinforcement learning, multi-agent systems and autonomous scientific agents.
• 2022 - 2025 : Research Scientist
  • INFtech
  • Duties included: Led the RL post-training team, driving the development of algorithms and data pipelines for Large Language Models (LLMs), and architecting asynchronous reinforcement learning infrastructure.
• 2022 - 2022 : Senior Algorithm Expert
  • Bytedance
  • Duties included: Designed reinforcement learning exploration algorithms to solve the cold-start problem in the advertising system.
• 2019 - 2022 : Algorithm Expert
  • ANT Group
  • Duties included: Engineered RL-based optimization solutions for marketing campaigns and implemented automated resource scaling (autoscaling) systems to enhance operational efficiency.
• 2017 - 2018 : Postdoctoral Fellow
  • Technion – Israel Institute of Technology
  • Duties included: Conducted foundational research in multi-agent reinforcement learning (MARL).

Academic Service

• Conference Program Committee/Reviewer: ICML (2018-present), NeurIPS (2017-present), ICLR (2022-present), AAAI (2021), ACL (2025-present)
• Area Chair: ICLR (2026), ICML (2027)