Work Experience
Laboratory for Information and Decision Systems, MIT
Postdoctoral Associate
Aug 2024 – Present, Cambridge, Massachusetts, United StatesCollege of Computing and Data Science, Nanyang Technological University
Research Fellow
May 2024 – July 2024, Singapore, Singapore
Project Officer
Sept 2023 – April 2024, Singapore, SingaporeTechnical Engineering Group (TEG), Tencent
Data Analyst Intern
Jun 2018 – Aug 2018, Shenzhen, China
Teaching
- Teaching Assistant – IE2141 Systems Thinking and Dynamics
Sept 2020 - Nov 2022, NUS, Singapore - Guest Lecturer – AI Summer School: Deep Reinforcement Learning for Solving Routing Problems
Jul, 2020, NUS, Singapore
Invited Talks
- Massachusetts Institute of Technology (MIT), hosted by Prof. Cathy Wu:
Learning-to-Search Approaches for Vehicle Routing Problems Using Deep Reinforcement Learning
14th Feb, Online, 2024 - AI Time at Tsinghua University:
Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt
1st Nov, Online, 2023 - RLChina 强化学习社区:
Learning to Optimize Vehicle Routing Problems via Deep Reinforcement Learning: Recent Advances and Challenges
27th Dec, Online, 2022 - ORAI-China (运筹OR帷幄):
Deep Reinforcement Learning based Efficient Neural Neighborhood Search
25th Jun, Online, 2022 - AI Time at Tsinghua University:
Neural Combinatorial Optimization - Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer
3rd Mar, Online, 2022
Membership
- Professional Member, Association for Computing Machinery (ACM), 1601 Broadway, 10th Floor, New York, NY 10019-7434, 2024-2025
- Student Member, Institute of Industrial and Systems Engineers (IISE), 3577 Parkway Lane, Suite 200 Norcross GA 30092-2988 USA, 2023-2024