News
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Yexin Li
Researcher
Beijing Institute for General Artificial Intelligence
Email: liyexin@bigai.ai
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My research interests span Multi-agent system, reinforcement learning, and spatio-temporal data mining. I have over 10 publications appeared in several top conferences such as ICML, ICLR, and KDD, and journals including TKDE.
Advertisements:
Hiring PhD students. Requirements:
- Strong code ability
- English: CET-6 score 500+ or equal levels
- Determination to do high-quality research.
Selected Publications
[Google Scholar] In the Year of 2024: |
A Contextual Combinatorial Bandit Approach to Negotiation
Y. Li, Z. Mu, S. Qi ICML 2024 |
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CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents
S. Qi, S. Chen, Y. Li, X. Kong, J. Wang, B. Yang et al. ICLR 2024 |
| A Macro–Micro Spatio-temporal Neural Network for Traffic Prediction
S. Feng, S. Wei, J. Zhang, Y. Li, J. Ke, G. Chen, Y. Zheng, H. Yangg Transportation Research Part C: Emerging Technologies 2023 |
| Crowd-Sensing Enhanced Parking Patrol Using Sharing Bikes’ Trajectories
T. He, J. Bao, Y. Li, H. He, Y. Zheng TKDE 2021 |
| Cooperative Multi-Agent Reinforcement Learning in Express System
Y. Li, Y. Zheng, Q. Yang CIKM 2020 |
| Autost: Efficient Neural Architecture Search for Spatio-temporal Prediction
T. Li, J. Zhang, K. Bao, Y. Liang, Y. Li, Y. Zheng SIGKDD 2020 |
| Efficient and Effective Express via Contextual Cooperative Reinforcement Learning
Y. Li, Y. Zheng, Q. Yang SIGKDD 2019 |
| Citywide Bike Usage Prediction in a Bike-Sharing System
Y. Li, Y. Zheng TKDE 2019 |
| Dynamic Bike Reposition: A Spatio-Temporal Reinforcement Learning Approach
Y. Li, Y. Zheng SIGKDD 2018 |
| Traffic Prediction in a Bike-Sharing System
Y. Li, Y. Zheng, H. Zhang, L. Chen SIGSPATIAL 2015 |
Experiences
| Beijing Institute for General Artificial Intelligence Researcher Apr. 2023 - Present |
| JD.com Doctoral management trainee Jan. 2021 - Mar. 2023 |
| Microsoft Research Asia Research Intern Jan. 2015 - Aug. 2016 |
Education
| The Hong Kong University of Science and Technology Ph.D. in Computer Science Sep. 2016 - Nov. 2020, Hong Kong |
| The Hong Kong University of Science and Technology MPhil in Computer Science Sep. 2013 - Aug. 2015, Hong Kong |
| Xi'an Jiaotong University Bachelor in Mathematics and Applied Mathematics Sep. 2009 - Jun. 2013, Xi'an |