Surrogate for Long-Term User Experience in Recommender Systems. - Yuyan Wang; Mohit Sharma 002; Can Xu; Sriraj Badam; Qian Sun 005; Lee Richardson; Lisa Chung; Ed H. Chi; Minmin Chen (KDD, 2022)

Hierarchical Reinforcement Learning for Dynamic Autonomous Vehicle Navigation at Intelligent Intersections. - Qian Sun 005; Le Zhang 010; Huan Yu; Weijia Zhang 003; Yu Mei; Hui Xiong 001 (KDD, 2023)

Spatio-Temporal Sequence Modeling for Traffic Signal Control. - Qian Sun 005; Le Zhang 010; Jingbo Zhou; Rui Zha; Yu Mei; Chujie Tian; Hui Xiong 001 (CIKM, 2024)

CrossLight: Offline-to-Online Reinforcement Learning for Cross-City Traffic Signal Control. - Qian Sun 005; Rui Zha; Le Zhang 010; Jingbo Zhou; Yu Mei; Zhiling Li; Hui Xiong 001 (KDD, 2024)