| 2025 | AAAI | Beyond Prompt Engineering: A Reinforced Token-Level Input Refinement for Large Language Models. | Guang Huang, Yanan Xiao, Lu Jiang, Minghao Yin, Pengyang Wang |
| 2024 | AAAI | Spatial-Temporal Interplay in Human Mobility: A Hierarchical Reinforcement Learning Approach with Hypergraph Representation. | Zhaofan Zhang, Yanan Xiao, Lu Jiang, Dingqi Yang, Minghao Yin, Pengyang Wang |
| 2024 | ICDM | Towards Dynamic University Course Timetabling Problem: An Automated Approach Augmented via Reinforcement Learning. | Yanan Xiao, XiangLin Li, Lu Jiang, Pengfei Wang, Kaidi Wang, Na Luo |
| 2024 | IJCAI | Hierarchical Reinforcement Learning on Multi-Channel Hypergraph Neural Network for Course Recommendation. | Lu Jiang, Yanan Xiao, Xinxin Zhao, Yuanbo Xu, Shuli Hu, Pengyang Wang, Minghao Yin |
| 2024 | IJCAI | Hierarchical Reinforcement Learning for Point of Interest Recommendation. | Yanan Xiao, Lu Jiang, Kunpeng Liu, Yuanbo Xu, Pengyang Wang, Minghao Yin |
| 2022 | ICDM | Streaming Traffic Flow Prediction Based on Continuous Reinforcement Learning. | Yanan Xiao, Minyu Liu, Zichen Zhang, Lu Jiang, Minghao Yin, Jianan Wang |
| 2016 | VTC | Transmission Protocol Design in Cognitive Cellular Heterogeneous Networks. | Yinglei Teng, Ying Wang, Yanan Xiao, Mei Song |