| 2026 | AAAI | ADAPT: Adaptive Decentralized Architecture with Perception-Aligned Training for Structural Generalization in Multi-Agent RL. | Zhixiang Zhang, Shuo Chen, Yexin Li, Feng Wang |
| 2026 | KDD | Predictive Mobile Refueling for Agricultural Machinery via Deep Reinforcement Learning. | Sijie Ruan, Renchi Jiang, Song Tang, Yexin Li, Weixin Zhai, Xinhao Liu, Bingbing Hu, Hanning Yuan, Caicong Wu, Shuliang Wang |
| 2026 | WWW | Spectral Disentanglement and Enhancement: A Dual-domain Contrastive Framework for Representation Learning. | Jinjin Guo, Yexin Li, Zhichao Huang, Jun Fang, Zhiyuan Liu, Chao Liu, Pengzhang Liu, Qixia Jiang |
| 2025 | ACL | Are the Values of LLMs Structurally Aligned with Humans? A Causal Perspective. | Yipeng Kang, Junqi Wang, Yexin Li, Mengmeng Wang, Wenming Tu, Quansen Wang, Hengli Li, Tingjun Wu, Xue Feng, Fangwei Zhong, Zilong Zheng |
| 2025 | ACL | Learning to Select In-Context Demonstration Preferred by Large Language Model. | Zheng Zhang, Shaocheng Lan, Lei Song, Jiang Bian, Yexin Li, Kan Ren |
| 2025 | DATE | SEDG: Stitch-Compatible End-to-End Layout Decomposition Based on Graph Neural Network. | Yifan Guo, Jiawei Chen, Yexin Li, Yunxiang Zhang, Qing Zhang, Yuhang Zhang, Yongfu Li |
| 2024 | ICLR | CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents. | Siyuan Qi, Shuo Chen, Yexin Li, Xiangyu Kong, Junqi Wang, Bangcheng Yang, Pring Wong, Yifan Zhong, Xiaoyuan Zhang, Zhaowei Zhang, Nian Liu, Yaodong Yang, Song-Chun Zhu |
| 2024 | ICML | A Contextual Combinatorial Bandit Approach to Negotiation. | Yexin Li, Zhancun Mu, Siyuan Qi |
| 2022 | DASFAA | Multi-memory Enhanced Separation Network for Indoor Temperature Prediction. | Zhewen Duan, Xiuwen Yi, Peng Li, Dekang Qi, Yexin Li, Haoran Xu, Yanyong Huang, Junbo Zhang, Yu Zheng |
| 2020 | CIKM | Cooperative Multi-Agent Reinforcement Learning in Express System. | Yexin Li, Yu Zheng, Qiang Yang |
| 2020 | KDD | AutoST: Efficient Neural Architecture Search for Spatio-Temporal Prediction. | Ting Li, Junbo Zhang, Kainan Bao, Yuxuan Liang, Yexin Li, Yu Zheng |
| 2020 | MMSP | Online Multiple Object Tracking Using Single Object Tracker and Maximum Weight Clique Graph. | Yujie Hu, Xiang Zhang, Yexin Li, Ran Tian |
| 2019 | KDD | Efficient and Effective Express via Contextual Cooperative Reinforcement Learning. | Yexin Li, Yu Zheng, Qiang Yang |
| 2018 | KDD | Dynamic Bike Reposition: A Spatio-Temporal Reinforcement Learning Approach. | Yexin Li, Yu Zheng, Qiang Yang |