| 2025 | AAAI | FFCG: Effective and Fast Family Column Generation for Solving Large-Scale Linear Program. | Yixiang Hu, Feng Wu, Shaoang Li, Yifang Zhao, Xiang-Yang Li |
| 2025 | ICLR | Learning to Select Nodes in Branch and Bound with Sufficient Tree Representation. | Sijia Zhang, Shuli Zeng, Shaoang Li, Feng Wu, Xiangyang Li |
| 2025 | ICML | Don't Restart, Just Reuse: Reoptimizing MILPs with Dynamic Parameters. | Sijia Zhang, Shuli Zeng, Shaoang Li, Feng Wu, Shaojie Tang, Xiangyang Li |
| 2025 | IJCAI | Guiding Large Language Models in Modeling Optimization Problems via Question Partitioning. | Xiaotian Pan, Junhao Fang, Feng Wu, Sijia Zhang, Yixiang Hu, Shaoang Li, Xiangyang Li |
| 2024 | IJCAI | Bandits with Concave Aggregated Reward. | Yingqi Yu, Sijia Zhang, Shaoang Li, Lan Zhang, Wei Xie, Xiang-Yang Li |
| 2023 | ICML | Optimal Arms Identification with Knapsacks. | Shaoang Li, Lan Zhang, Yingqi Yu, Xiangyang Li |
| 2023 | INFOCOM | TVFL: Tunable Vertical Federated Learning towards Communication-Efficient Model Serving. | Junhao Wang, Lan Zhang, Yihang Cheng, Shaoang Li, Hong Zhang, Dongbo Huang, Xu Lan |
| 2022 | INFOCOM | Online Pricing with Limited Supply and Time-Sensitive Valuations. | Shaoang Li, Lan Zhang, Xiang-Yang Li |
| 2021 | GLOBECOM | Constrained Deep Reinforcement Learning for Low-Latency Wireless VR Video Streaming. | Shaoang Li, Changyang She, Yonghui Li, Branka Vucetic |