A Leakage Monitoring System of Pipeline in Heating Network. - Xianliang Yang; Lianlian Jia; Songling Wang (J. Digit. Inf. Manag., 2013)

Budgeted Profit Maximization Under the Multiple Products Independent Cascade Model. - Yapu Zhang; Xianliang Yang; Suixiang Gao; Wenguo Yang (IEEE Access, 2019)

A Versatile Multi-Agent Reinforcement Learning Benchmark for Inventory Management. - Xianliang Yang; Zhihao Liu; Wei Jiang 024; Chuheng Zhang; Li Zhao 007; Lei Song 001; Jiang Bian 002 (CoRR, 2023)

Whittle Index with Multiple Actions and State Constraint for Inventory Management. - Chuheng Zhang; Xiangsen Wang; Wei Jiang 024; Xianliang Yang; Siwei Wang; Lei Song 001; Jiang Bian 002 (ICLR, 2024)

Position: Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems. - Yifan Xia; Xianliang Yang; Zichuan Liu; Zhihao Liu; Lei Song 001; Jiang Bian 002 (ICML, 2024)

Knowing What Not to Do: Leverage Language Model Insights for Action Space Pruning in Multi-agent Reinforcement Learning. - Zhihao Liu; Xianliang Yang; Zichuan Liu; Yifan Xia; Wei Jiang 024; Yuanyu Zhang; Lijuan Li; Guoliang Fan; Lei Song 001; Jiang Bian 002 (Trans. Mach. Learn. Res., 2025)

HeurAgenix: Leveraging LLMs for Solving Complex Combinatorial Optimization Challenges. - Xianliang Yang; Ling Zhang; Haolong Qian; Lei Song; Jiang Bian (CoRR, 2025)