Adaptive Constraint Partition Based Optimization Framework for Large-Scale Integer Linear Programming (Student Abstract). - Huigen Ye; Hongyan Wang; Hua Xu 003; Chengming Wang; Yu Jiang (AAAI, 2023)

GNN&GBDT-Guided Fast Optimizing Framework for Large-scale Integer Programming. - Huigen Ye; Hua Xu 003; Hongyan Wang; Chengming Wang; Yu Jiang (ICML, 2023)

Learning to Generate Scalable MILP Instances. - Tianxing Yang; Huigen Ye; Hua Xu 003 (GECCO Companion, 2024)

Light-MILPopt: Solving Large-scale Mixed Integer Linear Programs with Lightweight Optimizer and Small-scale Training Dataset. - Huigen Ye; Hua Xu 003; Hongyan Wang (ICLR, 2024)

NeuralQP: A General Hypergraph-based Optimization Framework for Large-scale QCQPs. - Zhixiao Xiong; Fangyu Zong; Huigen Ye; Hua Xu 003 (CoRR, 2024)

MILPBench: A Large-scale Benchmark Test Suite for Mixed Integer Linear Programming Problems. - Huigen Ye; Yaoyang Cheng; Hua Xu 003; Zhiguang Cao; Hanzhang Qin (GECCO, 2025)

Code Retrieval for MILP Instance Generation. - Tianxing Yang; Huigen Ye; Hua Xu 003 (CoRR, 2025)

HyP-ASO: A Hybrid Policy-based Adaptive Search Optimization Framework for Large-Scale Integer Linear Programs. - Ning Xu; Junkai Zhang; Yang Wu; Huigen Ye; Hua Xu; Huiling Xu; Yifan Zhang (CoRR, 2025)