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2020 – today
- 2026
[j1]Huigen Ye
, Hua Xu, Carlos A. Coello Coello:
Light-EvoOPT: A Lightweight Evolutionary Optimization Framework for Ultralarge-Scale Mixed Integer Linear Programs. IEEE Trans. Evol. Comput. 30(1): 333-347 (2026)- 2025
- [c7]Huigen Ye, Yaoyang Cheng, Hua Xu, Zhiguang Cao, Hanzhang Qin:
MILPBench: A Large-scale Benchmark Test Suite for Mixed Integer Linear Programming Problems. GECCO 2025: 94-103 - [c6]Hua Xu, Xiaodong Li, Yuan Sun, Huigen Ye:
Intelligent Evolution Optimization: Guided from Deep Learning to Large Language Model. GECCO Companion 2025: 1724-1748 - [c5]Huigen Ye, Hua Xu, An Yan, Yaoyang Cheng:
Large Language Model-driven Large Neighborhood Search for Large-Scale MILP Problems. ICML 2025 - [i4]Tianxing Yang, Huigen Ye, Hua Xu:
Code Retrieval for MILP Instance Generation. CoRR abs/2505.11526 (2025) - [i3]Ning Xu, Junkai Zhang, Yang Wu, Huigen Ye, Hua Xu, Huiling Xu, Yifan Zhang:
HyP-ASO: A Hybrid Policy-based Adaptive Search Optimization Framework for Large-Scale Integer Linear Programs. CoRR abs/2509.15828 (2025) - 2024
- [c4]Tianxing Yang, Huigen Ye, Hua Xu:
Learning to Generate Scalable MILP Instances. GECCO Companion 2024: 159-162 - [c3]Huigen Ye, Hua Xu, Hongyan Wang:
Light-MILPopt: Solving Large-scale Mixed Integer Linear Programs with Lightweight Optimizer and Small-scale Training Dataset. ICLR 2024 - [i2]Zhixiao Xiong, Fangyu Zong, Huigen Ye, Hua Xu:
NeuralQP: A General Hypergraph-based Optimization Framework for Large-scale QCQPs. CoRR abs/2410.03720 (2024) - 2023
- [c2]Huigen Ye, Hongyan Wang, Hua Xu, Chengming Wang, Yu Jiang:
Adaptive Constraint Partition Based Optimization Framework for Large-Scale Integer Linear Programming (Student Abstract). AAAI 2023: 16376-16377 - [c1]Huigen Ye, Hua Xu, Hongyan Wang, Chengming Wang, Yu Jiang:
GNN&GBDT-Guided Fast Optimizing Framework for Large-scale Integer Programming. ICML 2023: 39864-39878 - 2022
- [i1]Huigen Ye, Hongyan Wang, Hua Xu, Chengming Wang, Yu Jiang:
Adaptive Constraint Partition based Optimization Framework for Large-scale Integer Linear Programming(Student Abstract). CoRR abs/2211.11564 (2022)
Coauthor Index
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