Huigen Ye

13 papers A* 4A 1Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
HEQP: A Hypergraph Neural Network-Based Evolutionary Method for Large-Scale QCQPs.
IEEE Trans. Cybern.
Zhixiao Xiong, Huigen Ye, Hua Xu, Carlos A. Coello Coelle
2026 J jnl
Light-EvoOPT: A Lightweight Evolutionary Optimization Framework for Ultralarge-Scale Mixed Integer Linear Programs.
IEEE Trans. Evol. Comput.
Huigen Ye, Hua Xu, Carlos A. Coello Coello
2025 J jnl
Code Retrieval for MILP Instance Generation.
CoRR
Tianxing Yang, Huigen Ye, Hua Xu
2025 J jnl
HyP-ASO: A Hybrid Policy-based Adaptive Search Optimization Framework for Large-Scale Integer Linear Programs.
CoRR
Ning Xu, Junkai Zhang, Yang Wu, Huigen Ye, Hua Xu, Huiling Xu, Yifan Zhang
2025 — conf
Intelligent Evolution Optimization: Guided from Deep Learning to Large Language Model.
GECCO Companion
Hua Xu, Xiaodong Li, Yuan Sun, Huigen Ye
2025 A* conf
Large Language Model-driven Large Neighborhood Search for Large-Scale MILP Problems.
ICML
Huigen Ye, Hua Xu, An Yan, Yaoyang Cheng
2025 A conf
MILPBench: A Large-scale Benchmark Test Suite for Mixed Integer Linear Programming Problems.
GECCO
Huigen Ye, Yaoyang Cheng, Hua Xu, Zhiguang Cao, Hanzhang Qin
2024 — conf
Learning to Generate Scalable MILP Instances.
GECCO Companion
Tianxing Yang, Huigen Ye, Hua Xu
2024 A* conf
Light-MILPopt: Solving Large-scale Mixed Integer Linear Programs with Lightweight Optimizer and Small-scale Training Dataset.
ICLR
Huigen Ye, Hua Xu, Hongyan Wang
2024 J jnl
NeuralQP: A General Hypergraph-based Optimization Framework for Large-scale QCQPs.
CoRR
Zhixiao Xiong, Fangyu Zong, Huigen Ye, Hua Xu
2023 A* conf
Adaptive Constraint Partition Based Optimization Framework for Large-Scale Integer Linear Programming (Student Abstract).
AAAI
Huigen Ye, Hongyan Wang, Hua Xu, Chengming Wang, Yu Jiang
2023 A* conf
GNN&GBDT-Guided Fast Optimizing Framework for Large-scale Integer Programming.
ICML
Huigen Ye, Hua Xu, Hongyan Wang, Chengming Wang, Yu Jiang
2022 J jnl
Adaptive Constraint Partition based Optimization Framework for Large-scale Integer Linear Programming(Student Abstract).
CoRR
Huigen Ye, Hongyan Wang, Hua Xu, Chengming Wang, Yu Jiang