Huigen Ye

4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (13)

Conferences

ICML (2) AAAI (1) ICLR (1)

Top co-authors

Hua Xu (4) Hongyan Wang (3) Chengming Wang (2) Yu Jiang (2) An Yan (1) Yaoyang Cheng (1)

Keywords

integer programming (2) combinatorial optimization (2) large-scale optimization (1) adaptive optimization (1) local optima (1) large neighborhood search (1) gradient boosted decision tree (1) neighborhood optimization (1) graph neural network (1) constraint partitioning (1) model compression (1)

Papers

Large Language Model-driven Large Neighborhood Search for Large-Scale MILP Problems ICML 2025

Light-MILPopt: Solving Large-scale Mixed Integer Linear Programs with Lightweight Optimizer and Small-scale Training Dataset ICLR 2024

Adaptive Constraint Partition Based Optimization Framework for Large-Scale Integer Linear Programming (Student Abstract) AAAI 2023

GNN&GBDT-Guided Fast Optimizing Framework for Large-scale Integer Programming ICML 2023