Huigen Ye

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12)

Venues

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)

Research topics

Machine Learning (3) Mathematics & Optimization (3) Optimization (3) Optimization & Theory (2) Artificial Intelligence (1) Computer Science (1) Deep Learning (1) Architectures (1) Core AI (1) Core Methods (1) Foundations (1) Learning Types (1) Mathematics (1)

Keywords

combinatorial optimization (3) integer programming (2) mixed integer linear programming (2) large neighborhood search (2) adaptive optimization (1) local optima (1) data-driven optimization (1) gradient boosted decision tree (1) neighborhood optimization (1) large language model (1) graph neural network (1) problem reduction (1) constraint partitioning (1) heuristic strategies (1) initial solution prediction (1) evolutionary prompt strategies (1) self-evolutionary agent (1) model compression (1) large-scale optimization (1) machine learning (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