Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear ProgrammingInternational Conference on Learning Representations (ICLR), 2025 |
Towards Foundation Models for Mixed Integer Linear ProgrammingInternational Conference on Learning Representations (ICLR), 2024 |
Learning To Dive In Branch And BoundNeural Information Processing Systems (NeurIPS), 2023 |
Survey on Lagrangian Relaxation for MILP: Importance, Challenges,
Historical Review, Recent Advancements, and OpportunitiesAnnals of Operations Research (Ann. Oper. Res.), 2023 |
Combinatorial optimization and reasoning with graph neural networksInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 |