2025 "mixed-integer linear programming" Papers

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Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear Programming

Haoyang Liu, Jie Wang, Zijie Geng et al.

ICLR 2025posterarXiv:2503.01129
15
citations

Dynamic Configuration for Cutting Plane Separators via Reinforcement Learning on Incremental Graph

Mingxuan Ye, Jie Wang, Fangzhou et al.

NeurIPS 2025poster

Exact Certification of (Graph) Neural Networks Against Label Poisoning

Mahalakshmi Sabanayagam, Lukas Gosch, Stephan Günnemann et al.

ICLR 2025posterarXiv:2412.00537
3
citations

On Designing General and Expressive Quantum Graph Neural Networks with Applications to MILP Instance Representation

Xinyu Ye, Hao Xiong, Jianhao Huang et al.

ICLR 2025poster
2
citations