Learning to Cut via Hierarchical Sequence/Set Model for Efficient
Mixed-Integer Programming

Learning to Cut via Hierarchical Sequence/Set Model for Efficient Mixed-Integer Programming

19 April 2024

Mingxuan Yuan

Papers citing "Learning to Cut via Hierarchical Sequence/Set Model for Efficient Mixed-Integer Programming"

9 / 9 papers shown

Title
Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear Programming Haoyang Liu Jie Wang Zijie Geng Xijun Li Yuxuan Zong Fangzhou Zhu Jianye Hao Feng Wu 63 3 0 03 Mar 2025
Accurate and Scalable Graph Neural Networks via Message Invariance Zhihao Shi Jie Wang Zhiwei Zhuang Xize Liang Bin Li Feng Wu 54 1 0 27 Feb 2025
Uncertainty-based Offline Variational Bayesian Reinforcement Learning for Robustness under Diverse Data Corruptions Rui Yang Jie Wang Guoping Wu Yangqiu Song AAML OffRL 39 1 0 01 Nov 2024
Energy-Guided Diffusion Sampling for Offline-to-Online Reinforcement Learning Xu-Hui Liu Tian-Shuo Liu Shengyi Jiang Ruifeng Chen Zhilong Zhang Xinwei Chen Yang Yu OffRL OnRL 34 2 0 17 Jul 2024
Learning to branch with Tree MDPs Lara Scavuzzo F. Chen Didier Chételat Maxime Gasse Andrea Lodi Neil Yorke-Smith K. Aardal AI4CE 35 51 0 23 May 2022
Adaptive Cut Selection in Mixed-Integer Linear Programming Mark Turner Thorsten Koch Felipe Serrano Michael Winkler 59 32 0 22 Feb 2022
ML4CO-KIDA: Knowledge Inheritance in Dataset Aggregation Zixuan Cao Yang Xu Zhewei Huang Shuchang Zhou 95 7 0 25 Jan 2022
Solving Mixed Integer Programs Using Neural Networks Vinod Nair Sergey Bartunov Felix Gimeno Ingrid von Glehn Pawel Lichocki ... Pushmeet Kohli Ira Ktena Yujia Li Oriol Vinyals Yori Zwols 121 244 0 23 Dec 2020
Neural Combinatorial Optimization with Reinforcement Learning Irwan Bello Hieu H. Pham Quoc V. Le Mohammad Norouzi Samy Bengio 71 1,452 0 29 Nov 2016