Searching Large Neighborhoods for Integer Linear Programs with
Contrastive Learning

Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning

3 February 2023

Papers citing "Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning"

12 / 12 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 55 2 0 03 Mar 2025
BundleFlow: Deep Menus for Combinatorial Auctions by Diffusion-Based Optimization Tonghan Wang Yanchen Jiang David C. Parkes 84 0 0 24 Feb 2025
Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop Scheduling Sirui Li Wenbin Ouyang Yining Ma Cathy Wu 41 0 0 18 Feb 2025
Learning to Optimize for Mixed-Integer Non-linear Programming Bo Tang Elias Boutros Khalil Ján Drgoňa 23 2 0 14 Oct 2024
mRNA2vec: mRNA Embedding with Language Model in the 5ÚTR-CDS for mRNA Design Honggen Zhang Xiangrui Gao June Zhang Lipeng Lai 29 0 0 16 Aug 2024
Expressive Power of Graph Neural Networks for (Mixed-Integer) Quadratic Programs Ziang Chen Xiaohan Chen Jialin Liu Xinshang Wang Wotao Yin 41 4 0 09 Jun 2024
Adaptive Stabilization Based on Machine Learning for Column Generation Yunzhuang Shen Yuan Sun Xiaodong Li Zhiguang Cao Andrew Craig Eberhard Guangquan Zhang 39 0 0 18 May 2024
Machine Learning Augmented Branch and Bound for Mixed Integer Linear Programming Lara Scavuzzo K. Aardal Andrea Lodi Neil Yorke-Smith 38 19 0 08 Feb 2024
AI4OPT: AI Institute for Advances in Optimization Pascal Van Hentenryck Kevin Dalmeijer 16 4 0 05 Jul 2023
A Cookbook of Self-Supervised Learning Randall Balestriero Mark Ibrahim Vlad Sobal Ari S. Morcos Shashank Shekhar ... Pierre Fernandez Amir Bar Hamed Pirsiavash Yann LeCun Micah Goldblum SyDa FedML SSL 31 270 0 24 Apr 2023
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
Understanding Deep Contrastive Learning via Coordinate-wise Optimization Yuandong Tian 52 34 0 29 Jan 2022