MIRALab-USTC / L2O-HEM-TorchLinks
The code of paper Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. Zhihai Wang, Xijun Li, Jie Wang*, Yufei Kuang, Mingxuan Yuan, Jia Zeng, Yongdong Zhang, Feng Wu. ICLR 2023.
☆65Updated 2 years ago
Alternatives and similar repositories for L2O-HEM-Torch
Users that are interested in L2O-HEM-Torch are comparing it to the libraries listed below
Sorting:
- Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".☆103Updated 2 years ago
- ☆35Updated 3 years ago
- Predict and search framework for MilP☆67Updated 3 years ago
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆99Updated 11 months ago
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆179Updated last year
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆80Updated 7 months ago
- ☆23Updated last year
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆238Updated last year
- The repository archives papers regarding the combination of combinatorial optimization and machine learning and corresponding reading not…☆165Updated 5 years ago
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆241Updated last month
- ☆134Updated 3 years ago
- Paper collection of reinforcement learning based combinatorial optimization☆55Updated 4 years ago
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆58Updated 2 months ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆123Updated 2 years ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆90Updated 7 months ago
- Official implementation of H-TSP (AAAI2023)☆56Updated 9 months ago
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆46Updated last year
- Efficient Active Search☆53Updated 3 years ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆117Updated last year
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆57Updated 7 months ago
- ☆27Updated 2 years ago
- Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)☆239Updated 4 years ago
- Code for ICLR2022 Paper: Pareto Set Learning for Neural Multi-objective Combinatorial Optimization☆68Updated 3 years ago
- [ICLR 2023] "On Representing Mixed-Integer Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng L…☆56Updated 2 years ago
- ☆21Updated 8 months ago
- Official implementation of paper "Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling"☆62Updated 10 months ago
- ☆45Updated 8 months ago
- [TMLR 2025 + ICML 2024 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆105Updated last month
- code repo for paper Unsupervised Learning for Solving the Travelling Salesman Problem☆58Updated last year
- ☆52Updated 3 years ago