hzwer / NeurIPS2021-ML4CO-KIDA
1st Solution For NeurIPS 2021 Competition on ML4CO Dual Task
☆28Updated last year
Related projects ⓘ
Alternatives and complementary repositories for NeurIPS2021-ML4CO-KIDA
- Code repo for ICML'23 Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning☆35Updated last year
- Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".☆93Updated last year
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆32Updated 2 months ago
- Machine Learning for Combinatorial Optimization - NeurIPS'21 competition☆127Updated 2 years ago
- [NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization☆53Updated 3 months ago
- ☆21Updated 9 months ago
- Winner of NeurIPS 2021 student leaderboard. Self-bootstrapping bayesian optimization for SCIP configuration using GNNs.☆13Updated 2 years ago
- The code of paper Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. Zhihai Wang, Xijun Li,…☆52Updated last year
- Predict and search framework for MilP☆46Updated 2 years ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆41Updated last year
- Hybrid Models for Learning to Branch (NeurIPS 2020)☆47Updated 3 years ago
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆169Updated 2 months ago
- ☆30Updated 2 years ago
- Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)☆210Updated 3 years ago
- This is the code for G2MILP, a deep learning-based mixed-integer linear programming (MILP) instance generator.☆27Updated last month
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆50Updated 3 months ago
- ☆39Updated 5 months ago
- The repository archives papers regarding the combination of combinatorial optimization and machine learning and corresponding reading not…☆158Updated 4 years ago
- Graph Neural Network architecture to solve the decision version of the graph coloring problem (GCP)☆25Updated 4 years ago
- ☆70Updated 2 years ago
- Learning a Latent Search Space for Routing Problems using Variational Autoencoders☆25Updated 3 years ago
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆126Updated 2 weeks ago
- Code for TSP Transformer☆169Updated 3 years ago
- Code for ICLR2022 Paper: Pareto Set Learning for Neural Multi-objective Combinatorial Optimization☆56Updated 2 years ago
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆55Updated last year
- [ICML 2023] Official code for "DevFormer: A Symmetric Transformer for Context-Aware Device Placement"☆18Updated last year
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆91Updated 5 months ago
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆52Updated last month
- Evolution of Heuristics☆98Updated 3 weeks ago
- ☆23Updated 2 years ago