[NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution
☆250Jan 24, 2026Updated last month
Alternatives and similar repositories for reevo
Users that are interested in reevo are comparing it to the libraries listed below
Sorting:
- Recent research papers about Foundation Models for Combinatorial Optimization☆477Updated this week
- [NeurIPS 2025] PARCO: Parallel AutoRegressive Combinatorial Optimization☆41Dec 3, 2025Updated 3 months ago
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆100Jan 25, 2025Updated last year
- Evolution of Heuristics☆266Sep 11, 2025Updated 5 months ago
- [AAAI-25] HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs☆32Feb 21, 2026Updated last week
- A Collection on Large Language Models for Optimization☆343Jan 4, 2026Updated 2 months ago
- [ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems☆41Apr 6, 2025Updated 10 months ago
- [AAMAS 2025 Oral] CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems☆30Dec 3, 2025Updated 3 months ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆92May 28, 2025Updated 9 months ago
- A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)☆816Jan 22, 2026Updated last month
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆181Sep 29, 2024Updated last year
- ☆28Nov 5, 2023Updated 2 years ago
- Official repository for GFACS☆33May 17, 2024Updated last year
- Neural Destruction Search for Vehicle Routing Problems☆18Oct 6, 2025Updated 4 months ago
- [ICML'24] Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More☆14Jul 12, 2024Updated last year
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆241Sep 10, 2024Updated last year
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆81Jun 3, 2025Updated 9 months ago
- ☆46May 14, 2025Updated 9 months ago
- ☆13Jul 15, 2024Updated last year
- [AAAI 2026] TrajEvo: Designing Trajectory Prediction Heuristics via LLM-driven Evolution☆14Aug 1, 2025Updated 7 months ago
- ☆24Dec 11, 2022Updated 3 years ago
- Official Implementation of the paper: INViT: A Generalizable Routing Problem Solver with Invariant Nested View Transformer☆26Jul 4, 2024Updated last year
- [TMLR 2025 + ICML 2024 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆108Dec 3, 2025Updated 3 months ago
- This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", whic…☆51Jul 24, 2024Updated last year
- [NeurIPS 2024] Learning to Handle Complex Constraints for Vehicle Routing Problems☆41Feb 17, 2026Updated 2 weeks ago
- Code for [ICML2025]``Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design``.☆70May 23, 2025Updated 9 months ago
- Agentic Benchmark for LLM-Crafted Heuristics in Combinatorial Optimization (ICLR'26)☆64Updated this week
- [NeurIPS 2024] "Collaboration! Towards Robust Neural Methods for Routing Problems"☆21Nov 16, 2024Updated last year
- Large Language Model for MOEA☆61May 30, 2024Updated last year
- Official implementation of paper "Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling"☆66Feb 23, 2025Updated last year
- The collection of my research papers' illustrations.☆19Oct 15, 2023Updated 2 years ago
- [ICML 2023] Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optim…☆10Dec 19, 2023Updated 2 years ago
- Code for SIGKDD2025 paper: An Efficient Diffusion-based Non-Autoregressive Solver for Traveling Salesman Problem☆14Jan 28, 2025Updated last year
- [ICLR 2026] Neural Combinatorial Optimization for Real-World Routing☆25Updated this week
- ☆33Feb 20, 2026Updated last week
- Official implementation of IJCAI'24 paper "Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferra…☆24May 15, 2024Updated last year
- LLM4AD: A Platform for Algorithm Design with Large Language Model☆611Feb 26, 2026Updated last week
- ☆84Updated this week
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆58Oct 30, 2025Updated 4 months ago