Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic Optimization for Prompting LLMs.
☆251Mar 19, 2024Updated 2 years ago
Alternatives and similar repositories for LLM-Optimizers-Papers
Users that are interested in LLM-Optimizers-Papers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Collection on Large Language Models for Optimization☆377Mar 31, 2026Updated 3 months ago
- Neural Destruction Search for Vehicle Routing Problems☆21Oct 6, 2025Updated 9 months ago
- Recent research papers about Foundation Models for Combinatorial Optimization☆563Updated this week
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆289Jan 24, 2026Updated 5 months ago
- official code for "Large Language Models as Optimizers"☆762Dec 4, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆25Oct 25, 2023Updated 2 years ago
- GPU-accelerated Ant Colony Optimization (ACO)☆18Feb 28, 2025Updated last year
- ☆47Apr 30, 2025Updated last year
- This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", whic…☆56Jul 24, 2024Updated last year
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆59Oct 30, 2025Updated 8 months ago
- Awesome-LLM-Prompt-Optimization: a curated list of advanced prompt optimization and tuning methods in Large Language Models☆411Jun 26, 2026Updated last week
- [AAMAS 2025 Oral] CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems☆32Dec 3, 2025Updated 7 months ago
- Evolution of Heuristics☆345Jun 28, 2026Updated last week
- Official Repository for the ICLR 2022 paper "Generalization of Neural Combinatorial Solvers through the Lens of Adversarial Robustness"☆13Nov 20, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆15Jan 22, 2025Updated last year
- ☆34Feb 20, 2026Updated 4 months ago
- The Typst template for SUSTech graduated student thesis☆16Jun 18, 2025Updated last year
- ☆21Aug 27, 2020Updated 5 years ago
- PyTorch code for the GNARKD.☆26Mar 28, 2024Updated 2 years ago
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆190Sep 29, 2024Updated last year
- Efficient Active Search☆53Mar 25, 2022Updated 4 years ago
- codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"☆262Oct 2, 2022Updated 3 years ago
- Official Implementation of the paper: INViT: A Generalizable Routing Problem Solver with Invariant Nested View Transformer☆28Jul 4, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆82Jun 3, 2025Updated last year
- [ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems☆41Apr 6, 2025Updated last year
- [JMLR (CCF-A)] PyPop7: A Pure-PYthon LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* algorithm varian…☆286Updated this week
- Official repository for GFACS☆36May 17, 2024Updated 2 years ago
- Matlab code for the IEEE TCYB paper "Evolutionary Large-Scale Dynamic Optimization Using Bilevel Variable Grouping".☆11May 16, 2022Updated 4 years ago
- Must-read Papers on Large Language Model (LLM) Planning.☆439Jul 4, 2024Updated 2 years ago
- GPU-accelerated Evolutionary Multiobjective Optimization Using Tensorized RVEA.☆20May 1, 2026Updated 2 months ago
- A list of awesome papers and resources of the intersection of Large Language Models and Evolutionary Computation.☆146Mar 18, 2025Updated last year
- [IROS 2024] EPH: Ensembling Prioritized Hybrid Policies for Multi-agent Pathfinding☆60Oct 8, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆94May 14, 2026Updated last month
- The LLMOPT project offers a comprehensive set of resources, including the model, dataset, training framework, and inference code, enablin…☆149Nov 19, 2025Updated 7 months ago
- Code for SIGKDD2025 paper: An Efficient Diffusion-based Non-Autoregressive Solver for Traveling Salesman Problem☆15Jan 28, 2025Updated last year
- [NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization☆73Jul 2, 2025Updated last year
- Official repository for the TMLR paper "Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improveme…☆30Jan 22, 2026Updated 5 months ago
- A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)☆891May 12, 2026Updated last month
- TSP benchmark problem generator written in pure R.☆27Jun 29, 2021Updated 5 years ago