Our verdict
We have not reviewed LLM4Opt yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About LLM4Opt
LLM4Opt is a community-curated collection of research papers and resources on using large language models for optimization. It organizes works across domains like combinatorial optimization and parameter tuning, providing a structured bibliography for researchers and practitioners.
Best for
Researchers and students surveying LLM applications in optimization
Use cases
- Surveying state-of-the-art LLM-based optimization techniques
- Identifying relevant papers for benchmarking or reproduction
- Tracking research trends in LLM for optimization problems
Notes
368 stars on GitHub. Last updated 2026-03-31.
Pros
- Curated central hub for a rapidly growing field
- Categorizes papers by problem type and method
- Free and open to all, easy to navigate
Cons
- Limited to a bibliography, no code or implementations
- Requires manual effort to stay updated as community grows
- No direct tooling or integration for practical use
Key facts
What we have checked
- GitHub stars
- 400
Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.
Stars and usage
How LLM4Opt is growing
368 to 400
Sources
Where this comes from
- github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438Registry
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.
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