A GitHub awesome-list collects research on LLMs for vulnerability detection across function-level scans, repository-level agents, smart contracts, datasets, benchmarks, and surveys. It is useful as a map of the field, but the list format means each paper still needs its own evidence check before anyone treats it as operational tooling.