Reproduce “Beyond Repository Boundaries: Cross-Repository Graph Retrieval for Code Generation” on OpenResearch

Turn your favorite coding agents into research agents that review literature, develop hypotheses, and run experiments.

Universal app for Apple silicon and Intel. Requires macOS 11 or later.

About this paper

Minh Le-Anh, Nam Le Hai, Quyen Tran, Anh Nguyen Hoang, Linh Ngo Van, Bach Le, Nghi D. Q. Bui

CrossCoder improves repository-level code generation by retrieving installed third-party library implementations alongside project code. It builds a graph of repository and library components, then plans and expands retrieval to supply relevant context. On DevEval, Kimi-K2.5 reaches 43.93 Pass@1 versus Hydra’s 37.63. VersionExec results also favor CrossCoder on deliberately version-sensitive tasks, not code generation generally.

Summary by alphaXiv.

Tip: change arxiv.org to autoarxiv.org in any arXiv abstract link to open the paper here.