Author

Bach Le

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Preprint Sep 2026

XAgent: eXecution-guided Agentic AI for Effective Localization and Resolution of GitHub Issues

This work presents XAgent, an execution-guided agentic framework that analyzes dynamic behavior and additional program context to localize and validate issues, opening new opportunities for LLM-based coding agents to achieve more robust and generalizable software maintenance.

H. Huynh, Patanamon Thongtanunam, Michael Fu et al. · 0 citations

Preprint Sep 2026

Beyond Repository Boundaries: Cross-Repository Graph Retrieval for Code Generation

CrossCoder is proposed, a cross-repository code generation framework that explicitly incorporates external libraries into the retrieval context through a unified knowledge graph over repository and library entities that consistently improves both functional correctness and robustness to dependency-version changes.

Minh Le-Anh, Nam Le Hai, Quyen Tran et al. · 0 citations