large language models 2code generation 1commit untangling 1context selection 1dependency reasoning 1efficiency 1multi-agent systems 1repository-level programming 1software maintenance 1
From the 2 of 13 linked papers with an AI index.
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cs.AI2026
LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning
Bo Hou, Xin Tan, Kai Zheng +3
The paper introduces ColaUntangle, a framework that uses multiple LLM-driven agents to identify both explicit and implicit dependencies among code changes in order to separate tang…
cs.AI2025
FastCoder: Accelerating Repository-level Code Generation via Efficient Retrieval and Verification
Qianhui Zhao, Li Zhang, Fang Liu +6
Code generation is a latency-sensitive task that demands high timeliness. However, with the growing interest and inherent difficulty in repository-level code generation, most exist…