3 papers
cs.SE2026
Effective and Efficient Context Retrieval via Partial Dependency Graph for Repository-Level Code Generation
Zhongxin Liu, Zhonghao Jiang, Zhifan Ye +3
LLM-based repository-level code generation aims to generate code using the context available in a software repository, requiring LLMs to reason over complex code dependencies. Due…
cs.SE2025
Agentic Software Issue Resolution with Large Language Models: A Survey
Zhonghao Jiang, David Lo, Zhongxin Liu
Software issue resolution aims to address real-world issues in software repositories based on natural language descriptions provided by users, and represents a key aspect of softwa…
cs.SE2025
Doc2Feat-Bench: Evaluating Documentation-Driven Feature Addition
Le Deng, Zhonghao Jiang, Jialun Cao +2
Documentation changes in mature software projects often describe newly introduced or modified behavior. This makes them a natural basis for documentation-driven feature addition, w…