3 papers
cs.SE2025
Issue-Oriented Agent-Based Framework for Automated Review Comment Generation
Shuochuan Li, Dong Wang, Patanamon Thongtanunam +3
Code review (CR) is a crucial practice for ensuring software quality. Various automated review comment generation techniques have been proposed to streamline the labor-intensive pr…
cs.SE2025
Optimizing Knowledge Utilization for Multi-Intent Comment Generation with Large Language Models
Shuochuan Li, Zan Wang, Xiaoning Du +3
Code comment generation aims to produce a generic overview of a code snippet, helping developers understand and maintain code. However, generic summaries alone are insufficient to…
cs.SE2024
Toward Understanding Deep Learning Framework Bugs
Junjie Chen, Yihua Liang, Qingchao Shen +2
DL frameworks are the basis of constructing all DL programs and models, and thus their bugs could lead to the unexpected behaviors of any DL program or model relying on them. Such…