9 citations · 17 across the 18 of their papers we have counts for
14 papers · 1 filter
When Agents Do Not Stop: Uncovering Infinite Agentic Loops in LLM Agents
Xinyi Hou, Shenao Wang, Yanjie Zhao +1
LLM agents increasingly rely on iterative execution to solve tasks through planning, tool use, state updates, and agent collaboration. While this design enables flexible automation…
AgentFlow: Building Agent Dependency Graphs for Static Analysis of Agent Programs
Shenao Wang, Xinyi Hou, Yanjie Zhao +2
LLM agents are increasingly developed as source-code applications built on agent frameworks. These agent programs combine conventional host-language code with framework-defined sem…
Unsafe by Flow: Uncovering Bidirectional Data-Flow Risks in MCP Ecosystem
Xinyi Hou, Yanjie Zhao, Haoyu Wang
Model Context Protocol (MCP) have quickly become the interface layer between LLM agents and external tools, yet they also introduce unsafe data flows that existing analyzers handle…
CommitSuite: A Comprehensive Benchmark for Commit Classification and Message Generation
Zirui Wan, Zhaonan Wu, Xinyi Hou +3
High-quality commit messages are critical for maintaining software projects, yet ensuring their consistency and informativeness remains a practical challenge. While the Conventiona…
LaQual: An Automated Framework for LLM App Quality Evaluation
Yan Wang, Xinyi Hou, Junjun Si +3
Representing a new paradigm in software distribution, LLM app stores are rapidly emerging, offering users diverse choices for content generation, coding assistance, education, and…
Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead
Hongzhou Rao, Yanjie Zhao, Xinyi Hou +2
The rapid advancement of large language models (LLMs) has redefined artificial intelligence (AI), pushing the boundaries of AI research and enabling unbounded possibilities for bot…