Xinyi Hou

2 papers · Latest: May 8, 2026

Unsafe by Flow: Uncovering Bidirectional Data-Flow Risks in MCP Ecosystem

MCP-BiFlow is a static analysis framework that uncovers bidirectional data-flow risks in Model Context Protocol (MCP) ecosystems.

2605.07836May 8, 2026

Software Engineering

CommitSuite: A Comprehensive Benchmark for Commit Classification and Message Generation

CommitSuite is a new benchmark for commit classification and message generation, featuring 63k CCS-compliant commits and a reference-free evaluation framework.

2605.02256May 4, 2026

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