ProSec: Fortifying Code LLMs with Proactive Security Alignment. - Xiangzhe Xu; Zian Su; Jinyao Guo; Kaiyuan Zhang 002; Zhenting Wang; Xiangyu Zhang 001 (CoRR, 2024)

A Principled Approach for Detecting APTs in Massive Networks via Multi-Stage Causal Analytics. - Jiaping Gui; Mingjie Nie; Jinyao Guo; Futai Zou; Mati Ur Rehman; Wajih Ul Hassan (INFOCOM, 2025)

RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing. - Jinyao Guo; Chengpeng Wang 001; Xiangzhe Xu; Zian Su; Xiangyu Zhang 001 (CoRR, 2025)

An LLM Agent for Functional Bug Detection in Network Protocols. - Mingwei Zheng; Chengpeng Wang 001; Xuwei Liu; Jinyao Guo; Shiwei Feng 002; Xiangyu Zhang 001 (CoRR, 2025)

BugScope: Learn to Find Bugs Like Human. - Jinyao Guo; Chengpeng Wang; Dominic Deluca; Jinjie Liu; Zhuo Zhang; Xiangyu Zhang (CoRR, 2025)