Jinyao Guo

According to our database, Jinyao Guo authored at least 7 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Identifying Adversary Tactics and Techniques in Malware Binaries with an LLM Agent.

Zhou Xuan, Xiangzhe Xu, Mingwei Zheng, Louis Zheng-Hua Tan, Jinyao Guo, Tiantai Zhang, Le Yu, Chengpeng Wang, Xiangyu Zhang

CoRR, February, 2026

2025

BugScope: Learn to Find Bugs Like Human.

Jinyao Guo, Chengpeng Wang, Dominic Deluca, Jinjie Liu, Zhuo Zhang, Xiangyu Zhang

CoRR, July, 2025

An LLM Agent for Functional Bug Detection in Network Protocols.

Mingwei Zheng, Chengpeng Wang, Xuwei Liu, Jinyao Guo, Shiwei Feng, Xiangyu Zhang

CoRR, June, 2025

RFCAudit: AI Agent for Auditing Protocol Implementations Against RFC Specifications.

Mingwei Zheng, Chengpeng Wang, Xuwei Liu, Jinyao Guo, Shiwei Feng, Xiangyu Zhang

Proceedings of the 40th IEEE/ACM International Conference on Automated Software Engineering, 2025

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

Proceedings of the IEEE INFOCOM 2025, 2025

ProSec: Fortifying Code LLMs with Proactive Security Alignment.

Xiangzhe Xu, Zian Su, Jinyao Guo, Kaiyuan Zhang, Zhenting Wang, Xiangyu Zhang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing.

Jinyao Guo, Chengpeng Wang, Xiangzhe Xu, Zian Su, Xiangyu Zhang

Proceedings of the Forty-second International Conference on Machine Learning, 2025