BandFuzz: A Practical Framework for Collaborative Fuzzing with Reinforcement Learning. - Wenxuan Shi; Hongwei Li 025; Jiahao Yu 001; Wenbo Guo 002; Xinyu Xing 001 (SBFT@ICSE, 2024)

PatchPilot: A Cost-Efficient Software Engineering Agent with Early Attempts on Formal Verification. - Hongwei Li 025; Yuheng Tang; Shiqi Wang 032; Wenbo Guo 002 (ICML, 2025)

PatchPilot: A Stable and Cost-Efficient Agentic Patching Framework. - Hongwei Li 025; Yuheng Tang; Shiqi Wang 032; Wenbo Guo 002 (CoRR, 2025)

Progent: Programmable Privilege Control for LLM Agents. - Tianneng Shi; Jingxuan He; Zhun Wang; Linyu Wu; Hongwei Li 025; Wenbo Guo 002; Dawn Song (CoRR, 2025)

Co-PatcheR: Collaborative Software Patching with Component(s)-specific Small Reasoning Models. - Yuheng Tang; Hongwei Li 025; Kaijie Zhu; Michael Yang; Yangruibo Ding; Wenbo Guo 002 (CoRR, 2025)

BandFuzz: An ML-powered Collaborative Fuzzing Framework. - Wenxuan Shi; Hongwei Li 025; Jiahao Yu 001; Xinqian Sun; Wenbo Guo 002; Xinyu Xing 001 (CoRR, 2025)

VulnLLM-R: Specialized Reasoning LLM with Agent Scaffold for Vulnerability Detection. - Yuzhou Nie; Hongwei Li 025; Chengquan Guo; Ruizhe Jiang; Zhun Wang; Bo Li 026; Dawn Song; Wenbo Guo 002 (CoRR, 2025)

DevOps-Gym: Benchmarking AI Agents in Software DevOps Cycle. - Yuheng Tang; Kaijie Zhu; Bonan Ruan; Chuqi Zhang; Michael Yang; Hongwei Li 025; Suyue Guo; Tianneng Shi; Zekun Li 001; Christopher Kruegel; Giovanni Vigna; Dawn Song; et al. (CoRR, 2026)

OpenSage: Self-programming Agent Generation Engine. - Hongwei Li 025; Zhun Wang; Qinrun Dai; Yuzhou Nie; Jinjun Peng; Ruitong Liu; Jingyang Zhang; Kaijie Zhu; Jingxuan He; Lun Wang 001; Yangruibo Ding; Yueqi Chen 001; et al. (CoRR, 2026)