DiaVio: LLM-Empowered Diagnosis of Safety Violations in ADS Simulation Testing. - You Lu 005; Yifan Tian; Yuyang Bi; Bihuan Chen 001; Xin Peng 001 (ISSTA, 2024)

Lifting the Veil on the Large Language Model Supply Chain: Composition, Risks, and Mitigations. - Kaifeng Huang 001; Bihuan Chen 001; You Lu 005; Susheng Wu; Dingji Wang; Yiheng Huang; Haowen Jiang; Zhuotong Zhou; Junming Cao; Xin Peng 001 (CoRR, 2024)

AdvFuzz: Finding More Violations Caused by the EGO Vehicle in Simulation Testing by Adversarial NPC Vehicles. - You Lu 005; Yifan Tian; Dingji Wang; Bihuan Chen 001; Xin Peng 001 (CoRR, 2024)

RoadGen: Generating Road Scenarios for Autonomous Vehicle Testing. - Fan Yang; You Lu 005; Bihuan Chen 001; Peng Qin; Xin Peng 001 (CoRR, 2024)

RegTrieve: Reducing System-Level Regression Errors for Machine Learning Systems via Retrieval-Enhanced Ensemble. - Junming Cao; Xuwen Xiang; Mingfei Cheng; Bihuan Chen 001; Xinyan Wang; You Lu 005; Chaofeng Sha; Xiaofei Xie; Xin Peng 001 (Proc. ACM Softw. Eng., 2025)

Structure-Aware, Diagnosis-Guided ECU Firmware Fuzzing. - Qicai Chen; Kun Hu; Sichen Gong; Bihuan Chen 001; Zikui Kong; Haowen Jiang; Bingkun Sun; You Lu 005; Xin Peng 001 (Proc. ACM Softw. Eng., 2025)

A Survey of Fuzzing Open-Source Operating Systems. - Kun Hu; Qicai Chen; Zilong Lu; Wenzhuo Zhang; Bihuan Chen 001; You Lu 005; Haowen Jiang; Bingkun Sun; Xin Peng 001; Wenyun Zhao (CoRR, 2025)

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems. - You Lu 005; Dingji Wang; Kaifeng Huang 001; Bihuan Chen 001; Xin Peng 001 (CoRR, 2025)