V-Shuttle: Scalable and Semantics-Aware Hypervisor Virtual Device Fuzzing. - Gaoning Pan; Xingwei Lin; Xuhong Zhang 002; Yongkang Jia; Shouling Ji; Chunming Wu 001; Xinlei Ying; Jiashui Wang; Yanjun Wu (CCS, 2021)

APICraft: Fuzz Driver Generation for Closed-source SDK Libraries. - Cen Zhang; Xingwei Lin; Yuekang Li; Yinxing Xue; Jundong Xie; Hongxu Chen 001; Xinlei Ying; Jiashui Wang; Yang Liu 003 (USENIX Security Symposium, 2021)

HODOR: Shrinking Attack Surface on Node.js via System Call Limitation. - Wenya Wang 003; Xingwei Lin; Jingyi Wang 004; Wang Gao; Dawu Gu; Wei Lv; Jiashui Wang (CCS, 2023)

Sequence-Oriented DBMS Fuzzing. - Jie Liang 006; Yaoguang Chen; Zhiyong Wu 010; Jingzhou Fu; Mingzhe Wang; Yu Jiang 001; Xiangdong Huang 001; Ting Chen 002; Jiashui Wang; Jiajia Li (ICDE, 2023)

DeFiWarder: Protecting DeFi Apps from Token Leaking Vulnerabilities. - Jianzhong Su; Xingwei Lin; Zhiyuan Fang; Zhirong Zhu; Jiachi Chen; Zibin Zheng; Wei Lv; Jiashui Wang (ASE, 2023)

Towards Understanding and Mitigating Audio Adversarial Examples for Speaker Recognition. - Guangke Chen; Zhe Zhao 007; Fu Song; Sen Chen 001; Lingling Fan 003; Feng Wang; Jiashui Wang (IEEE Trans. Dependable Secur. Comput., 2023)

S$w$Fuzz: Structure-Sensitive WebAssembly Fuzzing. - Jiashui Wang; Ziyi Guo; Xinlei Ying; Peng Qian; Yan Chen 004 (APSEC, 2024)

Exploring Depths of WebAudio: Advancing Greybox Fuzzing for Vulnerability Detection in Safari. - Jiashui Wang; Jiahui Wang; Jundong Xie; Zhenyuan Li; Yan Chen 004; Peng Qian (APSEC, 2024)

Tacoma: Enhanced Browser Fuzzing with Fine-Grained Semantic Alignment. - Jiashui Wang; Peng Qian; Xilin Huang; Xinlei Ying; Yan Chen 004; Shouling Ji; Jianhai Chen; Jundong Xie; Long Liu (ISSTA, 2024)

Code is not Natural Language: Unlock the Power of Semantics-Oriented Graph Representation for Binary Code Similarity Detection. - Haojie He; Xingwei Lin; Ziang Weng; Ruijie Zhao 001; Shuitao Gan; Libo Chen 001; Yuede Ji; Jiashui Wang; Zhi Xue (USENIX Security Symposium, 2024)

PentestAgent: Incorporating LLM Agents to Automated Penetration Testing. - Xiangmin Shen; Lingzhi Wang 002; Zhenyuan Li; Yan Chen 004; Wencheng Zhao; Dawei Sun; Jiashui Wang; Wei Ruan (CoRR, 2024)

Detecting DBMS bugs with context-sensitive instantiation and multi-plan execution. - Jiaqi Li; Ke Wang 042; Yaoguang Chen; Yajin Zhou; Lei Wu 012; Jiashui Wang (Comput. Secur., 2025)

FreeWavm: Enhanced WebAssembly Runtime Fuzzing Guided by Parse Tree Mutation and Snapshot. - Peng Qian; Xinlei Ying; Jiashui Wang; Long Liu; Lun Zhang; Jianhai Chen; Qinming He (Proc. ACM Softw. Eng., 2025)

ASMA-Tune: Unlocking LLMs' Assembly Code Comprehension via Structural-Semantic Instruction Tuning. - Xinyi Wang; Jiashui Wang; Peng Chen; Jinbo Su; Yanming Liu; Long Liu; Yangdong Wang; Qiyuan Chen; Kai Yun; Chunfu Jia (CoRR, 2025)

Scuzer: A Scheduling Optimization Fuzzer for TVM. - Xiangxiang Chen 002; Xingwei Lin; Jingyi Wang 004; Jun Sun 001; Jiashui Wang; Wenhai Wang (ACM Trans. Softw. Eng. Methodol., 2025)

Beyond the Protocol: Unveiling Attack Vectors in the Model Context Protocol Ecosystem. - Hao Song; Yiming Shen; Wenxuan Luo; Leixin Guo; Ting Chen 002; Jiashui Wang; Beibei Li 002; Xiaosong Zhang 001; Jiachi Chen (CoRR, 2025)

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction. - Jiachi Chen; Yiming Shen; Jiashuo Zhang 001; Zihao Li 001; John Grundy 001; Zhenzhe Shao; Yanlin Wang 001; Jiashui Wang; Ting Chen 002; Zibin Zheng (CoRR, 2025)

ORFuzz: Fuzzing the "Other Side" of LLM Safety - Testing Over-Refusal. - Haonan Zhang; Dongxia Wang; Yi Liu; Kexin Chen; Jiashui Wang; Xinlei Ying; Long Liu; Wenhai Wang (CoRR, 2025)