Xiangzhe Xu

BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense

Shiqing Ma, Guanhong Tao, Siyuan Cheng, 2023, NDSS.

CPC: Automatically Classifying and Propagating Natural Language Comments via Program Analysis

Weifeng Zhang, Xiangyu Zhang, Yu Shi, 2020, 2020 IEEE/ACM 42nd International Conference on Software Engineering (ICSE).

Detecting Backdoors in Pre-trained Encoders

Shiqing Ma, Guanhong Tao, Siyuan Cheng, 2023, ArXiv.

LmPa: Improving Decompilation by Synergy of Large Language Model and Program Analysis

X. Zhang, Yapeng Ye, Siyuan Cheng, 2023, ArXiv.

Improving Binary Code Similarity Transformer Models by Semantics-Driven Instruction Deemphasis

Guanhong Tao, Qingkai Shi, Yapeng Ye, 2023, ISSTA.

Nova+: Generative Language Models for Binaries

Xiangzhe Xu, Nan Jiang, Chengxiao Wang, 2023, ArXiv.

PEM: Representing Binary Program Semantics for Similarity Analysis via a Probabilistic Execution Model

Guanhong Tao, Qingkai Shi, Yapeng Ye, 2023, ESEC/SIGSOFT FSE.

Source Code Foundation Models are Transferable Binary Analysis Knowledge Bases

Kaiyuan Zhang, Xiangzhe Xu, Zian Su, 2024, ArXiv.