A Hybrid DMR Latch to Tolerate MNU Using TDICE and WDICE. - Zhengfeng Huang; Yangyang Zhang; Zian Su; Huaguo Liang; Huijie Yao; Tianming Ni (ATS, 2018)

Cross-Layer Dual Modular Redundancy Hardened Scheme of Flip-Flop Design Based on Sense-Amplifier. - Zhengfeng Huang; Zian Su; Tianming Ni; Qi Xu; Haochen Qi; Yingchun Lu; Manzi Eric; Hui Xu (J. Circuits Syst. Comput., 2021)

Improving Binary Code Similarity Transformer Models by Semantics-Driven Instruction Deemphasis. - Xiangzhe Xu; Shiwei Feng 002; Yapeng Ye; Guangyu Shen; Zian Su; Siyuan Cheng 005; Guanhong Tao 001; Qingkai Shi; Zhuo Zhang 002; Xiangyu Zhang 001 (ISSTA, 2023)

LmPa: Improving Decompilation by Synergy of Large Language Model and Program Analysis. - Xiangzhe Xu; Zhuo Zhang 002; Shiwei Feng 002; Yapeng Ye; Zian Su; Nan Jiang 012; Siyuan Cheng 005; Lin Tan 001; Xiangyu Zhang 001 (CoRR, 2023)

Sanitizing Large Language Models in Bug Detection with Data-Flow. - Chengpeng Wang 001; Wuqi Zhang; Zian Su; Xiangzhe Xu; Xiangyu Zhang 001 (EMNLP (Findings), 2024)

Source Code Foundation Models are Transferable Binary Analysis Knowledge Bases. - Zian Su; Xiangzhe Xu; Ziyang Huang; Kaiyuan Zhang 002; Xiangyu Zhang 001 (NeurIPS, 2024)

LLMDFA: Analyzing Dataflow in Code with Large Language Models. - Chengpeng Wang 001; Wuqi Zhang; Zian Su; Xiangzhe Xu; Xiaoheng Xie; Xiangyu Zhang 001 (NeurIPS, 2024)

When Dataflow Analysis Meets Large Language Models. - Chengpeng Wang 001; Wuqi Zhang; Zian Su; Xiangzhe Xu; Xiaoheng Xie; Xiangyu Zhang 001 (CoRR, 2024)

ProSec: Fortifying Code LLMs with Proactive Security Alignment. - Xiangzhe Xu; Zian Su; Jinyao Guo; Kaiyuan Zhang 002; Zhenting Wang; Xiangyu Zhang 001 (CoRR, 2024)

CodeArt: Better Code Models by Attention Regularization When Symbols Are Lacking. - Zian Su; Xiangzhe Xu; Ziyang Huang; Zhuo Zhang 002; Yapeng Ye; Jianjun Huang 001; Xiangyu Zhang 001 (Proc. ACM Softw. Eng., 2024)

Unleashing the Power of Generative Model in Recovering Variable Names from Stripped Binary. - Xiangzhe Xu; Zhuo Zhang 002; Zian Su; Ziyang Huang; Shiwei Feng 002; Yapeng Ye; Nan Jiang 012; Danning Xie; Siyuan Cheng 005; Lin Tan 001; Xiangyu Zhang 001 (NDSS, 2025)

RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing. - Jinyao Guo; Chengpeng Wang 001; Xiangzhe Xu; Zian Su; Xiangyu Zhang 001 (CoRR, 2025)

μKE: Matryoshka Unstructured Knowledge Editing of Large Language Models. - Zian Su; Ziyang Huang; Kaiyuan Zhang 002; Xiangyu Zhang 001 (CoRR, 2025)

LLM Agents Should Employ Security Principles. - Kaiyuan Zhang 002; Zian Su; Pin-Yu Chen; Elisa Bertino; Xiangyu Zhang 001; Ninghui Li (CoRR, 2025)

IntenTest: Stress Testing for Intent Integrity in API-Calling LLM Agents. - Shiwei Feng 002; Xiangzhe Xu; Xuan Chen; Kaiyuan Zhang 002; Syed Yusuf Ahmed; Zian Su; Mingwei Zheng; Xiangyu Zhang 001 (CoRR, 2025)

SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks. - Kaiyuan Zhang 002; Siyuan Cheng 005; Hanxi Guo; Yuetian Chen; Zian Su; Shengwei An; Yuntao Du 002; Charles Fleming; Ashish Kundu; Xiangyu Zhang 001; Ninghui Li (CoRR, 2025)

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants. - Xiangzhe Xu; Guangyu Shen; Zian Su; Siyuan Cheng 005; Hanxi Guo; Lu Yan; Xuan Chen; Jiasheng Jiang; Xiaolong Jin 002; Chengpeng Wang 001; Zhuo Zhang 002; Xiangyu Zhang 001 (CoRR, 2025)

Position: Intelligent Coding Systems Should Write Programs with Justifications. - Xiangzhe Xu; Shiwei Feng 002; Zian Su; Chengpeng Wang; Xiangyu Zhang (CoRR, 2025)