Zian Su

According to our database, Zian Su authored at least 18 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Position: Intelligent Coding Systems Should Write Programs with Justifications.

Xiangzhe Xu, Shiwei Feng, Zian Su, Chengpeng Wang, Xiangyu Zhang

CoRR, August, 2025

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants.

Xiangzhe Xu, Guangyu Shen, Zian Su, Siyuan Cheng, Hanxi Guo, Lu Yan, Xuan Chen, Jiasheng Jiang, Xiaolong Jin, Chengpeng Wang, Zhuo Zhang, Xiangyu Zhang

CoRR, August, 2025

SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks.

Kaiyuan Zhang, Siyuan Cheng, Hanxi Guo, Yuetian Chen, Zian Su, Shengwei An, Yuntao Du, Charles Fleming, Ashish Kundu, Xiangyu Zhang, Ninghui Li

CoRR, June, 2025

IntenTest: Stress Testing for Intent Integrity in API-Calling LLM Agents.

Shiwei Feng, Xiangzhe Xu, Xuan Chen, Kaiyuan Zhang, Syed Yusuf Ahmed, Zian Su, Mingwei Zheng, Xiangyu Zhang

CoRR, June, 2025

LLM Agents Should Employ Security Principles.

Kaiyuan Zhang, Zian Su, Pin-Yu Chen, Elisa Bertino, Xiangyu Zhang, Ninghui Li

CoRR, May, 2025

μKE: Matryoshka Unstructured Knowledge Editing of Large Language Models.

Zian Su, Ziyang Huang, Kaiyuan Zhang, Xiangyu Zhang

CoRR, April, 2025

RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing.

Jinyao Guo, Chengpeng Wang, Xiangzhe Xu, Zian Su, Xiangyu Zhang

CoRR, January, 2025

Unleashing the Power of Generative Model in Recovering Variable Names from Stripped Binary.

Xiangzhe Xu, Zhuo Zhang, Zian Su, Ziyang Huang, Shiwei Feng, Yapeng Ye, Nan Jiang, Danning Xie, Siyuan Cheng, Lin Tan, Xiangyu Zhang

Proceedings of the 32nd Annual Network and Distributed System Security Symposium, 2025

2024

CodeArt: Better Code Models by Attention Regularization When Symbols Are Lacking.

Zian Su, Xiangzhe Xu, Ziyang Huang, Zhuo Zhang, Yapeng Ye, Jianjun Huang, Xiangyu Zhang

Proc. ACM Softw. Eng., 2024

ProSec: Fortifying Code LLMs with Proactive Security Alignment.

Xiangzhe Xu, Zian Su, Jinyao Guo, Kaiyuan Zhang, Zhenting Wang, Xiangyu Zhang

CoRR, 2024

When Dataflow Analysis Meets Large Language Models.

Chengpeng Wang, Wuqi Zhang, Zian Su, Xiangzhe Xu, Xiaoheng Xie, Xiangyu Zhang

CoRR, 2024

LLMDFA: Analyzing Dataflow in Code with Large Language Models.

Chengpeng Wang, Wuqi Zhang, Zian Su, Xiangzhe Xu, Xiaoheng Xie, Xiangyu Zhang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Source Code Foundation Models are Transferable Binary Analysis Knowledge Bases.

Zian Su, Xiangzhe Xu, Ziyang Huang, Kaiyuan Zhang, Xiangyu Zhang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Sanitizing Large Language Models in Bug Detection with Data-Flow.

Chengpeng Wang, Wuqi Zhang, Zian Su, Xiangzhe Xu, Xiangyu Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

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

Xiangzhe Xu, Zhuo Zhang, Shiwei Feng, Yapeng Ye, Zian Su, Nan Jiang, Siyuan Cheng, Lin Tan, Xiangyu Zhang

CoRR, 2023

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

Xiangzhe Xu, Shiwei Feng, Yapeng Ye, Guangyu Shen, Zian Su, Siyuan Cheng, Guanhong Tao, Qingkai Shi, Zhuo Zhang, Xiangyu Zhang

Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2023

2021

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

2018

A Hybrid DMR Latch to Tolerate MNU Using TDICE and WDICE.

Zhengfeng Huang, Yangyang Zhang, Zian Su, Huaguo Liang, Huijie Yao, Tianming Ni

Proceedings of the 27th IEEE Asian Test Symposium, 2018