Xuhong Zhang

160 papers A* 44A 7B 2C 1Misc 1Journal 91Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dep-Search: Learning Dependency-Aware Reasoning Traces with Persistent Memory.
CoRR
Yanming Liu, Xinyue Peng, Zixuan Yan, Yanxin Shen, Wenjie Xu, Yuefeng Huang, Xinyi Wang, Jiannan Cao, Jianwei Yin, Xuhong Zhang
2026 A* conf
Do Not Merge My Model! Safeguarding Open-Source LLMs Against Unauthorized Model Merging.
AAAI
Qinfeng Li, Miao Pan, Jintao Chen, Fu Teng, Zhiqiang Shen, Ge Su, Hao Peng, Xuhong Zhang
2026 J jnl
Faithful Bi-Directional Model Steering via Distribution Matching and Distributed Interchange Interventions.
CoRR
Yuntai Bao, Xuhong Zhang, Jintao Chen, Ge Su, Yuxiang Cai, Hao Peng, Bing Sun, Haiqin Weng, Liu Yan, Jianwei Yin
2026 A* conf
Ground What You See: Hallucination-Resistant MLLMs via Caption Feedback, Diversity-Aware Sampling, and Conflict Regularization.
AAAI
Miao Pan, Wangjie Gan, Jintao Chen, Wenqi Zhang, Bing Sun, Jianwei Yin, Xuhong Zhang
2026 J jnl
Ground What You See: Hallucination-Resistant MLLMs via Caption Feedback, Diversity-Aware Sampling, and Conflict Regularization.
CoRR
Miao Pan, Wangjie Gan, Jintao Chen, Wenqi Zhang, Bing Sun, Jianwei Yin, Xuhong Zhang
2026 A* conf
HogVul: Black-box Adversarial Code Generation Framework Against LM-based Vulnerability Detectors.
AAAI
Jingxiao Yang, Ping He, Tianyu Du, Sun Bing, Xuhong Zhang
2026 J jnl
HogVul: Black-box Adversarial Code Generation Framework Against LM-based Vulnerability Detectors.
CoRR
Jingxiao Yang, Ping He, Tianyu Du, Sun Bing, Xuhong Zhang
2026 J jnl
IBISAgent: Reinforcing Pixel-Level Visual Reasoning in MLLMs for Universal Biomedical Object Referring and Segmentation.
CoRR
Yankai Jiang, Qiaoru Li, Binlu Xu, Haoran Sun, Chao Ding, Junting Dong, Yuxiang Cai, Xuhong Zhang, Jianwei Yin
2026 A* conf
RAGFort: Dual-Path Defense Against Proprietary Knowledge Base Extraction in Retrieval-Augmented Generation.
AAAI
Qinfeng Li, Miao Pan, Ke Xiong, Ge Su, Zhiqiang Shen, Yan Liu, Bing Sun, Hao Peng, Xuhong Zhang
2026 J jnl
SARE: Sample-wise Adaptive Reasoning for Training-free Fine-grained Visual Recognition.
CoRR
Jingxiao Yang, Dalin He, Miao Pan, Ge Su, Wenqi Zhang, Yifeng Hu, Tangwei Li, Yuke Li, Xuhong Zhang
2026 J jnl
ToolGate: Contract-Grounded and Verified Tool Execution for LLMs.
CoRR
Yanming Liu, Xinyue Peng, Jiannan Cao, Xinyi Wang, Songhang Deng, Jintao Chen, Jianwei Yin, Xuhong Zhang
2025 J jnl
Boosting Parallel Fuzzing With Boundary-Targeted Task Allocation and Exploration.
IEEE Trans. Inf. Forensics Secur.
Hong Liang, Yijia Guo, Haotian Wu, Yifan Xia, Yi Xiang, Xiantao Jin, Hao Peng, Xuhong Zhang, Shouling Ji
2025 A* conf
Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding.
ICLR
Yanming Liu, Xinyue Peng, Jiannan Cao, Shi Bo, Yanxin Shen, Tianyu Du, Sheng Cheng, Xun Wang, Jianwei Yin, Xuhong Zhang
2025 A* conf
CLIBE: Detecting Dynamic Backdoors in Transformer-based NLP Models.
NDSS
Rui Zeng, Xi Chen, Yuwen Pu, Xuhong Zhang, Tianyu Du, Shouling Ji
2025 A* conf
CLMTracing: Black-box User-level Watermarking for Code Language Model Tracing.
EMNLP
Boyu Zhang, Ping He, Tianyu Du, Xuhong Zhang, Lei Yun, Kingsum Chow, Jianwei Yin
2025 J jnl
CLMTracing: Black-box User-level Watermarking for Code Language Model Tracing.
CoRR
Boyu Zhang, Ping He, Tianyu Du, Xuhong Zhang, Lei Yun, Kingsum Chow, Jianwei Yin
2025 A* conf
CollabEdit: Towards Non-destructive Collaborative Knowledge Editing.
ICLR
Jiamu Zheng, Jinghuai Zhang, Tianyu Du, Xuhong Zhang, Jianwei Yin, Tao Lin
2025 A* conf
DP-MemArc: Differential Privacy Transfer Learning for Memory Efficient Language Models.
AAAI
Yanming Liu, Xinyue Peng, Yuwei Zhang, Xiaolan Ke, Songhang Deng, Jiannan Cao, Chen Ma, Mengchen Fu, Xuhong Zhang, Sheng Cheng, Xun Wang, Jianwei Yin, Tianyu Du
2025 J jnl
DP-Poison: Poisoning Federated Learning under the Cover of Differential Privacy.
ACM Trans. Priv. Secur.
Haibin Zheng, Jinyin Chen, Tao Liu, Yao Cheng, Zhao Wang, Yun Wang, Lan Gao, Shouling Ji, Xuhong Zhang
2025 J jnl
Do Not Merge My Model! Safeguarding Open-Source LLMs Against Unauthorized Model Merging.
CoRR
Qinfeng Li, Miao Pan, Jintao Chen, Fu Teng, Zhiqiang Shen, Ge Su, Hao Peng, Xuhong Zhang
2025 J jnl
FaceSwapGuard: Safeguarding Facial Privacy from DeepFake Threats through Identity Obfuscation.
CoRR
Li Wang, Zheng Li, Xuhong Zhang, Shouling Ji, Shanqing Guo
2025 J jnl
Facial Data Minimization: Shallow Model as Your Privacy Filter.
IEEE Trans. Dependable Secur. Comput.
Yuwen Pu, Jiahao Chen, Jiayu Pan, Diqun Yan, Xuhong Zhang, Shouling Ji
2025 A conf
HaVen: Hallucination-Mitigated LLM for Verilog Code Generation Aligned with HDL Engineers.
DATE
Yiyao Yang, Fu Teng, Pengju Liu, Mengnan Qi, Chenyang Lv, Ji Li, Xuhong Zhang, Zhezhi He
2025 J jnl
HaVen: Hallucination-Mitigated LLM for Verilog Code Generation Aligned with HDL Engineers.
CoRR
Yiyao Yang, Fu Teng, Pengju Liu, Mengnan Qi, Chenyang Lv, Ji Li, Xuhong Zhang, Zhezhi He
2025 J jnl
Invisible-Face: Rethinking Facial Attribute Privacy in Social Media Photo Sharing.
IEEE Trans. Inf. Forensics Secur.
Yong Yang, Changjiang Li, Yi Jiang, Jinbao Li, Xuhong Zhang, Zonghui Wang, Shouling Ji, Wenzhi Chen
2025 J jnl
LLM4EFFI: Leveraging Large Language Models to Enhance Code Efficiency and Correctness.
CoRR
Tong Ye, Weigang Huang, Xuhong Zhang, Tengfei Ma, Peiyu Liu, Jianwei Yin, Wenhai Wang
2025 A conf
PatchSegDet: Attack-Agnostic Detection of Physical Adversarial Patches in Face Recognition Systems.
ICME
Zhiqiang Shen, Qinfeng Li, Xuhong Zhang, Yuxiang Cai, Xiaochu Chen, Ping An, Haiqin Weng, Yang Liu
2025 — conf
Probing the Geometry of Truth: Consistency and Generalization of Truth Directions in LLMs Across Logical Transformations and Question Answering Tasks.
ACL (Findings)
Yuntai Bao, Xuhong Zhang, Tianyu Du, Xinkui Zhao, Zhengwen Feng, Hao Peng, Jianwei Yin
2025 J jnl
Probing the Geometry of Truth: Consistency and Generalization of Truth Directions in LLMs Across Logical Transformations and Question Answering Tasks.
CoRR
Yuntai Bao, Xuhong Zhang, Tianyu Du, Xinkui Zhao, Zhengwen Feng, Hao Peng, Jianwei Yin
2025 J jnl
RAGFort: Dual-Path Defense Against Proprietary Knowledge Base Extraction in Retrieval-Augmented Generation.
CoRR
Qinfeng Li, Miao Pan, Ke Xiong, Ge Su, Zhiqiang Shen, Yan Liu, Bing Sun, Hao Peng, Xuhong Zhang
2025 A* conf
Scalable Multi-Stage Influence Function for Large Language Models via Eigenvalue-Corrected Kronecker-Factored Parameterization.
IJCAI
Yuntai Bao, Xuhong Zhang, Tianyu Du, Xinkui Zhao, Jiang Zong, Hao Peng, Jianwei Yin
2025 J jnl
Scalable Multi-Stage Influence Function for Large Language Models via Eigenvalue-Corrected Kronecker-Factored Parameterization.
CoRR
Yuntai Bao, Xuhong Zhang, Tianyu Du, Xinkui Zhao, Jiang Zong, Hao Peng, Jianwei Yin
2025 J jnl
TK-Mamba: Marrying KAN with Mamba for Text-Driven 3D Medical Image Segmentation.
CoRR
Haoyu Yang, Yuxiang Cai, Jintao Chen, Xuhong Zhang, Wenhui Lei, Xiaoming Shi, Jianwei Yin, Yankai Jiang
2025 J jnl
TextDefense: Adversarial Text Detection Based on Word Importance Score Dispersion.
IEEE Trans. Dependable Secur. Comput.
Lujia Shen, Yuwen Pu, Xuhong Zhang, Chunpeng Ge, Xing Yang, Hao Peng, Wei Wang, Shouling Ji
2025 A* conf
Tool-Planner: Task Planning with Clusters across Multiple Tools.
ICLR
Yanming Liu, Xinyue Peng, Jiannan Cao, Shi Bo, Yuwei Zhang, Xuhong Zhang, Sheng Cheng, Xun Wang, Jianwei Yin, Tianyu Du
2025 A* conf
Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting.
AAAI
Tong Ye, Yangkai Du, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji, Wenhai Wang
2025 J jnl
VERIRL: Boosting the LLM-based Verilog Code Generation via Reinforcement Learning.
CoRR
Fu Teng, Miao Pan, Xuhong Zhang, Zhezhi He, Yiyao Yang, Xinyi Chai, Mengnan Qi, Liqiang Lu, Jianwei Yin
2025 J jnl
VModA: An Effective Framework for Adaptive NSFW Image Moderation.
CoRR
Han Bao, Qinying Wang, Zhi Chen, Qingming Li, Xuhong Zhang, Changjiang Li, Zonghui Wang, Shouling Ji, Wenzhi Chen
2025 A conf
VeriRL: Boosting the LLM-based Verilog Code Generation via Reinforcement Learning.
ICCAD
Fu Teng, Miao Pan, Xuhong Zhang, Zhezhi He, Yiyao Yang, Xinyi Chai, Mengnan Qi, Liqiang Lu, Jianwei Yin
2025 A* conf
YOUTIAO: Hybrid Multiplexing with Dynamic Qubit Grouping for Low-cost and Scalable Quantum Wiring.
MICRO
Wuwei Tian, Liqiang Lu, Siwei Tan, Shiyu Li, Hengyi Li, Tianyao Chu, Xuhong Zhang, Mingshuai Chen, Jianwei Yin
2024 A* conf
AdaCCD: Adaptive Semantic Contrasts Discovery Based Cross Lingual Adaptation for Code Clone Detection.
AAAI
Yangkai Du, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji
2024 J jnl
Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding.
CoRR
Yanming Liu, Xinyue Peng, Jiannan Cao, Shi Bo, Yanxin Shen, Xuhong Zhang, Sheng Cheng, Xun Wang, Jianwei Yin, Tianyu Du
2024 J jnl
CLIBE: Detecting Dynamic Backdoors in Transformer-based NLP Models.
CoRR
Rui Zeng, Xi Chen, Yuwen Pu, Xuhong Zhang, Tianyu Du, Shouling Ji
2024 J jnl
CollabEdit: Towards Non-destructive Collaborative Knowledge Editing.
CoRR
Jiamu Zheng, Jinghuai Zhang, Tianyu Du, Xuhong Zhang, Jianwei Yin, Tao Lin
2024 A* conf
Cons2Plan: Vector Floorplan Generation from Various Conditions via a Learning Framework based on Conditional Diffusion Models.
ACM Multimedia
Shibo Hong, Xuhong Zhang, Tianyu Du, Sheng Cheng, Xun Wang, Jianwei Yin
2024 J jnl
CopyrightMeter: Revisiting Copyright Protection in Text-to-image Models.
CoRR
Naen Xu, Changjiang Li, Tianyu Du, Minxi Li, Wenjie Luo, Jiacheng Liang, Yuyuan Li, Xuhong Zhang, Meng Han, Jianwei Yin, Ting Wang
2024 J jnl
CoreGuard: Safeguarding Foundational Capabilities of LLMs Against Model Stealing in Edge Deployment.
CoRR
Qinfeng Li, Yangfan Xie, Tianyu Du, Zhiqiang Shen, ZhengHan Qin, Hao Peng, Xinkui Zhao, Xianwei Zhu, Jianwei Yin, Xuhong Zhang
2024 J jnl
Could It Be Generated? Towards Practical Analysis of Memorization in Text-To-Image Diffusion Models.
CoRR
Zhe Ma, Xuhong Zhang, Qingming Li, Tianyu Du, Wenzhi Chen, Zonghui Wang, Shouling Ji
2024 A* conf
Critical Code Guided Directed Greybox Fuzzing for Commits.
USENIX Security Symposium
Yi Xiang, Xuhong Zhang, Peiyu Liu, Shouling Ji, Xiao Xiao, Hong Liang, Jiacheng Xu, Wenhai Wang
2024 J jnl
DEEPFAKER: A Unified Evaluation Platform for Facial Deepfake and Detection Models.
ACM Trans. Priv. Secur.
Li Wang, Xiangtao Meng, Dan Li, Xuhong Zhang, Shouling Ji, Shanqing Guo
2024 J jnl
Diff-ID: An Explainable Identity Difference Quantification Framework for DeepFake Detection.
IEEE Trans. Dependable Secur. Comput.
Chuer Yu, Xuhong Zhang, Yuxuan Duan, Senbo Yan, Zonghui Wang, Yang Xiang, Shouling Ji, Wenzhi Chen
2024 — conf
ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis.
ACL (1)
Yanming Liu, Xinyue Peng, Tianyu Du, Jianwei Yin, Weihao Liu, Xuhong Zhang
2024 J jnl
ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis.
CoRR
Yanming Liu, Xinyue Peng, Tianyu Du, Jianwei Yin, Weihao Liu, Xuhong Zhang
2024 J jnl
EdgePro: Edge Deep Learning Model Protection via Neuron Authorization.
IEEE Trans. Dependable Secur. Comput.
Jinyin Chen, Haibin Zheng, Tao Liu, Jiawei Liu, Yao Cheng, Xuhong Zhang, Shouling Ji
2024 A* conf
Exploring ChatGPT's Capabilities on Vulnerability Management.
USENIX Security Symposium
Peiyu Liu, Junming Liu, Lirong Fu, Kangjie Lu, Yifan Xia, Xuhong Zhang, Wenzhi Chen, Haiqin Weng, Shouling Ji, Wenhai Wang
2024 J jnl
G-Fuzz: A Directed Fuzzing Framework for gVisor.
CoRR
Yuwei Li, Yuan Chen, Shouling Ji, Xuhong Zhang, Guanglu Yan, Alex X. Liu, Chunming Wu, Zulie Pan, Peng Lin
2024 J jnl
G-Fuzz: A Directed Fuzzing Framework for gVisor.
IEEE Trans. Dependable Secur. Comput.
Yuwei Li, Yuan Chen, Shouling Ji, Xuhong Zhang, Guanglu Yan, Alex X. Liu, Chunming Wu, Zulie Pan, Peng Lin
2024 J jnl
HashVFL: Defending Against Data Reconstruction Attacks in Vertical Federated Learning.
IEEE Trans. Inf. Forensics Secur.
Pengyu Qiu, Xuhong Zhang, Shouling Ji, Chong Fu, Xing Yang, Ting Wang
2024 J jnl
HijackRAG: Hijacking Attacks against Retrieval-Augmented Large Language Models.
CoRR
Yucheng Zhang, Qinfeng Li, Tianyu Du, Xuhong Zhang, Xinkui Zhao, Zhengwen Feng, Jianwei Yin
2024 A* conf
Improving the Robustness of Transformer-based Large Language Models with Dynamic Attention.
NDSS
Lujia Shen, Yuwen Pu, Shouling Ji, Changjiang Li, Xuhong Zhang, Chunpeng Ge, Ting Wang
2024 J jnl
Iterative or Innovative? A Problem-Oriented Perspective for Code Optimization.
CoRR
Tong Ye, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji, Wenhai Wang
2024 A* conf
Let All Be Whitened: Multi-Teacher Distillation for Efficient Visual Retrieval.
AAAI
Zhe Ma, Jianfeng Dong, Shouling Ji, Zhenguang Liu, Xuhong Zhang, Zonghui Wang, Sifeng He, Feng Qian, Xiaobo Zhang, Lei Yang
2024 J jnl
MILG: Realistic lip-sync video generation with audio-modulated image inpainting.
Vis. Informatics
Han Bao, Xuhong Zhang, Qinying Wang, Kangming Liang, Zonghui Wang, Shouling Ji, Wenzhi Chen
2024 A* conf
MOCK: Optimizing Kernel Fuzzing Mutation with Context-aware Dependency.
NDSS
Jiacheng Xu, Xuhong Zhang, Shouling Ji, Yuan Tian, Binbin Zhao, Qinying Wang, Peng Cheng, Jiming Chen
2024 J jnl
MemDPT: Differential Privacy for Memory Efficient Language Models.
CoRR
Yanming Liu, Xinyue Peng, Jiannan Cao, Yuwei Zhang, Chen Ma, Songhang Deng, Mengchen Fu, Xuhong Zhang, Sheng Cheng, Xun Wang, Jianwei Yin, Tianyu Du
2024 J jnl
One Bad Apple Spoils the Barrel: Understanding the Security Risks Introduced by Third-Party Components in IoT Firmware.
IEEE Trans. Dependable Secur. Comput.
Binbin Zhao, Shouling Ji, Jiacheng Xu, Yuan Tian, Qiuyang Wei, Qinying Wang, Chenyang Lyu, Xuhong Zhang, Changting Lin, Jingzheng Wu, Raheem Beyah
2024 J jnl
PRSA: Prompt Reverse Stealing Attacks against Large Language Models.
CoRR
Yong Yang, Xuhong Zhang, Yi Jiang, Xi Chen, Haoyu Wang, Shouling Ji, Zonghui Wang
2024 A* conf
Pluggable Watermarking of Deepfake Models for Deepfake Detection.
IJCAI
Han Bao, Xuhong Zhang, Qinying Wang, Kangming Liang, Zonghui Wang, Shouling Ji, Wenzhi Chen
2024 A* conf
Protecting Object Detection Models from Model Extraction Attack via Feature Space Coverage.
IJCAI
Zeyu Li, Yuwen Pu, Xuhong Zhang, Yu Li, Jinbao Li, Shouling Ji
2024 — conf
RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback.
ACL (Findings)
Yanming Liu, Xinyue Peng, Xuhong Zhang, Weihao Liu, Jianwei Yin, Jiannan Cao, Tianyu Du
2024 J jnl
RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback.
CoRR
Yanming Liu, Xinyue Peng, Xuhong Zhang, Weihao Liu, Jianwei Yin, Jiannan Cao, Tianyu Du
2024 A* conf
SecCoder: Towards Generalizable and Robust Secure Code Generation.
EMNLP
Boyu Zhang, Tianyu Du, Junkai Tong, Xuhong Zhang, Kingsum Chow, Sheng Cheng, Xun Wang, Jianwei Yin
2024 J jnl
SecCoder: Towards Generalizable and Robust Secure Code Generation.
CoRR
Boyu Zhang, Tianyu Du, Junkai Tong, Xuhong Zhang, Kingsum Chow, Sheng Cheng, Xun Wang, Jianwei Yin
2024 A* conf
SyzTrust: State-aware Fuzzing on Trusted OS Designed for IoT Devices.
SP
Qinying Wang, Boyu Chang, Shouling Ji, Yuan Tian, Xuhong Zhang, Binbin Zhao, Gaoning Pan, Chenyang Lyu, Mathias Payer, Wenhai Wang, Raheem Beyah
2024 J jnl
TextCheater: A Query-Efficient Textual Adversarial Attack in the Hard-Label Setting.
IEEE Trans. Dependable Secur. Comput.
Hao Peng, Shixin Guo, Dandan Zhao, Xuhong Zhang, Jianmin Han, Shouling Ji, Xing Yang, Ming Zhong
2024 J jnl
Tool-Planner: Dynamic Solution Tree Planning for Large Language Model with Tool Clustering.
CoRR
Yanming Liu, Xinyue Peng, Yuwei Zhang, Jiannan Cao, Xuhong Zhang, Sheng Cheng, Xun Wang, Jianwei Yin, Tianyu Du
2024 J jnl
Towards Practical Backdoor Attacks on Federated Learning Systems.
IEEE Trans. Dependable Secur. Comput.
Chenghui Shi, Shouling Ji, Xudong Pan, Xuhong Zhang, Mi Zhang, Min Yang, Jun Zhou, Jianwei Yin, Ting Wang
2024 J jnl
Towards understanding bogus traffic service in online social networks.
Frontiers Inf. Technol. Electron. Eng.
Ping He, Xuhong Zhang, Changting Lin, Ting Wang, Shouling Ji
2024 — conf
Tram: A Token-level Retrieval-augmented Mechanism for Source Code Summarization.
NAACL-HLT (Findings)
Tong Ye, Lingfei Wu, Tengfei Ma, Xuhong Zhang, Yangkai Du, Peiyu Liu, Shouling Ji, Wenhai Wang
2024 A* conf
TransLinkGuard: Safeguarding Transformer Models Against Model Stealing in Edge Deployment.
ACM Multimedia
Qinfeng Li, Zhiqiang Shen, ZhengHan Qin, Yangfan Xie, Xuhong Zhang, Tianyu Du, Sheng Cheng, Xun Wang, Jianwei Yin
2024 J jnl
TransLinkGuard: Safeguarding Transformer Models Against Model Stealing in Edge Deployment.
CoRR
Qinfeng Li, Zhiqiang Shen, ZhengHan Qin, Yangfan Xie, Xuhong Zhang, Tianyu Du, Jianwei Yin
2024 J jnl
Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting.
CoRR
Tong Ye, Yangkai Du, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji, Wenhai Wang
2024 J jnl
Understanding the AI-powered Binary Code Similarity Detection.
CoRR
Lirong Fu, Peiyu Liu, Wenlong Meng, Kangjie Lu, Shize Zhou, Xuhong Zhang, Wenzhi Chen, Shouling Ji
2023 J jnl
AdaCCD: Adaptive Semantic Contrasts Discovery based Cross Lingual Adaptation for Code Clone Detection.
CoRR
Yangkai Du, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji
2023 A* conf
CP-BCS: Binary Code Summarization Guided by Control Flow Graph and Pseudo Code.
EMNLP
Tong Ye, Lingfei Wu, Tengfei Ma, Xuhong Zhang, Yangkai Du, Peiyu Liu, Shouling Ji, Wenhai Wang
2023 J jnl
CP-BCS: Binary Code Summarization Guided by Control Flow Graph and Pseudo Code.
CoRR
Tong Ye, Lingfei Wu, Tengfei Ma, Xuhong Zhang, Yangkai Du, Peiyu Liu, Shouling Ji, Wenhai Wang
2023 J jnl
Diff-ID: An Explainable Identity Difference Quantification Framework for DeepFake Detection.
CoRR
Chuer Yu, Xuhong Zhang, Yuxuan Duan, Senbo Yan, Zonghui Wang, Yang Xiang, Shouling Ji, Wenzhi Chen
2023 J jnl
Edge Deep Learning Model Protection via Neuron Authorization.
CoRR
Jinyin Chen, Haibin Zheng, Tao Liu, Rongchang Li, Yao Cheng, Xuhong Zhang, Shouling Ji
2023 A* conf
Efficient Query-Based Attack against ML-Based Android Malware Detection under Zero Knowledge Setting.
CCS
Ping He, Yifan Xia, Xuhong Zhang, Shouling Ji
2023 J jnl
Efficient Query-Based Attack against ML-Based Android Malware Detection under Zero Knowledge Setting.
CoRR
Ping He, Yifan Xia, Xuhong Zhang, Shouling Ji
2023 J jnl
Facial Data Minimization: Shallow Model as Your Privacy Filter.
CoRR
Yuwen Pu, Jiahao Chen, Jiayu Pan, Hao Li, Diqun Yan, Xuhong Zhang, Shouling Ji
2023 J jnl
Fraud-Agents Detection in Online Microfinance: A Large-Scale Empirical Study.
IEEE Trans. Dependable Secur. Comput.
Yiming Wu, Zhiyuan Xie, Shouling Ji, Zhenguang Liu, Xuhong Zhang, Changting Lin, Shuiguang Deng, Jun Zhou, Ting Wang, Raheem Beyah
2023 A* conf
FreeEagle: Detecting Complex Neural Trojans in Data-Free Cases.
USENIX Security Symposium
Chong Fu, Xuhong Zhang, Shouling Ji, Ting Wang, Peng Lin, Yanghe Feng, Jianwei Yin
2023 J jnl
FreeEagle: Detecting Complex Neural Trojans in Data-Free Cases.
CoRR
Chong Fu, Xuhong Zhang, Shouling Ji, Ting Wang, Peng Lin, Yanghe Feng, Jianwei Yin
2023 J jnl
How ChatGPT is Solving Vulnerability Management Problem.
CoRR
Peiyu Liu, Junming Liu, Lirong Fu, Kangjie Lu, Yifan Xia, Xuhong Zhang, Wenzhi Chen, Haiqin Weng, Shouling Ji, Wenhai Wang
2023 A* conf
How IoT Re-using Threatens Your Sensitive Data: Exploring the User-Data Disposal in Used IoT Devices.
SP
Peiyu Liu, Shouling Ji, Lirong Fu, Kangjie Lu, Xuhong Zhang, Jingchang Qin, Wenhai Wang, Wenzhi Chen
2023 J jnl
Improving the Robustness of Transformer-based Large Language Models with Dynamic Attention.
CoRR
Lujia Shen, Yuwen Pu, Shouling Ji, Changjiang Li, Xuhong Zhang, Chunpeng Ge, Ting Wang
2023 J jnl
Let All be Whitened: Multi-teacher Distillation for Efficient Visual Retrieval.
CoRR
Zhe Ma, Jianfeng Dong, Shouling Ji, Zhenguang Liu, Xuhong Zhang, Zonghui Wang, Sifeng He, Feng Qian, Xiaobo Zhang, Lei Yang
2023 J jnl
MEAOD: Model Extraction Attack against Object Detectors.
CoRR
Zeyu Li, Chenghui Shi, Yuwen Pu, Xuhong Zhang, Yu Li, Jinbao Li, Shouling Ji
2023 A* conf
MINER: A Hybrid Data-Driven Approach for REST API Fuzzing.
USENIX Security Symposium
Chenyang Lyu, Jiacheng Xu, Shouling Ji, Xuhong Zhang, Qinying Wang, Binbin Zhao, Gaoning Pan, Wei Cao, Peng Cheng, Raheem Beyah
2023 J jnl
MINER: A Hybrid Data-Driven Approach for REST API Fuzzing.
CoRR
Chenyang Lyu, Jiacheng Xu, Shouling Ji, Xuhong Zhang, Qinying Wang, Binbin Zhao, Gaoning Pan, Wei Cao, Raheem Beyah
2023 J jnl
Multi-level feature disentanglement network for cross-dataset face forgery detection.
Image Vis. Comput.
Zhixiao Fu, Xinyuan Chen, Daizong Liu, Xiaoye Qu, Jianfeng Dong, Xuhong Zhang, Shouling Ji
2023 — conf
Static Semantics Reconstruction for Enhancing JavaScript-WebAssembly Multilingual Malware Detection.
ESORICS (2)
Yifan Xia, Ping He, Xuhong Zhang, Peiyu Liu, Shouling Ji, Wenhai Wang
2023 J jnl
Static Semantics Reconstruction for Enhancing JavaScript-WebAssembly Multilingual Malware Detection.
CoRR
Yifan Xia, Ping He, Xuhong Zhang, Peiyu Liu, Shouling Ji, Wenhai Wang
2023 J jnl
SyzTrust: State-aware Fuzzing on Trusted OS Designed for IoT Devices.
CoRR
Qinying Wang, Boyu Chang, Shouling Ji, Yuan Tian, Xuhong Zhang, Binbin Zhao, Gaoning Pan, Chenyang Lyu, Mathias Payer, Wenhai Wang, Raheem Beyah
2023 J jnl
TextDefense: Adversarial Text Detection based on Word Importance Entropy.
CoRR
Lujia Shen, Xuhong Zhang, Shouling Ji, Yuwen Pu, Chunpeng Ge, Xing Yang, Yanghe Feng
2023 J jnl
Tram: A Token-level Retrieval-augmented Mechanism for Source Code Summarization.
CoRR
Tong Ye, Lingfei Wu, Tengfei Ma, Xuhong Zhang, Yangkai Du, Peiyu Liu, Wenhai Wang, Shouling Ji
2023 A* conf
UVSCAN: Detecting Third-Party Component Usage Violations in IoT Firmware.
USENIX Security Symposium
Binbin Zhao, Shouling Ji, Xuhong Zhang, Yuan Tian, Qinying Wang, Yuwen Pu, Chenyang Lyu, Raheem Beyah
2023 J jnl
UVSCAN: Detecting Third-Party Component Usage Violations in IoT Firmware.
CoRR
Binbin Zhao, Shouling Ji, Xuhong Zhang, Yuan Tian, Qinying Wang, Yuwen Pu, Chenyang Lyu, Raheem Beyah
2023 J jnl
Watch Out for the Confusing Faces: Detecting Face Swapping with the Probability Distribution of Face Identification Models.
CoRR
Yuxuan Duan, Xuhong Zhang, Chuer Yu, Zonghui Wang, Shouling Ji, Wenzhi Chen
2023 J jnl
Your Labels are Selling You Out: Relation Leaks in Vertical Federated Learning.
IEEE Trans. Dependable Secur. Comput.
Pengyu Qiu, Xuhong Zhang, Shouling Ji, Tianyu Du, Yuwen Pu, Jun Zhou, Ting Wang
2022 A* conf
"Is your explanation stable?": A Robustness Evaluation Framework for Feature Attribution.
CCS
Yuyou Gan, Yuhao Mao, Xuhong Zhang, Shouling Ji, Yuwen Pu, Meng Han, Jianwei Yin, Ting Wang
2022 J jnl
"Is your explanation stable?": A Robustness Evaluation Framework for Feature Attribution.
CoRR
Yuyou Gan, Yuhao Mao, Xuhong Zhang, Shouling Ji, Yuwen Pu, Meng Han, Jianwei Yin, Ting Wang
2022 — conf
A Data-free Black-box Attack for Generating Transferable Adversarial Examples.
HPCC/DSS/SmartCity/DependSys
Chenxu Wang, Ming Zhang, Jinjing Zhao, Xiaohui Kuang, Han Zhang, Xuhong Zhang
2022 A conf
A large-scale empirical analysis of the vulnerabilities introduced by third-party components in IoT firmware.
ISSTA
Binbin Zhao, Shouling Ji, Jiacheng Xu, Yuan Tian, Qiuyang Wei, Qinying Wang, Chenyang Lyu, Xuhong Zhang, Changting Lin, Jingzheng Wu, Raheem Beyah
2022 J jnl
All You Need Is Hashing: Defending Against Data Reconstruction Attack in Vertical Federated Learning.
CoRR
Pengyu Qiu, Xuhong Zhang, Shouling Ji, Yuwen Pu, Ting Wang
2022 B conf
Dynamic and Diverse Transformations for Defending Against Adversarial Examples.
TrustCom
Yongkang Chen, Ming Zhang, Jin Li, Xiaohui Kuang, Xuhong Zhang, Han Zhang
2022 A* conf
EMS: History-Driven Mutation for Coverage-based Fuzzing.
NDSS
Chenyang Lyu, Shouling Ji, Xuhong Zhang, Hong Liang, Binbin Zhao, Kangjie Lu, Raheem Beyah
2022 J jnl
GRIP-GAN: An Attack-Free Defense Through General Robust Inverse Perturbation.
IEEE Trans. Dependable Secur. Comput.
Haibin Zheng, Jinyin Chen, Hang Du, Weipeng Zhu, Shouling Ji, Xuhong Zhang
2022 J jnl
Hijack Vertical Federated Learning Models with Adversarial Embedding.
CoRR
Pengyu Qiu, Xuhong Zhang, Shouling Ji, Changjiang Li, Yuwen Pu, Xing Yang, Ting Wang
2022 J jnl
Improving Long Tailed Document-Level Relation Extraction via Easy Relation Augmentation and Contrastive Learning.
CoRR
Yangkai Du, Tengfei Ma, Lingfei Wu, Yiming Wu, Xuhong Zhang, Bo Long, Shouling Ji
2022 A* conf
Label Inference Attacks Against Vertical Federated Learning.
USENIX Security Symposium
Chong Fu, Xuhong Zhang, Shouling Ji, Jinyin Chen, Jingzheng Wu, Shanqing Guo, Jun Zhou, Alex X. Liu, Ting Wang
2022 J jnl
MPInspector: A Systematic and Automatic Approach for Evaluating the Security of IoT Messaging Protocols.
CoRR
Qinying Wang, Shouling Ji, Yuan Tian, Xuhong Zhang, Binbin Zhao, Yuhong Kan, Zhaowei Lin, Changting Lin, Shuiguang Deng, Alex X. Liu, Raheem Beyah
2022 A* conf
NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification.
ICSE
Haibin Zheng, Zhiqing Chen, Tianyu Du, Xuhong Zhang, Yao Cheng, Shouling Ji, Jingyi Wang, Yue Yu, Jinyin Chen
2022 J jnl
One Bad Apple Spoils the Barrel: Understanding the Security Risks Introduced by Third-Party Components in IoT Firmware.
CoRR
Binbin Zhao, Shouling Ji, Jiacheng Xu, Yuan Tian, Qiuyang Wei, Qinying Wang, Chenyang Lyu, Xuhong Zhang, Changting Lin, Jingzheng Wu, Raheem Beyah
2022 A conf
SLIME: program-sensitive energy allocation for fuzzing.
ISSTA
Chenyang Lyu, Hong Liang, Shouling Ji, Xuhong Zhang, Binbin Zhao, Meng Han, Yun Li, Zhe Wang, Wenhai Wang, Raheem Beyah
2022 A* conf
Seeing is Living? Rethinking the Security of Facial Liveness Verification in the Deepfake Era.
USENIX Security Symposium
Changjiang Li, Li Wang, Shouling Ji, Xuhong Zhang, Zhaohan Xi, Shanqing Guo, Ting Wang
2022 J jnl
Seeing is Living? Rethinking the Security of Facial Liveness Verification in the Deepfake Era.
CoRR
Changjiang Li, Li Wang, Shouling Ji, Xuhong Zhang, Zhaohan Xi, Shanqing Guo, Ting Wang
2022 A* conf
Transfer Attacks Revisited: A Large-Scale Empirical Study in Real Computer Vision Settings.
SP
Yuhao Mao, Chong Fu, Saizhuo Wang, Shouling Ji, Xuhong Zhang, Zhenguang Liu, Jun Zhou, Alex X. Liu, Raheem Beyah, Ting Wang
2022 J jnl
Transfer Attacks Revisited: A Large-Scale Empirical Study in Real Computer Vision Settings.
CoRR
Yuhao Mao, Chong Fu, Saizhuo Wang, Shouling Ji, Xuhong Zhang, Zhenguang Liu, Jun Zhou, Alex X. Liu, Raheem Beyah, Ting Wang
2021 A* conf
Backdoor Pre-trained Models Can Transfer to All.
CCS
Lujia Shen, Shouling Ji, Xuhong Zhang, Jinfeng Li, Jing Chen, Jie Shi, Chengfang Fang, Jianwei Yin, Ting Wang
2021 J jnl
Backdoor Pre-trained Models Can Transfer to All.
CoRR
Lujia Shen, Shouling Ji, Xuhong Zhang, Jinfeng Li, Jing Chen, Jie Shi, Chengfang Fang, Jianwei Yin, Ting Wang
2021 A* conf
CPscan: Detecting Bugs Caused by Code Pruning in IoT Kernels.
CCS
Lirong Fu, Shouling Ji, Kangjie Lu, Peiyu Liu, Xuhong Zhang, Yuxuan Duan, Zihui Zhang, Wenzhi Chen, Yanjun Wu
2021 J jnl
Constructing Contrastive samples via Summarization for Text Classification with limited annotations.
CoRR
Yangkai Du, Tengfei Ma, Lingfei Wu, Fangli Xu, Xuhong Zhang, Shouling Ji
2021 — conf
Constructing contrastive samples via summarization for text classification with limited annotations.
EMNLP (Findings)
Yangkai Du, Tengfei Ma, Lingfei Wu, Fangli Xu, Xuhong Zhang, Bo Long, Shouling Ji
2021 A* conf
IFIZZ: Deep-State and Efficient Fault-Scenario Generation to Test IoT Firmware.
ASE
Peiyu Liu, Shouling Ji, Xuhong Zhang, Qinming Dai, Kangjie Lu, Lirong Fu, Wenzhi Chen, Peng Cheng, Wenhai Wang, Raheem Beyah
2021 A* conf
Learning Human Motion Prediction via Stochastic Differential Equations.
ACM Multimedia
Kedi Lyu, Zhenguang Liu, Shuang Wu, Haipeng Chen, Xuhong Zhang, Yuyu Yin
2021 J jnl
Learning Human Motion Prediction via Stochastic Differential Equations.
CoRR
Kedi Lyu, Zhenguang Liu, Shuang Wu, Haipeng Chen, Xuhong Zhang, Yuyu Yin
2021 A* conf
MPInspector: A Systematic and Automatic Approach for Evaluating the Security of IoT Messaging Protocols.
USENIX Security Symposium
Qinying Wang, Shouling Ji, Yuan Tian, Xuhong Zhang, Binbin Zhao, Yuhong Kan, Zhaowei Lin, Changting Lin, Shuiguang Deng, Alex X. Liu, Raheem Beyah
2021 J jnl
NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification.
CoRR
Haibin Zheng, Zhiqing Chen, Tianyu Du, Xuhong Zhang, Yao Cheng, Shouling Ji, Jingyi Wang, Yue Yu, Jinyin Chen
2021 A* conf
Turbo: Fraud Detection in Deposit-free Leasing Service via Real-Time Behavior Network Mining.
ICDE
Sihao Hu, Xuhong Zhang, Junfeng Zhou, Shouling Ji, Jiaqi Yuan, Zhao Li, Zhipeng Wang, Qi Chen, Qinming He, Liming Fang
2021 A* conf
V-Shuttle: Scalable and Semantics-Aware Hypervisor Virtual Device Fuzzing.
CCS
Gaoning Pan, Xingwei Lin, Xuhong Zhang, Yongkang Jia, Shouling Ji, Chunming Wu, Xinlei Ying, Jiashui Wang, Yanjun Wu
2020 — conf
Adversarial Detection on Graph Structured Data.
PPMLP@CCS
Jinyin Chen, Huiling Xu, Jinhuan Wang, Qi Xuan, Xuhong Zhang
2020 Misc conf
DAS-AST: Defending Against Model Stealing Attacks Based on Adaptive Softmax Transformation.
Inscrypt
Jinyin Chen, Changan Wu, Shijing Shen, Xuhong Zhang, Jianhao Chen
2020 — conf
Understanding the Security Risks of Docker Hub.
ESORICS (1)
Peiyu Liu, Shouling Ji, Lirong Fu, Kangjie Lu, Xuhong Zhang, Wei-Han Lee, Tao Lu, Wenzhi Chen, Raheem Beyah
2019 J jnl
An I/O Efficient Distributed Approximation Framework Using Cluster Sampling.
IEEE Trans. Parallel Distributed Syst.
Xuhong Zhang, Jun Wang, Shouling Ji, Jiangling Yin, Rui Wang, Xiaobo Zhou, Changjun Jiang
2018 J jnl
Achieving Load Balance for Parallel Data Access on Distributed File Systems.
IEEE Trans. Computers
Dan Huang, Dezhi Han, Jun Wang, Jiangling Yin, Xunchao Chen, Xuhong Zhang, Jian Zhou, Mao Ye
2018 J jnl
Speed Up Big Data Analytics by Unveiling the Storage Distribution of Sub-Datasets.
IEEE Trans. Big Data
Jun Wang, Xuhong Zhang, Jiangling Yin, Ruijun Wang, Huafeng Wu, Dezhi Han
2017 — conf
DFS-container: achieving containerized block I/O for distributed file systems.
SoCC
Dan Huang, Jun Wang, Qing Liu, Xuhong Zhang, Xunchao Chen, Jian Zhou
2017 J jnl
Deister: A light-weight autonomous block management in data-intensive file systems using deterministic declustering distribution.
J. Parallel Distributed Comput.
Jun Wang, Xuhong Zhang, Junyao Zhang, Jiangling Yin, Dezhi Han, Ruijun Wang, Dan Huang
2017 J jnl
SideIO: A Side I/O system framework for hybrid scientific workflow.
J. Parallel Distributed Comput.
Jun Wang, Dan Huang, Huafeng Wu, Jiangling Yin, Xuhong Zhang, Xunchao Chen, Ruijun Wang
2016 C conf
Accelerating I/O Performance of SVM on HDFS.
CLUSTER
Mao Ye, Jun Wang, Jiangling Yin, Xuhong Zhang
2016 A conf
DataNet: A Data Distribution-Aware Method for Sub-Dataset Analysis on Distributed File Systems.
IPDPS
Jun Wang, Jiangling Yin, Jian Zhou, Xuhong Zhang, Ruijun Wang
2016 J jnl
Sapprox: Enabling Efficient and Accurate Approximations on Sub-datasets with Distribution-aware Online Sampling.
Proc. VLDB Endow.
Xuhong Zhang, Jun Wang, Jiangling Yin, Shouling Ji
2015 — conf
Achieving up to zero communication delay in BSP-based graph processing via vertex categorization.
NAS
Xuhong Zhang, Ruijun Wang, Xunchao Chen, Jun Wang, Tyler Lukasiewicz, Dezhi Han
2015 — conf
Deister: A Light-Weight Autonomous Block Management in Data-Intensive File Systems Using Deterministic Declustering Distribution.
SmartCity
Xuhong Zhang, Jiangling Yin, Jun Wang, Ruijun Wang, Dan Huang
2015 — conf
Experiences in using os-level virtualization for block I/O.
PDSW@SC
Dan Huang, Jun Wang, Qing Liu, Jiangling Yin, Xuhong Zhang, Xunchao Chen
2015 — conf
UNIO: A Unified I/O System Framework for Hybrid Scientific Workflow.
CloudCom-Asia
Dan Huang, Jiangling Yin, Jun Wang, Xuhong Zhang, Junyao Zhang, Jian Zhou
2014 A conf
SLAM: scalable locality-aware middleware for I/O in scientific analysis and visualization.
HPDC
Jiangling Yin, Jun Wang, Wu-chun Feng, Xuhong Zhang, Junyao Zhang
2014 B conf
ScalScheduling: A Scalable Scheduling Architecture for MPI-based interactive analysis programs.
ICCCN
Jiangling Yin, Andrew Foran, Xuhong Zhang, Jun Wang