SLAM: scalable locality-aware middleware for I/O in scientific analysis and visualization. - Jiangling Yin; Jun Wang 001; Wu-chun Feng; Xuhong Zhang 002; Junyao Zhang (HPDC, 2014)

ScalScheduling: A Scalable Scheduling Architecture for MPI-based interactive analysis programs. - Jiangling Yin; Andrew Foran; Xuhong Zhang 002; Jun Wang 001 (ICCCN, 2014)

UNIO: A Unified I/O System Framework for Hybrid Scientific Workflow. - Dan Huang 001; Jiangling Yin; Jun Wang 001; Xuhong Zhang 002; Junyao Zhang; Jian Zhou 004 (CloudCom-Asia, 2015)

Achieving up to zero communication delay in BSP-based graph processing via vertex categorization. - Xuhong Zhang 002; Ruijun Wang; Xunchao Chen; Jun Wang 001; Tyler Lukasiewicz; Dezhi Han (NAS, 2015)

Experiences in using os-level virtualization for block I/O. - Dan Huang 001; Jun Wang 001; Qing Liu 002; Jiangling Yin; Xuhong Zhang 002; Xunchao Chen (PDSW@SC, 2015)

Deister: A Light-Weight Autonomous Block Management in Data-Intensive File Systems Using Deterministic Declustering Distribution. - Xuhong Zhang 002; Jiangling Yin; Jun Wang 001; Ruijun Wang; Dan Huang 001 (SmartCity, 2015)

Accelerating I/O Performance of SVM on HDFS. - Mao Ye 008; Jun Wang 001; Jiangling Yin; Xuhong Zhang 002 (CLUSTER, 2016)

DataNet: A Data Distribution-Aware Method for Sub-Dataset Analysis on Distributed File Systems. - Jun Wang 001; Jiangling Yin; Jian Zhou 004; Xuhong Zhang 002; Ruijun Wang (IPDPS, 2016)

Sapprox: Enabling Efficient and Accurate Approximations on Sub-datasets with Distribution-aware Online Sampling. - Xuhong Zhang 002; Jun Wang 001; Jiangling Yin; Shouling Ji (Proc. VLDB Endow., 2016)

DFS-container: achieving containerized block I/O for distributed file systems. - Dan Huang 001; Jun Wang 001; Qing Liu 001; Xuhong Zhang 002; Xunchao Chen; Jian Zhou 004 (SoCC, 2017)

SideIO: A Side I/O system framework for hybrid scientific workflow. - Jun Wang 001; Dan Huang 001; Huafeng Wu; Jiangling Yin; Xuhong Zhang 002; Xunchao Chen; Ruijun Wang (J. Parallel Distributed Comput., 2017)

Deister: A light-weight autonomous block management in data-intensive file systems using deterministic declustering distribution. - Jun Wang 001; Xuhong Zhang 002; Junyao Zhang; Jiangling Yin; Dezhi Han; Ruijun Wang; Dan Huang 001 (J. Parallel Distributed Comput., 2017)

Speed Up Big Data Analytics by Unveiling the Storage Distribution of Sub-Datasets. - Jun Wang 001; Xuhong Zhang 002; Jiangling Yin; Ruijun Wang; Huafeng Wu; Dezhi Han (IEEE Trans. Big Data, 2018)

Achieving Load Balance for Parallel Data Access on Distributed File Systems. - Dan Huang 001; Dezhi Han; Jun Wang 001; Jiangling Yin; Xunchao Chen; Xuhong Zhang 002; Jian Zhou 004; Mao Ye 008 (IEEE Trans. Computers, 2018)

An I/O Efficient Distributed Approximation Framework Using Cluster Sampling. - Xuhong Zhang 002; Jun Wang 001; Shouling Ji; Jiangling Yin; Rui Wang 030; Xiaobo Zhou 002; Changjun Jiang (IEEE Trans. Parallel Distributed Syst., 2019)

Adversarial Detection on Graph Structured Data. - Jinyin Chen; Huiling Xu; Jinhuan Wang; Qi Xuan 001; Xuhong Zhang 002 (PPMLP@CCS, 2020)

DAS-AST: Defending Against Model Stealing Attacks Based on Adaptive Softmax Transformation. - Jinyin Chen; Changan Wu; Shijing Shen; Xuhong Zhang 002; Jianhao Chen (Inscrypt, 2020)

Understanding the Security Risks of Docker Hub. - Peiyu Liu 003; Shouling Ji; Lirong Fu; Kangjie Lu; Xuhong Zhang 002; Wei-Han Lee; Tao Lu; Wenzhi Chen; Raheem Beyah (ESORICS (1), 2020)

CPscan: Detecting Bugs Caused by Code Pruning in IoT Kernels. - Lirong Fu; Shouling Ji; Kangjie Lu; Peiyu Liu 003; Xuhong Zhang 002; Yuxuan Duan; Zihui Zhang; Wenzhi Chen; Yanjun Wu (CCS, 2021)

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)

Backdoor Pre-trained Models Can Transfer to All. - Lujia Shen; Shouling Ji; Xuhong Zhang 002; Jinfeng Li; Jing Chen 003; Jie Shi; Chengfang Fang; Jianwei Yin; Ting Wang 006 (CCS, 2021)

Constructing contrastive samples via summarization for text classification with limited annotations. - Yangkai Du; Tengfei Ma 001; Lingfei Wu 001; Fangli Xu; Xuhong Zhang 002; Bo Long; Shouling Ji (EMNLP (Findings), 2021)

Turbo: Fraud Detection in Deposit-free Leasing Service via Real-Time Behavior Network Mining. - Sihao Hu; Xuhong Zhang 002; Junfeng Zhou; Shouling Ji; Jiaqi Yuan; Zhao Li 007; Zhipeng Wang; Qi Chen; Qinming He; Liming Fang 001 (ICDE, 2021)

IFIZZ: Deep-State and Efficient Fault-Scenario Generation to Test IoT Firmware. - Peiyu Liu 003; Shouling Ji; Xuhong Zhang 002; Qinming Dai; Kangjie Lu; Lirong Fu; Wenzhi Chen; Peng Cheng 001; Wenhai Wang; Raheem Beyah (ASE, 2021)

Learning Human Motion Prediction via Stochastic Differential Equations. - Kedi Lyu; Zhenguang Liu; Shuang Wu 002; Haipeng Chen 002; Xuhong Zhang 002; Yuyu Yin (ACM Multimedia, 2021)

MPInspector: A Systematic and Automatic Approach for Evaluating the Security of IoT Messaging Protocols. - Qinying Wang; Shouling Ji; Yuan Tian 001; Xuhong Zhang 002; Binbin Zhao; Yuhong Kan; Zhaowei Lin; Changting Lin; Shuiguang Deng; Alex X. Liu; Raheem Beyah (USENIX Security Symposium, 2021)

Constructing Contrastive samples via Summarization for Text Classification with limited annotations. - Yangkai Du; Tengfei Ma 001; Lingfei Wu 001; Fangli Xu; Xuhong Zhang 002; Shouling Ji (CoRR, 2021)

"Is your explanation stable?": A Robustness Evaluation Framework for Feature Attribution. - Yuyou Gan; Yuhao Mao; Xuhong Zhang 002; Shouling Ji; Yuwen Pu; Meng Han; Jianwei Yin; Ting Wang 006 (CCS, 2022)

A Data-free Black-box Attack for Generating Transferable Adversarial Examples. - Chenxu Wang; Ming Zhang 021; Jinjing Zhao; Xiaohui Kuang; Han Zhang; Xuhong Zhang 002 (HPCC/DSS/SmartCity/DependSys, 2022)

NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification. - Haibin Zheng; Zhiqing Chen; Tianyu Du; Xuhong Zhang 002; Yao Cheng; Shouling Ji; Jingyi Wang 004; Yue Yu 001; Jinyin Chen (ICSE, 2022)

SLIME: program-sensitive energy allocation for fuzzing. - Chenyang Lyu; Hong Liang; Shouling Ji; Xuhong Zhang 002; Binbin Zhao; Meng Han; Yun Li; Zhe Wang; Wenhai Wang; Raheem Beyah (ISSTA, 2022)

A large-scale empirical analysis of the vulnerabilities introduced by third-party components in IoT firmware. - Binbin Zhao; Shouling Ji; Jiacheng Xu; Yuan Tian 001; Qiuyang Wei; Qinying Wang; Chenyang Lyu; Xuhong Zhang 002; Changting Lin; Jingzheng Wu; Raheem Beyah (ISSTA, 2022)

EMS: History-Driven Mutation for Coverage-based Fuzzing. - Chenyang Lyu; Shouling Ji; Xuhong Zhang 002; Hong Liang; Binbin Zhao; Kangjie Lu; Raheem Beyah (NDSS, 2022)

Transfer Attacks Revisited: A Large-Scale Empirical Study in Real Computer Vision Settings. - Yuhao Mao; Chong Fu 002; Saizhuo Wang; Shouling Ji; Xuhong Zhang 002; Zhenguang Liu; Jun Zhou 011; Alex X. Liu; Raheem Beyah; Ting Wang 006 (SP, 2022)

Dynamic and Diverse Transformations for Defending Against Adversarial Examples. - Yongkang Chen; Ming Zhang 021; Jin Li; Xiaohui Kuang; Xuhong Zhang 002; Han Zhang (TrustCom, 2022)

Label Inference Attacks Against Vertical Federated Learning. - Chong Fu 002; Xuhong Zhang 002; Shouling Ji; Jinyin Chen; Jingzheng Wu; Shanqing Guo; Jun Zhou 011; Alex X. Liu; Ting Wang 006 (USENIX Security Symposium, 2022)

Seeing is Living? Rethinking the Security of Facial Liveness Verification in the Deepfake Era. - Changjiang Li; Li Wang 120; Shouling Ji; Xuhong Zhang 002; Zhaohan Xi; Shanqing Guo; Ting Wang 006 (USENIX Security Symposium, 2022)

Improving Long Tailed Document-Level Relation Extraction via Easy Relation Augmentation and Contrastive Learning. - Yangkai Du; Tengfei Ma 001; Lingfei Wu 001; Yiming Wu; Xuhong Zhang 002; Bo Long; Shouling Ji (CoRR, 2022)

Hijack Vertical Federated Learning Models with Adversarial Embedding. - Pengyu Qiu; Xuhong Zhang 002; Shouling Ji; Changjiang Li; Yuwen Pu; Xing Yang 004; Ting Wang 006 (CoRR, 2022)

All You Need Is Hashing: Defending Against Data Reconstruction Attack in Vertical Federated Learning. - Pengyu Qiu; Xuhong Zhang 002; Shouling Ji; Yuwen Pu; Ting Wang 006 (CoRR, 2022)

GRIP-GAN: An Attack-Free Defense Through General Robust Inverse Perturbation. - Haibin Zheng; Jinyin Chen; Hang Du; Weipeng Zhu; Shouling Ji; Xuhong Zhang 002 (IEEE Trans. Dependable Secur. Comput., 2022)

Efficient Query-Based Attack against ML-Based Android Malware Detection under Zero Knowledge Setting. - Ping He; Yifan Xia; Xuhong Zhang 002; Shouling Ji (CCS, 2023)

CP-BCS: Binary Code Summarization Guided by Control Flow Graph and Pseudo Code. - Tong Ye; Lingfei Wu 001; Tengfei Ma 001; Xuhong Zhang 002; Yangkai Du; Peiyu Liu 003; Shouling Ji; Wenhai Wang (EMNLP, 2023)

Static Semantics Reconstruction for Enhancing JavaScript-WebAssembly Multilingual Malware Detection. - Yifan Xia; Ping He; Xuhong Zhang 002; Peiyu Liu 003; Shouling Ji; Wenhai Wang (ESORICS (2), 2023)

How IoT Re-using Threatens Your Sensitive Data: Exploring the User-Data Disposal in Used IoT Devices. - Peiyu Liu 003; Shouling Ji; Lirong Fu; Kangjie Lu; Xuhong Zhang 002; Jingchang Qin; Wenhai Wang; Wenzhi Chen (SP, 2023)

FreeEagle: Detecting Complex Neural Trojans in Data-Free Cases. - Chong Fu 002; Xuhong Zhang 002; Shouling Ji; Ting Wang 006; Peng Lin; Yanghe Feng; Jianwei Yin (USENIX Security Symposium, 2023)

MINER: A Hybrid Data-Driven Approach for REST API Fuzzing. - Chenyang Lyu; Jiacheng Xu; Shouling Ji; Xuhong Zhang 002; Qinying Wang; Binbin Zhao; Gaoning Pan; Wei Cao; Peng Cheng 001; Raheem Beyah (USENIX Security Symposium, 2023)

UVSCAN: Detecting Third-Party Component Usage Violations in IoT Firmware. - Binbin Zhao; Shouling Ji; Xuhong Zhang 002; Yuan Tian 001; Qinying Wang; Yuwen Pu; Chenyang Lyu; Raheem Beyah (USENIX Security Symposium, 2023)

TextDefense: Adversarial Text Detection based on Word Importance Entropy. - Lujia Shen; Xuhong Zhang 002; Shouling Ji; Yuwen Pu; Chunpeng Ge 001; Xing Yang 004; Yanghe Feng (CoRR, 2023)

MINER: A Hybrid Data-Driven Approach for REST API Fuzzing. - Chenyang Lyu; Jiacheng Xu; Shouling Ji; Xuhong Zhang 002; Qinying Wang; Binbin Zhao; Gaoning Pan; Wei Cao; Raheem Beyah (CoRR, 2023)

Edge Deep Learning Model Protection via Neuron Authorization. - Jinyin Chen; Haibin Zheng; Tao Liu 040; Rongchang Li 003; Yao Cheng; Xuhong Zhang 002; Shouling Ji (CoRR, 2023)

Watch Out for the Confusing Faces: Detecting Face Swapping with the Probability Distribution of Face Identification Models. - Yuxuan Duan; Xuhong Zhang 002; Chuer Yu; Zonghui Wang; Shouling Ji; Wenzhi Chen (CoRR, 2023)

Facial Data Minimization: Shallow Model as Your Privacy Filter. - Yuwen Pu; Jiahao Chen; Jiayu Pan; Hao Li; Diqun Yan; Xuhong Zhang 002; Shouling Ji (CoRR, 2023)

How ChatGPT is Solving Vulnerability Management Problem. - Peiyu Liu 003; Junming Liu; Lirong Fu; Kangjie Lu; Yifan Xia; Xuhong Zhang 002; Wenzhi Chen; Haiqin Weng; Shouling Ji; Wenhai Wang (CoRR, 2023)

MEAOD: Model Extraction Attack against Object Detectors. - Zeyu Li; Chenghui Shi; Yuwen Pu; Xuhong Zhang 002; Yu Li 003; Jinbao Li; Shouling Ji (CoRR, 2023)

Multi-level feature disentanglement network for cross-dataset face forgery detection. - Zhixiao Fu; Xinyuan Chen; Daizong Liu; Xiaoye Qu; Jianfeng Dong; Xuhong Zhang 002; Shouling Ji (Image Vis. Comput., 2023)

Your Labels are Selling You Out: Relation Leaks in Vertical Federated Learning. - Pengyu Qiu; Xuhong Zhang 002; Shouling Ji; Tianyu Du; Yuwen Pu; Jun Zhou 011; Ting Wang 006 (IEEE Trans. Dependable Secur. Comput., 2023)

Fraud-Agents Detection in Online Microfinance: A Large-Scale Empirical Study. - Yiming Wu; Zhiyuan Xie; Shouling Ji; Zhenguang Liu; Xuhong Zhang 002; Changting Lin; Shuiguang Deng; Jun Zhou 011; Ting Wang 006; Raheem Beyah (IEEE Trans. Dependable Secur. Comput., 2023)

AdaCCD: Adaptive Semantic Contrasts Discovery Based Cross Lingual Adaptation for Code Clone Detection. - Yangkai Du; Tengfei Ma 001; Lingfei Wu 001; Xuhong Zhang 002; Shouling Ji (AAAI, 2024)

Let All Be Whitened: Multi-Teacher Distillation for Efficient Visual Retrieval. - Zhe Ma 002; Jianfeng Dong; Shouling Ji; Zhenguang Liu; Xuhong Zhang 002; Zonghui Wang; Sifeng He; Feng Qian; Xiaobo Zhang; Lei Yang 061 (AAAI, 2024)

RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback. - Yanming Liu 003; Xinyue Peng; Xuhong Zhang 002; Weihao Liu; Jianwei Yin; Jiannan Cao; Tianyu Du (ACL (Findings), 2024)

ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis. - Yanming Liu 003; Xinyue Peng; Tianyu Du; Jianwei Yin; Weihao Liu; Xuhong Zhang 002 (ACL (1), 2024)

SecCoder: Towards Generalizable and Robust Secure Code Generation. - Boyu Zhang; Tianyu Du; Junkai Tong 001; Xuhong Zhang 002; Kingsum Chow; Sheng Cheng; Xun Wang; Jianwei Yin (EMNLP, 2024)

Pluggable Watermarking of Deepfake Models for Deepfake Detection. - Han Bao; Xuhong Zhang 002; Qinying Wang; Kangming Liang; Zonghui Wang; Shouling Ji; Wenzhi Chen (IJCAI, 2024)

Protecting Object Detection Models from Model Extraction Attack via Feature Space Coverage. - Zeyu Li; Yuwen Pu; Xuhong Zhang 002; Yu Li 003; Jinbao Li; Shouling Ji (IJCAI, 2024)

Cons2Plan: Vector Floorplan Generation from Various Conditions via a Learning Framework based on Conditional Diffusion Models. - Shibo Hong; Xuhong Zhang 002; Tianyu Du; Sheng Cheng; Xun Wang; Jianwei Yin (ACM Multimedia, 2024)

TransLinkGuard: Safeguarding Transformer Models Against Model Stealing in Edge Deployment. - Qinfeng Li; Zhiqiang Shen; Zhenghan Qin; Yangfan Xie; Xuhong Zhang 002; Tianyu Du; Sheng Cheng; Xun Wang; Jianwei Yin (ACM Multimedia, 2024)

Tram: A Token-level Retrieval-augmented Mechanism for Source Code Summarization. - Tong Ye; Lingfei Wu 001; Tengfei Ma 001; Xuhong Zhang 002; Yangkai Du; Peiyu Liu 003; Shouling Ji; Wenhai Wang (NAACL-HLT (Findings), 2024)

Improving the Robustness of Transformer-based Large Language Models with Dynamic Attention. - Lujia Shen; Yuwen Pu; Shouling Ji; Changjiang Li; Xuhong Zhang 002; Chunpeng Ge 001; Ting Wang 006 (NDSS, 2024)

MOCK: Optimizing Kernel Fuzzing Mutation with Context-aware Dependency. - Jiacheng Xu; Xuhong Zhang 002; Shouling Ji; Yuan Tian 001; Binbin Zhao; Qinying Wang; Peng Cheng 001; Jiming Chen 001 (NDSS, 2024)

SyzTrust: State-aware Fuzzing on Trusted OS Designed for IoT Devices. - Qinying Wang; Boyu Chang; Shouling Ji; Yuan Tian 001; Xuhong Zhang 002; Binbin Zhao; Gaoning Pan; Chenyang Lyu; Mathias Payer; Wenhai Wang; Raheem Beyah (SP, 2024)

Exploring ChatGPT's Capabilities on Vulnerability Management. - Peiyu Liu 003; Junming Liu; Lirong Fu; Kangjie Lu; Yifan Xia; Xuhong Zhang 002; Wenzhi Chen; Haiqin Weng; Shouling Ji; Wenhai Wang (USENIX Security Symposium, 2024)

Critical Code Guided Directed Greybox Fuzzing for Commits. - Yi Xiang; Xuhong Zhang 002; Peiyu Liu 003; Shouling Ji; Xiao Xiao; Hong Liang; Jiacheng Xu; Wenhai Wang (USENIX Security Symposium, 2024)

PRSA: Prompt Reverse Stealing Attacks against Large Language Models. - Yong Yang; Xuhong Zhang 002; Yi Jiang; Xi Chen; Haoyu Wang; Shouling Ji; Zonghui Wang (CoRR, 2024)

TransLinkGuard: Safeguarding Transformer Models Against Model Stealing in Edge Deployment. - Qinfeng Li; Zhiqiang Shen; Zhenghan Qin; Yangfan Xie; Xuhong Zhang 002; Tianyu Du; Jianwei Yin (CoRR, 2024)

Could It Be Generated? Towards Practical Analysis of Memorization in Text-To-Image Diffusion Models. - Zhe Ma 002; Xuhong Zhang 002; Qingming Li; Tianyu Du; Wenzhi Chen; Zonghui Wang; Shouling Ji (CoRR, 2024)

Tool-Planner: Dynamic Solution Tree Planning for Large Language Model with Tool Clustering. - Yanming Liu 003; Xinyue Peng; Yuwei Zhang; Jiannan Cao; Xuhong Zhang 002; Sheng Cheng; Xun Wang; Jianwei Yin; Tianyu Du (CoRR, 2024)

MemDPT: Differential Privacy for Memory Efficient Language Models. - Yanming Liu 003; Xinyue Peng; Jiannan Cao; Yuwei Zhang; Chen Ma; Songhang Deng; Mengchen Fu; Xuhong Zhang 002; Sheng Cheng; Xun Wang; Jianwei Yin; Tianyu Du (CoRR, 2024)

Iterative or Innovative? A Problem-Oriented Perspective for Code Optimization. - Tong Ye; Tengfei Ma 001; Lingfei Wu 001; Xuhong Zhang 002; Shouling Ji; Wenhai Wang (CoRR, 2024)

Understanding the AI-powered Binary Code Similarity Detection. - Lirong Fu; Peiyu Liu 003; Wenlong Meng; Kangjie Lu; Shize Zhou; Xuhong Zhang 002; Wenzhi Chen; Shouling Ji (CoRR, 2024)

CoreGuard: Safeguarding Foundational Capabilities of LLMs Against Model Stealing in Edge Deployment. - Qinfeng Li; Yangfan Xie; Tianyu Du; Zhiqiang Shen; Zhenghan Qin; Hao Peng 002; Xinkui Zhao; Xianwei Zhu; Jianwei Yin; Xuhong Zhang 002 (CoRR, 2024)

HijackRAG: Hijacking Attacks against Retrieval-Augmented Large Language Models. - Yucheng Zhang; Qinfeng Li; Tianyu Du; Xuhong Zhang 002; Xinkui Zhao; Zhengwen Feng; Jianwei Yin (CoRR, 2024)

CopyrightMeter: Revisiting Copyright Protection in Text-to-image Models. - Naen Xu; Changjiang Li; Tianyu Du; Minxi Li; Wenjie Luo; Jiacheng Liang; Yuyuan Li; Xuhong Zhang 002; Meng Han; Jianwei Yin; Ting Wang 006 (CoRR, 2024)

TextCheater: A Query-Efficient Textual Adversarial Attack in the Hard-Label Setting. - Hao Peng 002; Shixin Guo; Dandan Zhao; Xuhong Zhang 002; Jianmin Han; Shouling Ji; Xing Yang 004; Ming Zhong 009 (IEEE Trans. Dependable Secur. Comput., 2024)

EdgePro: Edge Deep Learning Model Protection via Neuron Authorization. - Jinyin Chen; Haibin Zheng; Tao Liu 040; Jiawei Liu; Yao Cheng; Xuhong Zhang 002; Shouling Ji (IEEE Trans. Dependable Secur. Comput., 2024)

G-Fuzz: A Directed Fuzzing Framework for gVisor. - Yuwei Li; Yuan Chen; Shouling Ji; Xuhong Zhang 002; Guanglu Yan; Alex X. Liu; Chunming Wu 001; Zulie Pan; Peng Lin (IEEE Trans. Dependable Secur. Comput., 2024)

Towards Practical Backdoor Attacks on Federated Learning Systems. - Chenghui Shi; Shouling Ji; Xudong Pan; Xuhong Zhang 002; Mi Zhang 001; Min Yang 002; Jun Zhou 011; Jianwei Yin; Ting Wang 006 (IEEE Trans. Dependable Secur. Comput., 2024)

Diff-ID: An Explainable Identity Difference Quantification Framework for DeepFake Detection. - Chuer Yu; Xuhong Zhang 002; Yuxuan Duan; Senbo Yan; Zonghui Wang; Yang Xiang 001; Shouling Ji; Wenzhi Chen (IEEE Trans. Dependable Secur. Comput., 2024)

One Bad Apple Spoils the Barrel: Understanding the Security Risks Introduced by Third-Party Components in IoT Firmware. - Binbin Zhao; Shouling Ji; Jiacheng Xu; Yuan Tian 001; Qiuyang Wei; Qinying Wang; Chenyang Lyu; Xuhong Zhang 002; Changting Lin; Jingzheng Wu; Raheem Beyah (IEEE Trans. Dependable Secur. Comput., 2024)

HashVFL: Defending Against Data Reconstruction Attacks in Vertical Federated Learning. - Pengyu Qiu; Xuhong Zhang 002; Shouling Ji; Chong Fu 002; Xing Yang 004; Ting Wang 006 (IEEE Trans. Inf. Forensics Secur., 2024)

DEEPFAKER: A Unified Evaluation Platform for Facial Deepfake and Detection Models. - Li Wang 120; Xiangtao Meng; Dan Li; Xuhong Zhang 002; Shouling Ji; Shanqing Guo (ACM Trans. Priv. Secur., 2024)

MILG: Realistic lip-sync video generation with audio-modulated image inpainting. - Han Bao; Xuhong Zhang 002; Qinying Wang; Kangming Liang; Zonghui Wang; Shouling Ji; Wenzhi Chen (Vis. Informatics, 2024)

Towards understanding bogus traffic service in online social networks. - Ping He; Xuhong Zhang 002; Changting Lin; Ting Wang 006; Shouling Ji (Frontiers Inf. Technol. Electron. Eng., 2024)

DP-MemArc: Differential Privacy Transfer Learning for Memory Efficient Language Models. - Yanming Liu 003; Xinyue Peng; Yuwei Zhang; Xiaolan Ke; Songhang Deng; Jiannan Cao; Chen Ma; Mengchen Fu; Xuhong Zhang 002; Sheng Cheng; Xun Wang; Jianwei Yin; et al. (AAAI, 2025)

Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting. - Tong Ye; Yangkai Du; Tengfei Ma 001; Lingfei Wu 001; Xuhong Zhang 002; Shouling Ji; Wenhai Wang (AAAI, 2025)

Probing the Geometry of Truth: Consistency and Generalization of Truth Directions in LLMs Across Logical Transformations and Question Answering Tasks. - Yuntai Bao; Xuhong Zhang 002; Tianyu Du; Xinkui Zhao; Zhengwen Feng; Hao Peng 002; Jianwei Yin (ACL (Findings), 2025)

HaVen: Hallucination-Mitigated LLM for Verilog Code Generation Aligned with HDL Engineers. - Yiyao Yang; Fu Teng; Pengju Liu; Mengnan Qi; Chenyang Lv; Ji Li; Xuhong Zhang 002; Zhezhi He (DATE, 2025)

Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding. - Yanming Liu 003; Xinyue Peng; Jiannan Cao; Shi Bo; Yanxin Shen; Tianyu Du; Sheng Cheng; Xun Wang; Jianwei Yin; Xuhong Zhang 002 (ICLR, 2025)

Tool-Planner: Task Planning with Clusters across Multiple Tools. - Yanming Liu 003; Xinyue Peng; Jiannan Cao; Shi Bo; Yuwei Zhang; Xuhong Zhang 002; Sheng Cheng; Xun Wang; Jianwei Yin; Tianyu Du (ICLR, 2025)

CollabEdit: Towards Non-destructive Collaborative Knowledge Editing. - Jiamu Zheng; Jinghuai Zhang; Tianyu Du; Xuhong Zhang 002; Jianwei Yin; Tao Lin (ICLR, 2025)

CLIBE: Detecting Dynamic Backdoors in Transformer-based NLP Models. - Rui Zeng; Xi Chen; Yuwen Pu; Xuhong Zhang 002; Tianyu Du; Shouling Ji (NDSS, 2025)

TextDefense: Adversarial Text Detection Based on Word Importance Score Dispersion. - Lujia Shen; Yuwen Pu; Xuhong Zhang 002; Chunpeng Ge 001; Xing Yang 004; Hao Peng 002; Wei Wang 012; Shouling Ji (IEEE Trans. Dependable Secur. Comput., 2025)

Invisible-Face: Rethinking Facial Attribute Privacy in Social Media Photo Sharing. - Yong Yang; Changjiang Li; Yi Jiang; Jinbao Li; Xuhong Zhang 002; Zonghui Wang; Shouling Ji; Wenzhi Chen (IEEE Trans. Inf. Forensics Secur., 2025)

FaceSwapGuard: Safeguarding Facial Privacy from DeepFake Threats through Identity Obfuscation. - Li Wang 120; Zheng Li 023; Xuhong Zhang 002; Shouling Ji; Shanqing Guo (CoRR, 2025)

LLM4EFFI: Leveraging Large Language Models to Enhance Code Efficiency and Correctness. - Tong Ye; Weigang Huang; Xuhong Zhang 002; Tengfei Ma 001; Peiyu Liu 003; Jianwei Yin; Wenhai Wang (CoRR, 2025)

DP-Poison: Poisoning Federated Learning under the Cover of Differential Privacy. - Haibin Zheng; Jinyin Chen; Tao Liu 040; Yao Cheng; Zhao Wang; Yun Wang; Lan Gao; Shouling Ji; Xuhong Zhang 002 (ACM Trans. Priv. Secur., 2025)

Scalable Multi-Stage Influence Function for Large Language Models via Eigenvalue-Corrected Kronecker-Factored Parameterization. - Yuntai Bao; Xuhong Zhang 002; Tianyu Du; Xinkui Zhao; Jiang Zong; Hao Peng 002; Jianwei Yin (CoRR, 2025)

TK-Mamba: Marrying KAN with Mamba for Text-Driven 3D Medical Image Segmentation. - Haoyu Yang; Yuxiang Cai; Jintao Chen; Xuhong Zhang 002; Wenhui Lei; Xiaoming Shi; Jianwei Yin; Yankai Jiang 003 (CoRR, 2025)

VModA: An Effective Framework for Adaptive NSFW Image Moderation. - Han Bao; Qinying Wang; Zhi Chen; Qingming Li; Xuhong Zhang 002; Changjiang Li; Zonghui Wang; Shouling Ji; Wenzhi Chen (CoRR, 2025)