Xuhong Zhang 0002 - researchr alias

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Viewing Publication 1 - 45 from 45

2025

DP-MemArc: Differential Privacy Transfer Learning for Memory Efficient Language ModelsYanming Liu 0003, Xinyue Peng, Yuwei Zhang, Xiaolan Ke, Songhang Deng, Jiannan Cao, Chen Ma, Mengchen Fu, Xuhong Zhang 0002, Sheng Cheng, Xun Wang, Jianwei Yin, Tianyu Du. AAAI 2025: 26317-26325 [doi]

Probing the Geometry of Truth: Consistency and Generalization of Truth Directions in LLMs Across Logical Transformations and Question Answering TasksYuntai Bao, Xuhong Zhang 0002, Tianyu Du, Xinkui Zhao, Zhengwen Feng, Hao Peng 0002, Jianwei Yin. acl 2025: 682-700 [doi]

Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual UnderstandingYanming Liu, Xinyue Peng, Jiannan Cao, Shi-Bo, Yanxin Shen, Tianyu Du, Sheng Cheng, Xun Wang, Jianwei Yin, Xuhong Zhang 0002. iclr 2025: [doi]

Tool-Planner: Task Planning with Clusters across Multiple ToolsYanming Liu, Xinyue Peng, Jiannan Cao, Shi-Bo, Yuwei Zhang, Xuhong Zhang 0002, Sheng Cheng, Xun Wang, Jianwei Yin, Tianyu Du. iclr 2025: [doi]

HaVen: Hallucination-Mitigated LLM for Verilog Code Generation Aligned with HDL EngineersYiyao Yang, Fu Teng, Pengju Liu, MengNan Qi, Chenyang Lv, Ji Li, Xuhong Zhang 0002, Zhezhi He. date 2025: 1-7 [doi]

Invisible-Face: Rethinking Facial Attribute Privacy in Social Media Photo SharingYong Yang, Changjiang Li, Yi Jiang, Jinbao Li, Xuhong Zhang 0002, Zonghui Wang, Shouling Ji, Wenzhi Chen. tifs, 20:6101-6116, 2025. [doi]

Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code RewritingTong Ye, Yangkai Du, Tengfei Ma 0001, Lingfei Wu 0001, Xuhong Zhang 0002, Shouling Ji, Wenhai Wang. AAAI 2025: 968-976 [doi]

CLIBE: Detecting Dynamic Backdoors in Transformer-based NLP ModelsRui Zeng, Xi Chen, Yuwen Pu, Xuhong Zhang 0002, Tianyu Du, Shouling Ji. ndss 2025: [doi]

CollabEdit: Towards Non-destructive Collaborative Knowledge EditingJiamu Zheng, Jinghuai Zhang, Tianyu Du, Xuhong Zhang 0002, Jianwei Yin, Tao Lin. iclr 2025: [doi]

DP-Poison: Poisoning Federated Learning under the Cover of Differential PrivacyHaibin Zheng, Jinyin Chen, Tao Liu, Yao Cheng, Zhao Wang, Yun Wang, Lan Gao, Shouling Ji, Xuhong Zhang 0002. tissec, 28(1), February 2025. [doi]

2024

TextCheater: A Query-Efficient Textual Adversarial Attack in the Hard-Label SettingHao Peng 0002, Shixin Guo, Dandan Zhao, Xuhong Zhang 0002, Jianmin Han, Shouling Ji, Xing Yang, Ming Zhong 0009. tdsc, 21(4):3901-3916, 2024. [doi]

Exploring ChatGPT's Capabilities on Vulnerability ManagementPeiyu Liu 0003, Junming Liu, Lirong Fu, Kangjie Lu, Yifan Xia, Xuhong Zhang 0002, Wenzhi Chen, Haiqin Weng, Shouling Ji, Wenhai Wang. uss 2024: [doi]

Pluggable Watermarking of Deepfake Models for Deepfake DetectionHan Bao, Xuhong Zhang 0002, Qinying Wang, Kangming Liang, Zonghui Wang, Shouling Ji, Wenzhi Chen. IJCAI 2024: 331-339 [doi]

MILG: Realistic lip-sync video generation with audio-modulated image inpaintingHan Bao, Xuhong Zhang 0002, Qinying Wang, Kangming Liang, Zonghui Wang, Shouling Ji, Wenzhi Chen. vi, 8(1):71-81, 2024. [doi]

EdgePro: Edge Deep Learning Model Protection via Neuron AuthorizationJinyin Chen, Haibin Zheng, Tao Liu, Jiawei Liu, Yao Cheng, Xuhong Zhang 0002, Shouling Ji. tdsc, 21(5):4967-4981, September - October 2024. [doi]

AdaCCD: Adaptive Semantic Contrasts Discovery Based Cross Lingual Adaptation for Code Clone DetectionYangkai Du, Tengfei Ma 0001, Lingfei Wu, Xuhong Zhang 0002, Shouling Ji. AAAI 2024: 17942-17950 [doi]

Towards understanding bogus traffic service in online social networksPing He, Xuhong Zhang 0002, Changting Lin, Ting Wang 0006, Shouling Ji. jzusc, 25(3):415-431, March 2024. [doi]

Cons2Plan: Vector Floorplan Generation from Various Conditions via a Learning Framework based on Conditional Diffusion ModelsShibo Hong, Xuhong Zhang 0002, Tianyu Du, Sheng Cheng, Xun Wang, Jianwei Yin. mm 2024: 3248-3256 [doi]

G-Fuzz: A Directed Fuzzing Framework for gVisorYuwei Li, Yuan Chen, Shouling Ji, Xuhong Zhang 0002, Guanglu Yan, Alex X. Liu, Chunming Wu, Zulie Pan, Peng Lin. tdsc, 21(1):168-185, January - February 2024. [doi]

TransLinkGuard: Safeguarding Transformer Models Against Model Stealing in Edge DeploymentQinfeng Li, Zhiqiang Shen, Zhenghan Qin, Yangfan Xie, Xuhong Zhang 0002, Tianyu Du, Sheng Cheng, Xun Wang, Jianwei Yin. mm 2024: 3479-3488 [doi]

Protecting Object Detection Models from Model Extraction Attack via Feature Space CoverageZeYu Li, Yuwen Pu, Xuhong Zhang 0002, Yu Li 0003, Jinbao Li, Shouling Ji. IJCAI 2024: 431-439 [doi]

ERA-CoT: Improving Chain-of-Thought through Entity Relationship AnalysisYanming Liu, Xinyue Peng, Tianyu Du, Jianwei Yin, Weihao Liu, Xuhong Zhang 0002. acl 2024: 8780-8794 [doi]

RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-FeedbackYanming Liu, Xinyue Peng, Xuhong Zhang 0002, Weihao Liu, Jianwei Yin, Jiannan Cao, Tianyu Du. acl 2014: 4730-4749 [doi]

Let All Be Whitened: Multi-Teacher Distillation for Efficient Visual RetrievalZhe Ma, Jianfeng Dong, Shouling Ji, Zhenguang Liu, Xuhong Zhang 0002, Zonghui Wang, Sifeng He, Feng Qian, Xiaobo Zhang, Lei Yang. AAAI 2024: 4126-4135 [doi]

HashVFL: Defending Against Data Reconstruction Attacks in Vertical Federated LearningPengYu Qiu, Xuhong Zhang 0002, Shouling Ji, Chong Fu, Xing Yang, Ting Wang 0006. tifs, 19:3435-3450, 2024. [doi]

Improving the Robustness of Transformer-based Large Language Models with Dynamic AttentionLujia Shen, Yuwen Pu, Shouling Ji, Changjiang Li, Xuhong Zhang 0002, Chunpeng Ge, Ting Wang 0006. ndss 2024: [doi]

Towards Practical Backdoor Attacks on Federated Learning SystemsChenghui Shi, Shouling Ji, Xudong Pan, Xuhong Zhang 0002, Mi Zhang 0001, Min Yang 0002, Jun Zhou 0011, Jianwei Yin, Ting Wang 0006. tdsc, 21(6):5431-5447, November - December 2024. [doi]

DEEPFAKER: A Unified Evaluation Platform for Facial Deepfake and Detection ModelsLi Wang, Xiangtao Meng, Dan Li, Xuhong Zhang 0002, Shouling Ji, Shanqing Guo. tissec, 27(1), 2024. [doi]

SyzTrust: State-aware Fuzzing on Trusted OS Designed for IoT DevicesQinying Wang, Boyu Chang, Shouling Ji, Yuan Tian 0001, Xuhong Zhang 0002, Binbin Zhao, Gaoning Pan, Chenyang Lyu, Mathias Payer, Wenhai Wang, Raheem Beyah. sp 2024: 2310-2387 [doi]

Critical Code Guided Directed Greybox Fuzzing for CommitsYi Xiang, Xuhong Zhang 0002, Peiyu Liu 0003, Shouling Ji, Xiao Xiao, Hong Liang, Jiacheng Xu, Wenhai Wang. uss 2024: [doi]

MOCK: Optimizing Kernel Fuzzing Mutation with Context-aware DependencyJiacheng Xu, Xuhong Zhang 0002, Shouling Ji, Yuan Tian 0001, Binbin Zhao, Qinying Wang, Peng Cheng 0001, Jiming Chen 0001. ndss 2024: [doi]

Tram: A Token-level Retrieval-augmented Mechanism for Source Code SummarizationTong Ye, Lingfei Wu 0001, Tengfei Ma 0001, Xuhong Zhang 0002, Yangkai Du, Peiyu Liu 0003, Shouling Ji, Wenhai Wang. naacl 2024: 2959-2971 [doi]

Diff-ID: An Explainable Identity Difference Quantification Framework for DeepFake DetectionChuer Yu, Xuhong Zhang 0002, Yuxuan Duan, Senbo Yan, Zonghui Wang, Yang Xiang 0001, Shouling Ji, Wenzhi Chen. tdsc, 21(5):5029-5045, September - October 2024. [doi]

SecCoder: Towards Generalizable and Robust Secure Code GenerationBoyu Zhang, Tianyu Du, Junkai Tong, Xuhong Zhang 0002, Kingsum Chow, Sheng Cheng, Xun Wang, Jianwei Yin. emnlp 2024: 14557-14571 [doi]

One Bad Apple Spoils the Barrel: Understanding the Security Risks Introduced by Third-Party Components in IoT FirmwareBinbin Zhao, Shouling Ji, Jiacheng Xu, Yuan Tian 0001, Qiuyang Wei, Qinying Wang, Chenyang Lyu, Xuhong Zhang 0002, Changting Lin, JingZheng Wu, Raheem Beyah. tdsc, 21(3):1372-1389, May - June 2024. [doi]

2023

How IoT Re-using Threatens Your Sensitive Data: Exploring the User-Data Disposal in Used IoT DevicesPeiyu Liu 0003, Shouling Ji, Lirong Fu, Kangjie Lu, Xuhong Zhang 0002, Jingchang Qin, Wenhai Wang, Wenzhi Chen. sp 2023: 3365-3381 [doi]

Multi-level feature disentanglement network for cross-dataset face forgery detectionZhixiao Fu, Xinyuan Chen, Daizong Liu, Xiaoye Qu, Jianfeng Dong, Xuhong Zhang 0002, Shouling Ji. ivc, 135:104686, 2023. [doi]

FreeEagle: Detecting Complex Neural Trojans in Data-Free CasesChong Fu, Xuhong Zhang 0002, Shouling Ji, Ting Wang 0006, Peng Lin, Yanghe Feng, Jianwei Yin. uss 2023: 6399-6416 [doi]

Efficient Query-Based Attack against ML-Based Android Malware Detection under Zero Knowledge SettingPing He, Yifan Xia, Xuhong Zhang 0002, Shouling Ji. ccs 2023: 90-104 [doi]

MINER: A Hybrid Data-Driven Approach for REST API FuzzingChenyang Lyu, Jiacheng Xu, Shouling Ji, Xuhong Zhang 0002, Qinying Wang, Binbin Zhao, Gaoning Pan, Wei Cao, Peng Cheng 0001, Raheem Beyah. uss 2023: 4517-4534 [doi]

Your Labels are Selling You Out: Relation Leaks in Vertical Federated LearningPengYu Qiu, Xuhong Zhang 0002, Shouling Ji, Tianyu Du, Yuwen Pu, Jun Zhou 0011, Ting Wang 0006. tdsc, 20(5):3653-3668, September - October 2023. [doi]

Fraud-Agents Detection in Online Microfinance: A Large-Scale Empirical StudyYiming Wu, Zhiyuan Xie, Shouling Ji, Zhenguang Liu, Xuhong Zhang 0002, Changting Lin, ShuiGuang Deng, Jun Zhou 0011, Ting Wang 0006, Raheem Beyah. tdsc, 20(2):1169-1185, March - April 2023. [doi]

Static Semantics Reconstruction for Enhancing JavaScript-WebAssembly Multilingual Malware DetectionYifan Xia, Ping He, Xuhong Zhang 0002, Peiyu Liu 0003, Shouling Ji, Wenhai Wang. esorics 2024: 255-276 [doi]

CP-BCS: Binary Code Summarization Guided by Control Flow Graph and Pseudo CodeTong Ye, Lingfei Wu, Tengfei Ma 0001, Xuhong Zhang 0002, Yangkai Du, Peiyu Liu 0003, Shouling Ji, Wenhai Wang. emnlp 2023: 14740-14752 [doi]

UVSCAN: Detecting Third-Party Component Usage Violations in IoT FirmwareBinbin Zhao, Shouling Ji, Xuhong Zhang 0002, Yuan Tian 0001, Qinying Wang, Yuwen Pu, Chenyang Lyu, Raheem Beyah. uss 2023: 3421-3438 [doi]

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