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2026

Instruction Tuning for Large Language Models: A SurveyShengyu Zhang 0001, Linfeng Dong, Xiaoya Li 0001, Sen Zhang, Xiaofei Sun 0001, Shuhe Wang, Jiwei Li 0001, Runyi Hu, Tianwei Zhang 0004, Guoyin Wang 0002, Fei Wu 0001. ACM Comput. Surv., 58(7), May 2026. [doi]

Conan: Secure and Reliable Machine Learning Inference Against Malicious Service ProvidersHanxiao Chen, Hongwei Li 0001, Meng Hao 0001, Pengzhi Xing, Jia Hu 0004, Wenbo Jiang 0001, Tianwei Zhang 0004, Guowen Xu. tifs, 21:1127-1141, 2026. [doi]

Alkaid: Accelerating Three-Party Boolean Circuits by Mixing Correlations and RedundancyYe Dong, Xudong Chen, Xiangfu Song, Yaxi Yang, Wen-Jie Lu, Tianwei Zhang 0004, Jianying Zhou 0001, Jin Song Dong 0001. tifs, 21:640-654, 2026. [doi]

δ-SCALPEL: Docker Image Slimming Based on Source Code Static AnalysisJiaxuan Han, Cheng Huang 0003, Jiayong Liu, Tianwei Zhang 0004. TSE, 52(2):562-577, February 2026. [doi]

Fluent: Round-efficient secure aggregation for private federated learningXincheng Li, Jianting Ning, Geong Sen Poh, Xinchun Yin, Leo Yu Zhang, Tianwei Zhang 0004. csi, 96:104096, 2026. [doi]

Di-PS: System-Algorithm Co-Design for Asynchronous and Heterogeneous Cross-cluster LLM Training at ScaleShengwei Li, Qiaoling Chen, Zhiquan Lai, Penglong Jiao, Wenwen Qu, Kun Cai, Jiaxing Li, Peng Sun 0006, Xingcheng Zhang, Xiaoge Deng, Dongsheng Li 0001, Kai Lu 0001, Tianwei Zhang 0004. NSDI 2026: 377-395 [doi]

PrivTF: Efficient and Privacy-Preserving Transformer Inference With Optimized Protocols for Secure NLPZiwei Peng, Kaiping Xue, Bin Zhu 0010, Yaxuan Huang, Jian Li 0031, Meng Hao 0001, Tianwei Zhang 0004. tnse, 13:1887-1901, 2026. [doi]

SSD: A State-Based Stealthy Backdoor Attack for IMU/GNSS Navigation System in UAV Route PlanningZhaoxuan Wang, Yang Li 0055, Jie Zhang 0073, Xingshuo Han, Kangbo Liu, Yang Lyu, Yuan Zhou 0005, Tianwei Zhang 0004, Quan Pan 0001. tifs, 21:417-430, 2026. [doi]

Ownership Verification of Your NLG Models With Semantic Combination WatermarksChunlong Xie, Tao Xiang 0001, Shangwei Guo, Biwen Chen, Ning Wang 0003, Jiwei Li 0001, Tianwei Zhang 0004. tdsc, 23(2):2473-2488, March - April 2026. [doi]

ShadeEdit: A Utility-Preserving and Defense-Evasive Knowledge Manipulation Attack in Federated LLMsXu Zhang, Hangcheng Liu, Shangwei Guo, Shudong Zhang, Tianwei Zhang 0004, Tao Xiang 0001. AAAI 2026: 34845-34853 [doi]

Towards Effective Prompt Stealing Attack against Text-to-Image Diffusion ModelsShiqian Zhao, Chong Wang 0013, Yiming Li 0004, Yihao Huang 0001, Wenjie Qu 0001, Siew Kei Lam, Yi Xie 0011, Kangjie Chen, Jie Zhang 0073, Tianwei Zhang 0004. ndss 2026: [doi]

2025

Testing the Fault-Tolerance of Multi-sensor Fusion Perception in Autonomous Driving SystemsHaoxiang Tian 0001, Wenqiang Ding, Xingshuo Han, Guoquan Wu, An Guo 0002, Junqi Zhang, Wei Chen 0018, Jun Wei 0001, Tianwei Zhang 0004. pacmse, 2(ISSTA):777-800, 2025. [doi]

Rethinking the Design of Backdoor Triggers and Adversarial Perturbations: A Color Space PerspectiveWenbo Jiang 0001, Hongwei Li 0001, Guowen Xu, Hao Ren 0001, Haomiao Yang, Tianwei Zhang 0004, Shui Yu 0001. tdsc, 22(3):2823-2840, May - June 2025. [doi]

Efficiency Boosting of Secure Cross-Platform Recommender Systems Over Sparse DataHao Ren 0001, Guowen Xu, Tianwei Zhang 0004, Jianting Ning, Xinyi Huang 0001, Hongwei Li 0001, Rongxing Lu. tdsc, 22(3):2146-2160, May - June 2025. [doi]

I2I Backdoor: Backdoor Attacks Against Image-to-Image TasksWenbo Jiang 0001, Hongwei Li 0001, Jiaming He, Rui Zhang 0003, Guowen Xu, Tianwei Zhang 0004, Rongxing Lu. tdsc, 22(6):7996-8010, November - December 2025. [doi]

Secure and Lightweight Feature Selection for Horizontal Federated LearningXiaoyuan Liu 0002, Hongwei Li 0001, Guowen Xu, Xilin Zhang, Tianwei Zhang 0004, Jianying Zhou 0001. tifs, 20:1487-1502, 2025. [doi]

$\mathtt {Antelope}$: Fast and Secure Neural Network InferenceXiaoyuan Liu 0002, Hongwei Li 0001, Guowen Xu, Shengmin Xu, Xinyi Huang 0001, Tianwei Zhang 0004, Yijing Lin, Jianying Zhou 0001. tdsc, 22(6):7334-7347, November - December 2025. [doi]

Model Supply Chain Poisoning: Backdooring Pre-trained Models via Embedding IndistinguishabilityHao Wang 0003, Shangwei Guo, Jialing He, Hangcheng Liu, Tianwei Zhang 0004, Tao Xiang 0001. WWW 2025: 840-851 [doi]

Keynote: Security Testing of Cloud-based Generative AI ServicesTianwei Zhang 0004. ccsw-ws 2025: 95 [doi]

Cowpox: Towards the Immunity of VLM-based Multi-Agent SystemsYutong Wu 0009, Jie Zhang 0073, Yiming Li 0004, Chao Zhang 0008, Qing Guo 0005, Han Qiu 0001, Nils Lukas, Tianwei Zhang 0004. icml 2025: [doi]

DiffLoc: WiFi Hidden Camera Localization Based on Electromagnetic DiffractionXiang Zhang 0011, Jie Zhang 0073, Huan Yan 0004, Jinyang Huang, Zehua Ma, Bin Liu 0016, Meng Li 0006, Kejiang Chen, Qing Guo 0005, Tianwei Zhang 0004, Zhi Liu 0002. uss 2025: 6639-6658 [doi]

Rethinking Key-Value Cache Compression Techniques for Large Language Model ServingWei Gao 0064, Xinyu Zhou, Peng Sun 0006, Tianwei Zhang 0004, Yonggang Wen 0001. mlsys 2024: [doi]

Mission: Impossible - Image-Based Geolocation with Large Vision Language ModelsYi Liu 0069, Gelei Deng, Junchen Ding, Yuekang Li, Tianwei Zhang 0004, Weisong Sun, Yaowen Zheng, Jingquan Ge. popets, 2025(4):410-428, 2025. [doi]

TRUST-VLM: Thorough Red-Teaming for Uncovering Safety Threats in Vision-Language ModelsKangjie Chen, Muyang Li, Guanlin Li, Shudong Zhang, Shangwei Guo, Tianwei Zhang 0004. icml 2025: [doi]

Adversarial Attacks on Autonomous Driving Systems in the Physical World: A SurveyLijun Chi, Mounira Msahli, Qingjie Zhang, Han Qiu 0001, Tianwei Zhang 0004, Gérard Memmi, Meikang Qiu. tiv, 10(9):4433-4454, September 2025. [doi]

Oedipus: LLM-enchanced Reasoning CAPTCHA SolverGelei Deng, Haoran Ou, Yi Liu 0069, Jie Zhang 0073, Tianwei Zhang 0004, Yang Liu 0003. ccs 2025: 6-20 [doi]

ALIOTH: An Efficient and Secure Weight-of-Evidence Framework for Privacy-Preserving Data ProcessingYe Dong, Xiangfu Song, W. j Lu, Xudong Chen, Yaxi Yang, Ruonan Chen, Tianwei Zhang 0004, Jin Song Dong. iacr, 2025:2188, 2025. [doi]

ALKAID: Accelerating Three-Party Boolean Circuits by Mixing Correlations and RedundancyYe Dong, Xudong Chen, Xiangfu Song, Yaxi Yang, Wen-Jie Lu, Tianwei Zhang 0004, Jianying Zhou 0001, Jinsong Dong 0001. iacr, 2025:2298, 2025. [doi]

Mizar: Boosting Secure Three-Party Deep Learning with Co-Designed Sign-Bit Extraction and GPU AccelerationYe Dong, Xudong Chen, Xiangfu Song, Yaxi Yang, Tianwei Zhang 0004, Jinsong Dong 0001. acsac 2025: 905-921 [doi]

An Engorgio Prompt Makes Large Language Model Babble onJianshuo Dong, Ziyuan Zhang, Qingjie Zhang, Tianwei Zhang 0004, Hao Wang 0003, Hewu Li, Qi Li 0002, Chao Zhang 0008, Ke Xu 0002, Han Qiu 0001. iclr 2025: [doi]

IceFrog: A Layer-Elastic Scheduling System for Deep Learning Training in GPU ClustersWei Gao, Zhuoyuan Ouyang, Peng Sun 0006, Tianwei Zhang 0004, Yonggang Wen 0001. tpds, 36(6):1071-1086, June 2025. [doi]

Mind the Cost of Scaffold! Benign Clients May Even Become Accomplices of Backdoor AttackXingshuo Han, Xuanye Zhang, Xiang Lan, Haozhao Wang, Shengmin Xu, Shen Ren, Jason Zeng, Ming Wu, Michael Heinrich, Tianwei Zhang 0004. iccv 2025: 1580-1589 [doi]

Scalable Zero-knowledge Proofs for Non-linear Functions in Machine LearningMeng Hao, Hanxiao Chen, Hongwei Li 0001, Chenkai Weng, Yuan Zhang 0006, Haomiao Yang, Tianwei Zhang 0004. iacr, 2025:507, 2025. [doi]

VideoShield: Regulating Diffusion-based Video Generation Models via WatermarkingRunyi Hu, Jie Zhang 0073, Yiming Li 0004, Jiwei Li 0001, Qing Guo 0005, Han Qiu 0001, Tianwei Zhang 0004. iclr 2025: [doi]

Aparecium: Revealing Secrets from Physical PhotographsZhe Lei, Jie Zhang, Jingtao Li, Tianwei Zhang 0004, Haibin Kan, Weiming Zhang, Nenghai Yu. icmcs 2025: 1-6 [doi]

AuthUp: A Privacy-Preserving V2I Authentication Scheme for Vehicular Ad Hoc NetworksXincheng Li, Xinchun Yin, Jianting Ning, Tianwei Zhang 0004. tvt, 74(10):16219-16232, October 2025. [doi]

Clean Image May Be Dangerous: Data Poisoning Attacks Against Deep HashingShuai Li, Jie Zhang 0073, Yuang Qi, Kejiang Chen, Tianwei Zhang 0004, Weiming Zhang 0001, Nenghai Yu. tmm, 27:8541-8554, 2025. [doi]

Towards Reliable Verification of Unauthorized Data Usage in Personalized Text-to-Image Diffusion ModelsBoheng Li, Yanhao Wei, Yankai Fu, Zhenting Wang, Yiming Li, Jie Zhang, Run Wang 0001, Tianwei Zhang 0004. sp 2025: 2564-2582 [doi]

Unified Locomotion Transformer with Simultaneous Sim-to-Real Transfer for QuadrupedsDikai Liu, Tianwei Zhang 0004, Jianxiong Yin, Simon See. iros 2025: 12546-12553 [doi]

Masked Sensory-Temporal Attention for Sensor Generalization in Quadruped LocomotionDikai Liu, Tianwei Zhang 0004, Jianxiong Yin, Simon See. icra 2025: 15980-15986 [doi]

Stealthiness Assessment of Adversarial Perturbation: From a Visual PerspectiveHangcheng Liu, Yuan Zhou 0005, Ying Yang, Qingchuan Zhao, Tianwei Zhang 0004, Tao Xiang 0001. tifs, 20:898-913, 2025. [doi]

Streaming Function Secret Sharing and Its ApplicationsXiangfu Song, Jianli Bai, Ye Dong, Yijian Liu, Yu Zhang 0036, Xianhui Lu, Tianwei Zhang 0004. iacr, 2025:2304, 2025. [doi]

Sanitizable Cross-Domain Access Control With Policy-Driven Dynamic AuthorizationJianfei Sun, Guowen Xu, Hongwei Li 0001, Tianwei Zhang 0004, Cong Wu 0003, Xuehuan Yang, Robert H. Deng. tdsc, 22(4):4126-4142, July - August 2025. [doi]

An LLM-Empowered Adaptive Evolutionary Algorithm for Multi-Component Deep Learning SystemsHaoxiang Tian, Xingshuo Han, Guoquan Wu, An Guo 0002, Yuan Zhou 0005, Jie Zhang, Shuo Li, Jun Wei 0001, Tianwei Zhang 0004. AAAI 2025: 20894-20902 [doi]

InferDPT: Privacy-Preserving Inference for Closed-Box Large Language ModelsMeng Tong, Kejiang Chen, Jie Zhang 0073, Yuang Qi, Weiming Zhang 0001, Nenghai Yu, Tianwei Zhang 0004, Zhikun Zhang 0001. tdsc, 22(5):4625-4640, September - October 2025. [doi]

GPT-NER: Named Entity Recognition via Large Language ModelsShuhe Wang, Xiaofei Sun 0001, Xiaoya Li 0001, Rongbin Ouyang, Fei Wu 0001, Tianwei Zhang 0004, Jiwei Li 0001, Guoyin Wang 0002, Chen Guo. naacl 2025: 4257-4275 [doi]

BSemiFL: Semi-supervised Federated Learning via a Bayesian ApproachHaozhao Wang, Shengyu Wang, Jiaming Li, Hao Ren 0001, Xingshuo Han, Wenchao Xu 0001, Shangwei Guo, Tianwei Zhang 0004, Ruixuan Li 0001. icml 2025: [doi]

When Audio and Text Disagree: Revealing Text Bias in Large Audio-Language ModelsCheng Wang, Gelei Deng, XiangLin Yang, Han Qiu 0001, Tianwei Zhang 0004. emnlp 2025: 4878-4888 [doi]

When Translators Refuse to Translate: A Novel Attack to Speech Translation SystemsHaolin Wu, Chang Liu 0089, Jing Chen 0003, RuiYing Du, Kun He 0008, Yu Zhang 0036, Cong Wu 0003, Tianwei Zhang 0004, Qing Guo 0005, Jie Zhang 0073. uss 2025: 4723-4740 [doi]

THEMIS: Regulating Textual Inversion for Personalized Concept CensorshipYutong Wu, Jie Zhang, Florian Kerschbaum, Tianwei Zhang 0004. ndss 2025: [doi]

The Gradient Puppeteer: Adversarial Domination in Gradient Leakage Attacks Through Model PoisoningKunlan Xiang, Haomiao Yang, Meng Hao 0001, Shaofeng Li 0001, Haoxin Wang 0004, Zikang Ding, Wenbo Jiang 0001, Tianwei Zhang 0004. tifs, 20:11477-11488, 2025. [doi]

Semantic and Precise Trigger Inversion: Detecting Backdoored Language ModelsChunlong Xie, Jialing He, Ying Yang 0019, Shangwei Guo, Tianwei Zhang 0004, Tao Xiang 0001. tifs, 20:8096-8108, 2025. [doi]

Detecting Perception-Based Attacks using Visual Odometry: Inconsistency Modeling and Checking on Robotic StatesYuan Xu, Gelei Deng, Tianwei Zhang 0004. icra 2025: 1-8 [doi]

Controllable Spoofing Attacks on Visual SLAM in Robotic VehiclesYuan Xu, Gelei Deng, Guanlin Li, Xingshuo Han, Shangwei Guo, Tianwei Zhang 0004. acsac 2025: 629-645 [doi]

Exploring Multimodal Challenges in Toxic Chinese Detection: Taxonomy, Benchmark, and FindingsShujian Yang, Shiyao Cui, Chuanrui Hu, Haicheng Wang, Tianwei Zhang 0004, Minlie Huang, Jialiang Lu, Han Qiu 0001. acl 2025: 14382-14396 [doi]

SightCVC: An Efficient and Compatible Multi-Chain Transaction Protocol in Heterogeneous Blockchain SystemsHaonan Yang, Tianwei Zhang 0004, Zuobin Ying, Runjie Yang, Wanlei Zhou 0001. tifs, 20:10203-10218, 2025. [doi]

A Benchmark for Semantic Sensitive Information in LLMs OutputsQingjie Zhang, Han Qiu 0001, Di Wang, Yiming Li 0004, Tianwei Zhang 0004, Wenyu Zhu, Haiqin Weng, Liu Yan, Chao Zhang 0008. iclr 2025: [doi]

DCDiff: Enhancing JPEG Compression via Diffusion-based DC Coefficients EstimationZiyuan Zhang, Han Qiu 0001, Tianwei Zhang 0004, Bin Chen 0011, Chao Zhang 0008. dac 2025: 1-7 [doi]

FaceTracer: Unveiling Source Identities From Swapped Face Images and Videos for Fraud PreventionZhongyi Zhang, Jie Zhang 0073, Wenbo Zhou, Xinghui Zhou, Qing Guo 0005, Weiming Zhang 0001, Tianwei Zhang 0004, Nenghai Yu. pami, 47(12):12021-12037, December 2025. [doi]

Understanding the Dark Side of LLMs' Intrinsic Self-CorrectionQingjie Zhang, Di Wang, Haoting Qian, Yiming Li 0004, Tianwei Zhang 0004, Minlie Huang, Ke Xu 0002, Hewu Li, Liu Yan, Han Qiu 0001. acl 2025: 27066-27101 [doi]

The Ghost Navigator: Revisiting the Hidden Vulnerability of Localization in Autonomous DrivingJunqi Zhang, Shaoyin Cheng, Linqing Hu, Jie Zhang 0073, Chengyu Shi, Xingshuo Han, Tianwei Zhang 0004, Yueqiang Cheng, Weiming Zhang 0001. uss 2025: 3979-3998 [doi]

Speculating LLMs' Chinese Training Data Pollution from Their TokensQingjie Zhang, Di Wang, Haoting Qian, Liu Yan, Tianwei Zhang 0004, Ke Xu 0002, Qi Li 0002, Minlie Huang, Hewu Li, Han Qiu 0001. emnlp 2025: 26113-26133 [doi]

Deep Face Leakage: Inverting High-Quality Faces From Gradients Using Residual OptimizationXu Zhang, Tao Xiang 0001, Shangwei Guo, Fei Yang, Tianwei Zhang 0004. TIP, 34:1560-1572, 2025. [doi]

2024

An Efficient Preprocessing-Based Approach to Mitigate Advanced Adversarial AttacksHan Qiu 0001, Yi Zeng, Qinkai Zheng, Shangwei Guo, Tianwei Zhang 0004, Hewu Li. TC, 73(3):645-655, March 2024. [doi]

Deep Learning Workload Scheduling in GPU Datacenters: A SurveyZhisheng Ye 0002, Wei Gao, Qinghao Hu, Peng Sun 0006, Xiaolin Wang 0001, Yingwei Luo, Tianwei Zhang 0004, Yonggang Wen 0001. ACM Comput. Surv., 56(6), June 2024. [doi]

EvilEdit: Backdooring Text-to-Image Diffusion Models in One SecondHao Wang 0003, Shangwei Guo, Jialing He, Kangjie Chen, Shudong Zhang, Tianwei Zhang 0004, Tao Xiang 0001. mm 2024: 3657-3665 [doi]

You Only Query Once: An Efficient Label-Only Membership Inference AttackYutong Wu 0009, Han Qiu 0001, Shangwei Guo, Jiwei Li 0001, Tianwei Zhang 0004. iclr 2024: [doi]

A Hitchhiker's Guide to Jailbreaking ChatGPT via Prompt EngineeringYi Liu 0014, Gelei Deng, Zhengzi Xu, Yuekang Li, Yaowen Zheng, Ying Zhang 0012, Lida Zhao, Tianwei Zhang 0004, Kailong Wang. sea4dq 2024: 12-21 [doi]

State Chrono Representation for Enhancing Generalization in Reinforcement LearningJianda Chen, Wen Zheng Terence Ng, Zichen Chen, Sinno Jialin Pan, Tianwei Zhang 0004. nips 2024: [doi]

Lins: Reducing Communication Overhead of ZeRO for Efficient LLM TrainingQiaoling Chen, Qinghao Hu, Guoteng Wang, Yingtong Xiong, Ting Huang, Xun Chen, Yang Gao, Hang Yan 0001, Yonggang Wen 0001, Tianwei Zhang 0004, Peng Sun 0006. iwqos 2024: 1-10 [doi]

AquaLoRA: Toward White-box Protection for Customized Stable Diffusion Models via Watermark LoRAWeitao Feng, Wenbo Zhou, Jiyan He, Jie Zhang 0073, Tianyi Wei, Guanlin Li, Tianwei Zhang 0004, Weiming Zhang 0001, Nenghai Yu. icml 2024: 13423-13444 [doi]

UniSched: A Unified Scheduler for Deep Learning Training Jobs With Different User DemandsWei Gao, Zhisheng Ye 0002, Peng Sun 0006, Tianwei Zhang 0004, Yonggang Wen 0001. TC, 73(6):1500-1515, June 2024. [doi]

Ymir: A Scheduler for Foundation Model Fine-tuning Workloads in DatacentersWei Gao, Weiming Zhuang, Minghao Li, Peng Sun, Yonggang Wen 0001, Tianwei Zhang 0004. ics 2024: 259-271 [doi]

VisionGuard: Secure and Robust Visual Perception of Autonomous Vehicles in PracticeXingshuo Han, Haozhao Wang, Kangqiao Zhao, Gelei Deng, Yuan Xu, Hangcheng Liu, Han Qiu 0001, Tianwei Zhang 0004. ccs 2024: 1864-1878 [doi]

Robust-Wide: Robust Watermarking Against Instruction-Driven Image EditingRunyi Hu, Jie Zhang 0073, Ting Xu, Jiwei Li 0001, Tianwei Zhang 0004. eccv 2025: 20-37 [doi]

Characterization of Large Language Model Development in the DatacenterQinghao Hu, Zhisheng Ye 0002, Zerui Wang, Guoteng Wang, Meng Zhang, Qiaoling Chen, Peng Sun 0006, Dahua Lin, Xiaolin Wang 0001, Yingwei Luo, Yonggang Wen 0001, Tianwei Zhang 0004. NSDI 2024: 709-729 [doi]

TPU as Cryptographic AcceleratorRabimba Karanjai, Sangwon Shin, Wujie Xiong, Xinxin Fan, Lin Chen 0009, Tianwei Zhang 0004, Taeweon Suh, Weidong Shi, Veronika Kuchta, Francesco Sica 0001, Lei Xu 0012. hasp 2024: 37-44 [doi]

Purifying Quantization-conditioned Backdoors via Layer-wise Activation Correction with Distribution ApproximationBoheng Li, Yishuo Cai, Jisong Cai, Yiming Li 0004, Han Qiu 0001, Run Wang, Tianwei Zhang 0004. icml 2024: 27439-27456 [doi]

Fingerprinting Image-to-Image Generative Adversarial NetworksGuanlin Li, Guowen Xu, Han Qiu 0001, Shangwei Guo, Run Wang, Jiwei Li 0001, Tianwei Zhang 0004, Rongxing Lu. eurosp 2024: 41-61 [doi]

Boosting Black-Box Attack to Deep Neural Networks With Conditional Diffusion ModelsRenYang Liu, Wei Zhou 0011, Tianwei Zhang 0004, Kangjie Chen, Jun Zhao 0007, Kwok-Yan Lam. tifs, 19:5207-5219, 2024. [doi]

Beware of Road Markings: A New Adversarial Patch Attack to Monocular Depth EstimationHangcheng Liu, Zhenhu Wu, Hao Wang, Xingshuo Han, Shangwei Guo, Tao Xiang, Tianwei Zhang 0004. nips 2024: [doi]

Detecting Voice Cloning Attacks via Timbre WatermarkingChang Liu, Jie Zhang 0073, Tianwei Zhang 0004, Xi Yang, Weiming Zhang 0001, Nenghai Yu. ndss 2024: [doi]

Protecting Confidential Virtual Machines from Hardware Performance Counter Side ChannelsXiaoxuan Lou, Kangjie Chen, Guowen Xu, Han Qiu 0001, Shangwei Guo, Tianwei Zhang 0004. dsn 2024: 195-208 [doi]

Improving the Generalization of Unseen Crowd Behaviors for Reinforcement Learning based Local Motion PlannersWen Zheng Terence Ng, Jianda Chen, Sinno Jialin Pan, Tianwei Zhang 0004. icra 2024: 7412-7418 [doi]

Off-dynamics Conditional Diffusion PlannersWen Zheng Terence Ng, Jianda Chen, Tianwei Zhang 0004. iros 2024: 7461-7468 [doi]

Model X-ray: Detecting Backdoored Models via Decision BoundaryYanghao Su, Jie Zhang 0073, Ting Xu 0004, Tianwei Zhang 0004, Weiming Zhang 0001, Nenghai Yu. mm 2024: 10296-10305 [doi]

GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language ModelsKunsheng Tang, Wenbo Zhou, Jie Zhang 0073, Aishan Liu, Gelei Deng, Shuai Li, Peigui Qi, Weiming Zhang 0001, Tianwei Zhang 0004, Nenghai Yu. ccs 2024: 1196-1210 [doi]

FedDSE: Distribution-aware Sub-model Extraction for Federated Learning over Resource-constrained DevicesHaozhao Wang, Yabo Jia, Meng Zhang, Qinghao Hu, Hao Ren 0001, Peng Sun 0006, Yonggang Wen 0001, Tianwei Zhang 0004. WWW 2024: 2902-2913 [doi]

FedNLR: Federated Learning with Neuron-wise Learning RatesHaozhao Wang, Peirong Zheng, Xingshuo Han, Wenchao Xu 0001, Ruixuan Li 0001, Tianwei Zhang 0004. kdd 2024: 3069-3080 [doi]

FedCDA: Federated Learning with Cross-rounds Divergence-aware AggregationHaozhao Wang, Haoran Xu, Yichen Li, Yuan Xu, Ruixuan Li 0001, Tianwei Zhang 0004. iclr 2024: [doi]

Function Interaction Risks in Robot Apps: Analysis and Policy-Based SolutionYuan Xu, Yungang Bao, Sa Wang, Tianwei Zhang 0004. tdsc, 21(4):4236-4253, 2024. [doi]

PhyScout: Detecting Sensor Spoofing Attacks via Spatio-temporal ConsistencyYuan Xu, Gelei Deng, Xingshuo Han, Guanlin Li, Han Qiu 0001, Tianwei Zhang 0004. ccs 2024: 1879-1893 [doi]

Walking in Others' Shoes: How Perspective-Taking Guides Large Language Models in Reducing Toxicity and BiasRongwu Xu, Zi'an Zhou, Tianwei Zhang 0004, Zehan Qi, Su Yao, Ke Xu 0002, Wei Xu, Han Qiu 0001. emnlp 2024: 8341-8368 [doi]

The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive ConversationRongwu Xu, Brian S. Lin, Shujian Yang, Tianqi Zhang, Weiyan Shi, Tianwei Zhang 0004, Zhixuan Fang, Wei Xu, Han Qiu 0001. acl 2024: 16259-16303 [doi]

Course-Correction: Safety Alignment Using Synthetic PreferencesRongwu Xu, Yishuo Cai, Zhenhong Zhou, Renjie Gu, Haiqin Weng, Liu Yan, Tianwei Zhang 0004, Wei Xu, Han Qiu 0001. emnlp 2024: 1622-1649 [doi]

UniGuard: A Unified Hardware-oriented Threat Detector for FPGA-based AI AcceleratorsXiaobei Yan, Han Qiu 0001, Tianwei Zhang 0004. fpl 2024: 164-170 [doi]

Contrast-Then-Approximate: Analyzing Keyword Leakage of Generative Language ModelsZhirui Zeng, Tao Xiang 0001, Shangwei Guo, Jialing He, Qiao Zhang 0002, Guowen Xu, Tianwei Zhang 0004. tifs, 19:5166-5180, 2024. [doi]

TorchGT: A Holistic System for Large-Scale Graph Transformer TrainingMeng Zhang, Jie Sun 0017, Qinghao Hu, Peng Sun 0006, Zeke Wang, Yonggang Wen 0001, Tianwei Zhang 0004. sc 2024: 77 [doi]

COSMIC: Compress Satellite Image Efficiently via Diffusion CompensationZiyuan Zhang, Han Qiu 0001, Maosen Zhang, Jun Liu 0063, Bin Chen 0011, Tianwei Zhang 0004, Hewu Li. nips 2024: [doi]

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