Jiayu Zhou - researchr alias

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Viewing Publication 1 - 100 from 195

2025

Dual Debiasing for Noisy In-Context Learning for Text GenerationSiqi Liang 0001, Sumyeong Ahn, Paramveer Dhillon, Jiayu Zhou. acl 2025: 12855-12868 [doi]

FedKDD 2025: The 2025 International Joint Workshop on Federated Learning for Data Mining and Graph AnalyticsCarl Yang 0001, Guancheng Wan, Zhuangdi Zhu, Zheng Xu 0002, Junyuan Hong, Nathalie Baracaldo, Neil Shah, Salman Avestimehr, Jiayu Zhou. kdd 2025: 6306-6307 [doi]

Unraveling LoRA Interference: Orthogonal Subspaces for Robust Model MergingHaobo Zhang 0002, Jiayu Zhou. acl 2025: 26459-26472 [doi]

Security Analysis and Defense of Multi-Encoding Mechanism Against Eavesdropping AttacksJie Wang 0154, Wen Yang 0002, Guanrong Chen, Jiayu Zhou, Wenjie Ding. tnse, 12(5):3758-3769, September - October 2025. [doi]

AnchorDrug: A system for drug-induced gene expression prediction in new contexts through active learningHan Meng, Ruoqiao Chen, Bin Chen, Jiayu Zhou. sdm 2025: 447-456 [doi]

Reversible data hiding in Redundancy-Free cipher images through pixel rotation and multi-MSB replacementLingfeng Qu, Xu Wang 0027, Yuan Yuan 0038, Jiayu Zhou, Yao Xin. istr, 89:104003, 2025. [doi]

Hybrid Control Based on Pulse Density Modulation and Asymmetrical Voltage Cancellation for WPT SystemsXiaosheng Wang, Chaoqiang Jiang, Jiayu Zhou, Yibo Wang, Liping Mo. tie, 72(3):2487-2497, March 2025. [doi]

Synchronization Method for Wireless Power Transfer System by Detecting Voltage Transient on a Sensor InductorXiaosheng Wang, Chaoqiang Jiang, Jiayu Zhou, Weisheng Guo, Yuanshuang Fan, Liping Mo. tie, 72(6):5771-5781, June 2025. [doi]

Utilization of Virtual Short-Circuit in Wireless Power Transfer System: Mutual Inductance Identification via Second HarmonicXiaosheng Wang, Liping Mo, Chaoqiang Jiang, Jiayu Zhou, Yibo Wang, Hui Zhao 0004. tie, 72(5):4710-4720, May 2025. [doi]

TARS: Tactile Affordance in Robot Synesthesia for Dexterous ManipulationQiwei Wu, Haidong Wang, Jiayu Zhou, Xiaogang Xiong, Yunjiang Lou. ral, 10(1):327-334, January 2025. [doi]

Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMsShuyang Yu, Runxue Bao, Parminder Bhatia, Taha A. Kass-Hout, Jiayu Zhou, Cao Xiao. naacl 2025: 8985-8997 [doi]

Introduction to the Special Issue on Large Language Models, Conversational Systems, and Generative AI in Health - Part 1Jiayu Zhou, Manas Gaur, Amir M. Rahmani, Sharath Chandra Guntuku, Xiaofan Fred Jiang 0001, Tristan Naumann. health, 6(2), April 2025. [doi]

Ultrasound image segmentation based on enhanced generalized gradient vector Flow (EGGVF)Jiayu Zhou, Jinxu Tao, Yihao Yang. bspc, 103:106630, 2025. [doi]

Identifying progression subphenotypes of Alzheimer's disease from large-scale electronic health records with machine learningManqi Zhou, Alice S. Tang, Hao Zhang, Zhenxing Xu, Alison M. C. Ke, Chang Su, Yu Huang, William G. Mantyh, Michael Jaffee, Katherine P. Rankin, Steven DeKosky, Jiayu Zhou, Yi Guo, Jiang Bian 0001, Marina Sirota, Fei Wang 0001. jbi, 165:104820, 2025. [doi]

Enhancing Automated Grading in Science Education through LLM-Driven Causal Reasoning and Multimodal AnalysisHaohao Zhu, Tingting Li, Peng He, Jiayu Zhou. IJCAI 2025: 10352-10360 [doi]

2024

Topology-aware Federated Learning in Edge Computing: A Comprehensive SurveyJiajun Wu 0017, Fan Dong, Henry Leung, Zhuangdi Zhu, Jiayu Zhou, Steve Drew 0001. ACM Comput. Surv., 56(10):262, October 2024. [doi]

FedGreen: Carbon-Aware Federated Learning with Model Size AdaptationAli Abbasi, Fan Dong, Xin Wang, Henry Leung, Jiayu Zhou, Steve Drew 0001. icc 2024: 1352-1358 [doi]

On the Generalization Ability of Unsupervised PretrainingYuyang Deng, Junyuan Hong, Jiayu Zhou, Mehrdad Mahdavi. aistats 2024: 4519-4527 [doi]

Federated Learning Model Aggregation in Heterogenous Aerial and Space NetworksFan Dong, Ali Abbasi, Henry Leung, Xin Wang, Jiayu Zhou, Steve Drew 0001. icc 2024: 1262-1267 [doi]

Identify the key genes and pathways of melatonin in age-dependent mice hippocampus regulation by transcriptome analysisYujia Gu, Jiayu Zhou, Qingchun Zhao, Xiaowen Jiang, Huiyuan Gao. CANDC, 113:108267, 2024. [doi]

Translingual Language Markers for Cognitive Assessment from Spontaneous SpeechBao Hoang, Yijiang Pang, Hiroko H. Dodge, Jiayu Zhou. interspeech 2024: [doi]

Distributed Harmonization: Federated Clustered Batch Effect Adjustment and GeneralizationBao Hoang, Yijiang Pang, Siqi Liang 0001, Liang Zhan, Paul M. Thompson, Jiayu Zhou. kdd 2024: 5105-5115 [doi]

FedKDD: International Joint Workshop on Federated Learning for Data Mining and Graph AnalyticsJunyuan Hong, Carl Yang 0001, Zhuangdi Zhu, Zheng Xu 0002, Nathalie Baracaldo, Neil Shah, Salman Avestimehr, Jiayu Zhou. kdd 2024: 6718-6719 [doi]

Discovering Predictable Latent Factors for Time Series ForecastingJingyi Hou, Zhen Dong 0002, Jiayu Zhou, Zhijie Liu. tkde, 36(10):5106-5119, October 2024. [doi]

The Cyber Risk PremiumHao Jiang, Naveen Khanna, Qian Yang, Jiayu Zhou. mansci, 70(12):8791-8817, 2024. [doi]

Learning across diverse biomedical data modalities and cohorts: Challenges and opportunities for innovationSuraj Rajendran, Weishen Pan, Mert R. Sabuncu, Yong Chen, Jiayu Zhou, Fei Wang 0001. patterns, 5(2):100913, 2024. [doi]

RTTF: Rapid Tactile Transfer Framework for Contact-Rich Manipulation TasksQiwei Wu, Xuanbin Peng, Jiayu Zhou, Zhuoran Sun, Xiaogang Xiong, Yunjiang Lou. iros 2024: 2913-2920 [doi]

In Silico Characterization of Genomic Landscape and Cellular Responses by Deep Transfer LearningShan-Ju Yeh, Shreya Paithankar, Ruoqiao Chen, Jing Xing, Mengying Sun, Ke Liu, Jiayu Zhou, Bin Chen. gpb, 22(1), 2024. [doi]

Safe and Robust Watermark Injection with a Single OoD ImageShuyang Yu, Junyuan Hong, Haobo Zhang, Haotao Wang, Zhangyang Wang, Jiayu Zhou. iclr 2024: [doi]

A ConvNeXt-Based Network for Aerial-view Geo-localization in Multiple EnvironmentJiayu Zhou, Qiang Zhao, Peiru Huang, Junzhe Lu 0002, Yaoqi Sun. uavm 2024: 24-28 [doi]

DFIE3D: 3D-Aware Disentangled Face Inversion and Editing via Facial-Contrastive LearningXiaoqiang Zhu, Jiayu Zhou, Lihua You, Xiaosong Yang, Jian Chang, Jian-Jun Zhang 0001, Dan Zeng 0001. tcsv, 34(9):8310-8326, September 2024. [doi]

2023

∞ Filter for Discrete-Time Periodic Piecewise Systems With Missing MeasurementsYun Liu 0015, Wen Yang 0002, Jiayu Zhou, Yue Luo. tsmc, 53(9):5648-5657, September 2023. [doi]

FedLE: Federated Learning Client Selection with Lifespan Extension for Edge IoT NetworksJiajun Wu 0017, Steve Drew, Jiayu Zhou. icc 2023: 985-990 [doi]

Federated Learning with Client Availability BudgetsYunkai Bao, Steve Drew, Xin Wang, Jiayu Zhou, Xiaoguang Niu. globecom 2023: 1902-1907 [doi]

An efficient encoding mechanism against eavesdropper with side channel informationWenjie Ding, Jiayu Zhou, Wen Yang 0002, Yang Tang. automatica, 153:111062, 2023. [doi]

International Workshop on Federated Learning for Distributed Data MiningJunyuan Hong, Zhuangdi Zhu, Lingjuan Lyu, Yang Zhou 0001, Vishnu Naresh Boddeti, Jiayu Zhou. kdd 2023: 5861-5862 [doi]

MECTA: Memory-Economic Continual Test-Time Model AdaptationJunyuan Hong, Lingjuan Lyu, Jiayu Zhou, Michael Spranger. iclr 2023: [doi]

Federated Robustness Propagation: Sharing Adversarial Robustness in Heterogeneous Federated LearningJunyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou. AAAI 2023: 7893-7901 [doi]

Revisiting Data-Free Knowledge Distillation with Poisoned TeachersJunyuan Hong, Yi Zeng, Shuyang Yu, Lingjuan Lyu, Ruoxi Jia, Jiayu Zhou. icml 2023: 13199-13212 [doi]

A method of motion estimation of segmental ventricular wall with tracking of ultrasonic echocardiogramShanna Liu, Hao Zhang, Chang Li, Weifang Dai, Jinyu Wu, Yuanyuan Wu, Wenwen Su, Bin Xia, Jiayu Zhou, Yuqiang Shen, Xinjian Zhu. bmcmi, 23(1):88, December 2023. [doi]

IRS-Aided Secure Communications Over an Untrusted AF Relay SystemChang Liu, Jiayu Zhou, Ying Gao, Deli Qiao, Haifeng Qian. TWC, 22(12):8620-8633, December 2023. [doi]

Distributed filtering algorithm based on local outlier factor under data integrity attacksYue Luo, Yun Liu 0015, Wen Yang 0002, Jiayu Zhou, Taolin Lv. jfi, 360(12):9290-9306, 2023. [doi]

ClusterFL: A Clustering-based Federated Learning System for Human Activity RecognitionXiaomin Ouyang, Zhiyuan Xie, Jiayu Zhou, Guoliang Xing, Jianwei Huang 0001. tosn, 19(1), February 2023. [doi]

Harmony: Heterogeneous Multi-Modal Federated Learning through Disentangled Model TrainingXiaomin Ouyang, Zhiyuan Xie, Heming Fu, Sitong Cheng, Li Pan, Neiwen Ling, Guoliang Xing, Jiayu Zhou, Jianwei Huang 0001. mobisys 2023: 530-543 [doi]

A Unified Linear Speedup Analysis of Federated Averaging and Nesterov FedAvgZhaonan Qu, Kaixiang Lin, Zhaojian Li 0001, Jiayu Zhou, Zhengyuan Zhou. jair, 78:1143-1200, 2023. [doi]

Distortion-based state security codes for distributed sensor networksHaoyu Shu, Jiayu Zhou, Wen Yang 0002, Heng Zhang. automatica, 151:110904, 2023. [doi]

User-Aware Prefix-Tuning Is a Good Learner for Personalized Image CaptioningXuan Wang, Guanhong Wang, Wenhao Chai, Jiayu Zhou, Gaoang Wang. prcv 2024: 384-395 [doi]

How Robust is Your Fairness? Evaluating and Sustaining Fairness under Unseen Distribution ShiftsHaotao Wang, Junyuan Hong, Jiayu Zhou, Zhangyang Wang. tmlr, 2023, 2023. [doi]

USDNL: Uncertainty-Based Single Dropout in Noisy Label LearningYuanzhuo Xu, Xiaoguang Niu, Jie Yang 0002, Steve Drew, Jiayu Zhou, Ruizhi Chen. AAAI 2023: 10648-10656 [doi]

Turning the Curse of Heterogeneity in Federated Learning into a Blessing for Out-of-Distribution DetectionShuyang Yu, Junyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou. iclr 2023: [doi]

Reinforcement Learning Solution for Cyber-Physical Systems Security Against Replay AttacksYan Yu, Wen Yang 0002, Wenjie Ding, Jiayu Zhou. tifs, 18:2583-2595, 2023. [doi]

Understanding Deep Gradient Leakage via Inversion Influence FunctionsHaobo Zhang, Junyuan Hong, Yuyang Deng, Mehrdad Mahdavi, Jiayu Zhou. nips 2023: [doi]

2nd Workshop on Ethical Artificial Intelligence: Methods and Applications (EAI)Chen Zhao, Feng Chen, Xintao Wu, Haifeng Chen, Jiayu Zhou. kdd 2023: 5903-5904 [doi]

EHA3D: Expressive Head Avatar via Disentangled Latent CodeJiayu Zhou, Xiaoqiang Zhu. iftc 2024: 243-257 [doi]

Eavesdropping Strategies for Remote State Estimation Under Communication ConstraintsJiayu Zhou, Yue Luo, Yun Liu, Wen Yang 0002. tifs, 18:2250-2261, 2023. [doi]

Watermarking-Based Protection Strategy Against Stealthy Integrity Attack on Distributed State EstimationJiayu Zhou, Wen Yang 0002, Wenjie Ding, Wei Xing Zheng 0001, Yong Xu. tac, 68(1):628-635, 2023. [doi]

Transfer Learning in Deep Reinforcement Learning: A SurveyZhuangdi Zhu, Kaixiang Lin, Anil K. Jain 0001, Jiayu Zhou. pami, 45(11):13344-13362, November 2023. [doi]

2022

Ensuring Soft Switching During Transient Operations of Wireless Power Transfer Systems with Frequency ControlShuxin Chen, Jiayu Zhou, Yaohua Li, Giuseppe Guidi, Jon Are Suul, Yi Tang 0005. iecon 2022: 1-6 [doi]

Privacy Preserving via Secure Summation in Distributed Kalman FilteringWenjie Ding, Wen Yang 0002, Jiayu Zhou, Ling Shi, Guanrong Chen. tcns, 9(3):1481-1492, 2022. [doi]

Outsourcing Training without Uploading Data via Efficient Collaborative Open-Source SamplingJunyuan Hong, Lingjuan Lyu, Jiayu Zhou, Michael Spranger. nips 2022: [doi]

Dynamic Privacy Budget Allocation Improves Data Efficiency of Differentially Private Gradient DescentJunyuan Hong, Zhangyang Wang, Jiayu Zhou. fat 2022: 11-35 [doi]

Efficient Split-Mix Federated Learning for On-Demand and In-Situ CustomizationJunyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou. iclr 2022: [doi]

Model-Protected Multi-Task LearningJian Liang, Ziqi Liu, Jiayu Zhou, Xiaoqian Jiang, Changshui Zhang, Fei Wang 0001. pami, 44(2):1002-1019, 2022. [doi]

Unsupervised Anomaly Detection by Robust Density EstimationBoyang Liu, Pang-Ning Tan, Jiayu Zhou. AAAI 2022: 4101-4108 [doi]

Dynamic Augmentation Data Selection for Few-shot Text ClassificationGuangliang Liu, Lifeng Jin, Owen Yuan, Jiayu Zhou. emnlp 2022: 4841-4852 [doi]

Margin Preserving Self-Paced Contrastive Learning Towards Domain Adaptation for Medical Image SegmentationZhizhe Liu, Zhenfeng Zhu, Shuai Zheng 0005, Yang Liu 0235, Jiayu Zhou, Yao Zhao 0001. titb, 26(2):638-647, 2022. [doi]

Distributed State Estimation With Colored NoisesYue Luo, Jiayu Zhou, Wen Yang 0002. tcasII, 69(6):2807-2811, 2022. [doi]

Parked Vehicles Task Offloading in Edge ComputingKhoa T. D. Nguyen, Steve Drew, Changcheng Huang, Jiayu Zhou. access, 10:41592-41606, 2022. [doi]

Cosmo: contrastive fusion learning with small data for multimodal human activity recognitionXiaomin Ouyang, Xian Shuai, Jiayu Zhou, Ivy Wang Shi, Zhiyuan Xie, Guoliang Xing, Jianwei Huang. mobicom 2022: 324-337 [doi]

MolSearch: Search-based Multi-objective Molecular Generation and Property OptimizationMengying Sun, Jing Xing, Han Meng, Huijun Wang, Bin Chen, Jiayu Zhou. kdd 2022: 4724-4732 [doi]

Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace SubnetworkHaotao Wang, Junyuan Hong, Aston Zhang, Jiayu Zhou, Zhangyang Wang. nips 2022: [doi]

Robust Unsupervised Domain Adaptation from A Corrupted SourceShuyang Yu, Zhuangdi Zhu, Boyang Liu, Anil K. Jain 0001, Jiayu Zhou. icdm 2022: 1299-1304 [doi]

Virtual full-duplex buffer-aided relay selection schemes for secure cooperative wireless networksJiayu Zhou, Deli Qiao, Haifeng Qian. ejwcn, 2022(1):44, 2022. [doi]

On Building Real Time Intelligent AgriculturalJiayu Zhou, Jing Ye, Yue Ouyang, Manyuan Tong, Xuedong Pan, Jerry Gao. bigdataservice 2022: 89-95 [doi]

A Hysteresis ON-OFF Control Method of Inductive Power Transfer Systems with Low Output Ripples and Fast Transient ResponsesJiayu Zhou, Giuseppe Guidi, Shuxin Chen, Yi Tang 0005, Jon Are Suul. iecon 2022: 1-7 [doi]

Research On Temperature Control In High Intensity Focused Ultrasound Therapy Based On Res-BPPIDJiayu Zhou, Jinxu Tao, Yihao Yang, Jiaqi Wang, Xinyu Guo. cacre 2022: 153-159 [doi]

Optimization Of HIFU Focused Sound Field Based On Improved Sparrow Search AlgorithmJiayu Zhou, Jinxu Tao, Yihao Yang, Jiaqi Wang, Xinyu Guo. ccoms 2022: 858-865 [doi]

A Secure Encoding Mechanism Against Deception Attacks on Multisensor Remote State EstimationJiayu Zhou, Wenjie Ding, Wen Yang 0002. tifs, 17:1959-1969, 2022. [doi]

Security analysis and defense strategy of distributed filtering under false data injection attacksJiayu Zhou, Wen Yang 0002, Heng Zhang 0001, Wei Xing Zheng 0001, Yong Xu, Yang Tang. automatica, 138:110151, 2022. [doi]

Resilient and Communication Efficient Learning for Heterogeneous Federated SystemsZhuangdi Zhu, Junyuan Hong, Steve Drew, Jiayu Zhou. icml 2022: 27504-27526 [doi]

Self-Adaptive Imitation Learning: Learning Tasks with Delayed Rewards from Sub-optimal DemonstrationsZhuangdi Zhu, Kaixiang Lin, Bo Dai, Jiayu Zhou. AAAI 2022: 9269-9277 [doi]

2021

Reset Moving Horizon Estimation for Quantized Discrete Time SystemsYong Xu 0003, Jiayu Zhou, Hong-Xia Rao, Renquan Lu, Lihua Xie. tac, 66(9):4199-4205, 2021. [doi]

FedFace: Collaborative Learning of Face Recognition ModelDivyansh Aggarwal, Jiayu Zhou, Anil K. Jain 0001. icb 2021: 1-8 [doi]

Automatic Detection of Alzheimer's Disease Using Spontaneous Speech OnlyJun Chen, Jieping Ye, Fengyi Tang, Jiayu Zhou. interspeech 2021: 3830-3834 [doi]

Inferring the Importance of Product Appearance with Semi-supervised Multi-modal Enhancement: A Step Towards the Screenless RetailingYongshun Gong, Jinfeng Yi, Dongdong Chen, Jian Zhang, Jiayu Zhou, Zhihua Zhou. mm 2021: 1120-1128 [doi]

Learning Model-Based Privacy Protection under Budget ConstraintsJunyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou. AAAI 2021: 7702-7710 [doi]

Federated Adversarial Debiasing for Fair and Transferable RepresentationsJunyuan Hong, Zhuangdi Zhu, Shuyang Yu, Zhangyang Wang, Hiroko H. Dodge, Jiayu Zhou. kdd 2021: 617-627 [doi]

Reinforcement Learning-Based Detection for State Estimation Under False Data InjectionWeiliang Jiang, Wen Yang 0002, Jiayu Zhou, Wenjie Ding, Yue Luo, Yun Liu 0015. access, 9:66498-66508, 2021. [doi]

RCA: A Deep Collaborative Autoencoder Approach for Anomaly DetectionBoyang Liu, Ding Wang, Kaixiang Lin, Pang-Ning Tan, Jiayu Zhou. IJCAI 2021: 1505-1511 [doi]

Learning Deep Neural Networks under Agnostic Corrupted SupervisionBoyang Liu, Mengying Sun, Ding Wang, Pang-Ning Tan, Jiayu Zhou. icml 2021: 6957-6967 [doi]

EdgePV: Collaborative Edge Computing Framework for Task OffloadingKhoa T. D. Nguyen, Steve Drew, Changcheng Huang, Jiayu Zhou. icc 2021: 1-6 [doi]

ClusterFL: a similarity-aware federated learning system for human activity recognitionXiaomin Ouyang, Zhiyuan Xie, Jiayu Zhou, Jianwei Huang, Guoliang Xing. mobisys 2021: 54-66 [doi]

MoCL: Data-driven Molecular Fingerprint via Knowledge-aware Contrastive Learning from Molecular GraphMengying Sun, Jing Xing, Huijun Wang, Bin Chen, Jiayu Zhou. kdd 2021: 3585-3594 [doi]

FedDL: Federated Learning via Dynamic Layer Sharing for Human Activity RecognitionLinlin Tu, Xiaomin Ouyang, Jiayu Zhou, Yuze He, Guoliang Xing. sensys 2021: 15-28 [doi]

Spatio-Temporal Multi-Task Learning via Tensor DecompositionJianpeng Xu, Jiayu Zhou, Pang-Ning Tan, Xi Liu, Lifeng Luo. tkde, 33(6):2764-2775, 2021. [doi]

Kernel principal components based cascade forest towards disease identification with human microbiotaJiayu Zhou, Yanqing Ye, Jiang Jiang 0001. midm, 21(1):360, 2021. [doi]

Imitating Full-Duplex Secure Communication with Buffer-Aided Half-Duplex RelaysJiayu Zhou, Deli Qiao, Haifeng Qian. icc 2021: 1-6 [doi]

Data-Free Knowledge Distillation for Heterogeneous Federated LearningZhuangdi Zhu, Junyuan Hong, Jiayu Zhou. icml 2021: 12878-12889 [doi]

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