Jiayu Zhou

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 199

Top Venues

Arizona State University, Tempe, USA (PHD)

Education History

Arizona State University, Tempe, USA

PHD

Publications

Jiajun Wu, Fan Dong, Henry Leung, Zhuangdi Zhu, Jiayu Zhou, Steve Drew
Topology-aware Federated Learning in Edge Computing: A Comprehensive Survey. ACM Comput. Surv. 56 (10) (2024)
Bao Hoang, Yijiang Pang, Siqi Liang, Liang Zhan, Paul M. Thompson, Jiayu Zhou
Distributed Harmonization: Federated Clustered Batch Effect Adjustment and Generalization. KDD (2024)
Yuyang Deng, Junyuan Hong, Jiayu Zhou, Mehrdad Mahdavi
On the Generalization Ability of Unsupervised Pretraining. CoRR (2024)
Shuyang Yu, Junyuan Hong, Haobo Zhang, Haotao Wang, Zhangyang Wang, Jiayu Zhou
Safe and Robust Watermark Injection with a Single OoD Image. ICLR (2024)
Suraj Rajendran, Weishen Pan, Mert R. Sabuncu, Yong Chen, Jiayu Zhou, Fei Wang
Learning across diverse biomedical data modalities and cohorts: Challenges and opportunities for innovation. Patterns 5 (2) (2024)
Ali Abbasi, Fan Dong, Xin Wang, Henry Leung, Jiayu Zhou, Steve Drew
FedGreen: Carbon-aware Federated Learning with Model Size Adaptation. CoRR (2024)
Jiankun Wang, Sumyeong Ahn, Taykhoom Dalal, Xiaodan Zhang, Weishen Pan, Qiannan Zhang, Bin Chen, Hiroko H. Dodge, Fei Wang, Jiayu Zhou
Augmented Risk Prediction for the Onset of Alzheimer's Disease from Electronic Health Records with Large Language Models. CoRR (2024)
Junyuan Hong, Carl Yang, Zhuangdi Zhu, Zheng Xu, Nathalie Baracaldo, Neil Shah, Salman Avestimehr, Jiayu Zhou
FedKDD: International Joint Workshop on Federated Learning for Data Mining and Graph Analytics. KDD (2024)
Yijiang Pang, Jiayu Zhou
Stochastic Two Points Method for Deep Model Zeroth-order Optimization. CoRR (2024)
Yijiang Pang, Hoang Bao, Jiayu Zhou
Cross-modality debiasing: using language to mitigate sub-population shifts in imaging. CoRR (2024)
Fan Dong, Ali Abbasi, Henry Leung, Xin Wang, Jiayu Zhou, Steve Drew
Federated Learning Model Aggregation in Heterogenous Aerial and Space Networks. ICC Workshops (2024)
Ali Abbasi, Fan Dong, Xin Wang, Henry Leung, Jiayu Zhou, Steve Drew
FedGreen: Carbon-Aware Federated Learning with Model Size Adaptation. ICC Workshops (2024)
Yijiang Pang, Shuyang Yu, Hoang Bao, Jiayu Zhou
Towards Stability of Parameter-free Optimization. CoRR (2024)
Hoang Bao, Yijiang Pang, Siqi Liang, Liang Zhan, Paul M. Thompson, Jiayu Zhou
Distributed Harmonization: Federated Clustered Batch Effect Adjustment and Generalization. CoRR (2024)
Yuyang Deng, Junyuan Hong, Jiayu Zhou, Mehrdad Mahdavi
On the Generalization Ability of Unsupervised Pretraining. AISTATS (2024)
Zhuangdi Zhu, Kaixiang Lin, Anil K. Jain, Jiayu Zhou
Transfer Learning in Deep Reinforcement Learning: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
Yan Yu, Wen Yang, Wenjie Ding, Jiayu Zhou
Reinforcement Learning Solution for Cyber-Physical Systems Security Against Replay Attacks. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Junyuan Hong, Yi Zeng, Shuyang Yu, Lingjuan Lyu, Ruoxi Jia, Jiayu Zhou
Revisiting Data-Free Knowledge Distillation with Poisoned Teachers. CoRR (2023)
Yunkai Bao, Steve Drew, Xin Wang, Jiayu Zhou, Xiaoguang Niu
Federated Learning with Client Availability Budgets. GLOBECOM (2023)
Haobo Zhang, Junyuan Hong, Yuyang Deng, Mehrdad Mahdavi, Jiayu Zhou
Understanding Deep Gradient Leakage via Inversion Influence Functions. CoRR (2023)
Jiajun Wu, Steve Drew, Jiayu Zhou
FedLE: Federated Learning Client Selection with Lifespan Extension for Edge IoT Networks. CoRR (2023)
Qianqian Xie, Jiayu Zhou, Yifan Peng, Fei Wang
FactReranker: Fact-guided Reranker for Faithful Radiology Report Summarization. CoRR (2023)
Jiajun Wu, Steve Drew, Jiayu Zhou
FedLE: Federated Learning Client Selection with Lifespan Extension for Edge IoT Networks. ICC (2023)
Siqi Liang, Jintao Huang, Dun Zeng, Junyuan Hong, Jiayu Zhou, Zenglin Xu
FedNoisy: Federated Noisy Label Learning Benchmark. CoRR (2023)
Shuyang Yu, Junyuan Hong, Yi Zeng, Fei Wang, Ruoxi Jia, Jiayu Zhou
Who Leaked the Model? Tracking IP Infringers in Accountable Federated Learning. CoRR (2023)
Xiaomin Ouyang, Zhiyuan Xie, Jiayu Zhou, Guoliang Xing, Jianwei Huang
ClusterFL: A Clustering-based Federated Learning System for Human Activity Recognition. ACM Trans. Sens. Networks 19 (1) (2023)
Wenjie Ding, Jiayu Zhou, Wen Yang, Yang Tang
An efficient encoding mechanism against eavesdropper with side channel information. Autom. 153 (2023)
Fan Dong, Ali Abbasi, Steve Drew, Henry Leung, Xin Wang, Jiayu Zhou
WeiAvg: Federated Learning Model Aggregation Promoting Data Diversity. CoRR (2023)
Junyuan Hong, Yi Zeng, Shuyang Yu, Lingjuan Lyu, Ruoxi Jia, Jiayu Zhou
Revisiting Data-Free Knowledge Distillation with Poisoned Teachers. ICML (2023)
Jiayu Zhou, Xiaoqiang Zhu
EHA3D: Expressive Head Avatar via Disentangled Latent Code. IFTC (1) (2023)
Jiayu Zhou, Yue Luo, Yun Liu, Wen Yang
Eavesdropping Strategies for Remote State Estimation Under Communication Constraints. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Shuyang Yu, Junyuan Hong, Haobo Zhang, Haotao Wang, Zhangyang Wang, Jiayu Zhou
Safe and Robust Watermark Injection with a Single OoD Image. CoRR (2023)
Suraj Rajendran, Weishen Pan, Mert R. Sabuncu, Yong Chen, Jiayu Zhou, Fei Wang
Patchwork Learning: A Paradigm Towards Integrative Analysis across Diverse Biomedical Data Sources. CoRR (2023)
Junyuan Hong, Lingjuan Lyu, Jiayu Zhou, Michael Spranger
MECTA: Memory-Economic Continual Test-Time Model Adaptation. ICLR (2023)
Chen Zhao, Feng Chen, Xintao Wu, Haifeng Chen, Jiayu Zhou
2nd Workshop on Ethical Artificial Intelligence: Methods and Applications (EAI). KDD (2023)
Yue Luo, Yun Liu, Wen Yang, Jiayu Zhou, Taolin Lv
Distributed filtering algorithm based on local outlier factor under data integrity attacks. J. Frankl. Inst. 360 (12) (2023)
Yuanzhuo Xu, Xiaoguang Niu, Jie Yang, Steve Drew, Jiayu Zhou, Ruizhi Chen
USDNL: Uncertainty-Based Single Dropout in Noisy Label Learning. AAAI (2023)
Haobo Zhang, Junyuan Hong, Fan Dong, Steve Drew, Liangjie Xue, Jiayu Zhou
A Privacy-Preserving Hybrid Federated Learning Framework for Financial Crime Detection. CoRR (2023)
Junyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou
Federated Robustness Propagation: Sharing Adversarial Robustness in Heterogeneous Federated Learning. AAAI (2023)
Haoyu Shu, Jiayu Zhou, Wen Yang, Heng Zhang
Distortion-based state security codes for distributed sensor networks. Autom. 151 (2023)
Haobo Zhang, Junyuan Hong, Yuyang Deng, Mehrdad Mahdavi, Jiayu Zhou
Understanding Deep Gradient Leakage via Inversion Influence Functions. NeurIPS (2023)
Jingyi Hou, Zhen Dong, Jiayu Zhou, Zhijie Liu
Discovering Predictable Latent Factors for Time Series Forecasting. CoRR (2023)
Zhaonan Qu, Kaixiang Lin, Zhaojian Li, Jiayu Zhou, Zhengyuan Zhou
A Unified Linear Speedup Analysis of Federated Averaging and Nesterov FedAvg. J. Artif. Intell. Res. 78 (2023)
Chang Liu, Jiayu Zhou, Ying Gao, Deli Qiao, Haifeng Qian
IRS-Aided Secure Communications Over an Untrusted AF Relay System. IEEE Trans. Wirel. Commun. 22 (12) (2023)
Shanna Liu, Hao Zhang, Chang Li, Weifang Dai, Jinyu Wu, Yuanyuan Wu, Wenwen Su, Bin Xia, Jiayu Zhou, Yuqiang Shen, Xinjian Zhu
A method of motion estimation of segmental ventricular wall with tracking of ultrasonic echocardiogram. BMC Medical Imaging 23 (1) (2023)
Jiayu Zhou, Wen Yang, Wenjie Ding, Wei Xing Zheng, Yong Xu
Watermarking-Based Protection Strategy Against Stealthy Integrity Attack on Distributed State Estimation. IEEE Trans. Autom. Control. 68 (1) (2023)
Haotao Wang, Junyuan Hong, Jiayu Zhou, Zhangyang Wang
How Robust is Your Fairness? Evaluating and Sustaining Fairness under Unseen Distribution Shifts. Trans. Mach. Learn. Res. 2023 (2023)
Junyuan Hong, Zhuangdi Zhu, Lingjuan Lyu, Yang Zhou, Vishnu Naresh Boddeti, Jiayu Zhou
International Workshop on Federated Learning for Distributed Data Mining. KDD (2023)
Xuan Wang, Guanhong Wang, Wenhao Chai, Jiayu Zhou, Gaoang Wang
User-Aware Prefix-Tuning Is a Good Learner for Personalized Image Captioning. PRCV (7) (2023)
Xiaodan Zhang, Sandeep Vemulapalli, Nabasmita Talukdar, Sumyeong Ahn, Jiankun Wang, Han Meng, Sardar Mehtab Bin Murtaza, Aakash Ajay Dave, Dmitry Leshchiner, Dimitri F. Joseph, Martin Witteveen-Lane, Dave Chesla, Jiayu Zhou, Bin Chen
Large Language Models in Medical Term Classification and Unexpected Misalignment Between Response and Reasoning. CoRR (2023)
Jiajun Wu, Steve Drew, Fan Dong, Zhuangdi Zhu, Jiayu Zhou
Topology-aware Federated Learning in Edge Computing: A Comprehensive Survey. CoRR (2023)
Shuyang Yu, Junyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou
Turning the Curse of Heterogeneity in Federated Learning into a Blessing for Out-of-Distribution Detection. ICLR (2023)
Xuan Wang, Guanhong Wang, Wenhao Chai, Jiayu Zhou, Gaoang Wang
User-Aware Prefix-Tuning is a Good Learner for Personalized Image Captioning. CoRR (2023)
Xiaomin Ouyang, Zhiyuan Xie, Heming Fu, Sitong Cheng, Li Pan, Neiwen Ling, Guoliang Xing, Jiayu Zhou, Jianwei Huang
Harmony: Heterogeneous Multi-Modal Federated Learning through Disentangled Model Training. MobiSys (2023)
Yun Liu, Wen Yang, Jiayu Zhou, Yue Luo
Filter for Discrete-Time Periodic Piecewise Systems With Missing Measurements. IEEE Trans. Syst. Man Cybern. Syst. 53 (9) (2023)
Junyuan Hong, Lingjuan Lyu, Jiayu Zhou, Michael Spranger
Outsourcing Training without Uploading Data via Efficient Collaborative Open-Source Sampling. CoRR (2022)
Jiayu Zhou, Jinxu Tao, Yihao Yang, Jiaqi Wang, Xinyu Guo
Optimization Of HIFU Focused Sound Field Based On Improved Sparrow Search Algorithm. ICCCS (2022)
Jiayu Zhou, Wen Yang, Heng Zhang, Wei Xing Zheng, Yong Xu, Yang Tang
Security analysis and defense strategy of distributed filtering under false data injection attacks. Autom. 138 (2022)
Yue Luo, Jiayu Zhou, Wen Yang
Distributed State Estimation With Colored Noises. IEEE Trans. Circuits Syst. II Express Briefs 69 (6) (2022)
Zhizhe Liu, Zhenfeng Zhu, Shuai Zheng, Yang Liu, Jiayu Zhou, Yao Zhao
Margin Preserving Self-Paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation. IEEE J. Biomed. Health Informatics 26 (2) (2022)
Zhuangdi Zhu, Junyuan Hong, Steve Drew, Jiayu Zhou
Resilient and Communication Efficient Learning for Heterogeneous Federated Systems. ICML (2022)
Jian Liang, Ziqi Liu, Jiayu Zhou, Xiaoqian Jiang, Changshui Zhang, Fei Wang
Model-Protected Multi-Task Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44 (2) (2022)
Junyuan Hong, Lingjuan Lyu, Jiayu Zhou, Michael Spranger
Outsourcing Training without Uploading Data via Efficient Collaborative Open-Source Sampling. NeurIPS (2022)
Haotao Wang, Junyuan Hong, Aston Zhang, Jiayu Zhou, Zhangyang Wang
Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork. CoRR (2022)
Boyang Liu, Pang-Ning Tan, Jiayu Zhou
Unsupervised Anomaly Detection by Robust Density Estimation. AAAI (2022)
Mengying Sun, Jing Xing, Han Meng, Huijun Wang, Bin Chen, Jiayu Zhou
MolSearch: Search-based Multi-objective Molecular Generation and Property Optimization. KDD (2022)
Shuyang Yu, Zhuangdi Zhu, Boyang Liu, Anil K. Jain, Jiayu Zhou
Robust Unsupervised Domain Adaptation from A Corrupted Source. ICDM (2022)
Junyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou
Efficient Split-Mix Federated Learning for On-Demand and In-Situ Customization. CoRR (2022)
Haotao Wang, Junyuan Hong, Jiayu Zhou, Zhangyang Wang
How Robust is Your Fairness? Evaluating and Sustaining Fairness under Unseen Distribution Shifts. CoRR (2022)
Jiayu Zhou, Wenjie Ding, Wen Yang
A Secure Encoding Mechanism Against Deception Attacks on Multisensor Remote State Estimation. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Xiaomin Ouyang, Xian Shuai, Jiayu Zhou, Ivy Wang Shi, Zhiyuan Xie, Guoliang Xing, Jianwei Huang
Cosmo: contrastive fusion learning with small data for multimodal human activity recognition. MobiCom (2022)
Jiayu Zhou, Deli Qiao, Haifeng Qian
Virtual full-duplex buffer-aided relay selection schemes for secure cooperative wireless networks. EURASIP J. Wirel. Commun. Netw. 2022 (1) (2022)
Yijiang Pang, Boyang Liu, Jiayu Zhou
RUSH: Robust Contrastive Learning via Randomized Smoothing. CoRR (2022)
Zhuangdi Zhu, Kaixiang Lin, Bo Dai, Jiayu Zhou
Self-Adaptive Imitation Learning: Learning Tasks with Delayed Rewards from Sub-optimal Demonstrations. AAAI (2022)
Jiayu Zhou, Jinxu Tao, Yihao Yang, Jiaqi Wang, Xinyu Guo
Research On Temperature Control In High Intensity Focused Ultrasound Therapy Based On Res-BPPID. CACRE (2022)
Khoa Nguyen, Steve Drew, Changcheng Huang, Jiayu Zhou
Parked Vehicles Task Offloading in Edge Computing. IEEE Access 10 (2022)
Jiayu Zhou, Giuseppe Guidi, Shuxin Chen, Yi Tang, Jon Are Suul
A Hysteresis ON-OFF Control Method of Inductive Power Transfer Systems with Low Output Ripples and Fast Transient Responses. IECON (2022)
Shuxin Chen, Jiayu Zhou, Yaohua Li, Giuseppe Guidi, Jon Are Suul, Yi Tang
Ensuring Soft Switching During Transient Operations of Wireless Power Transfer Systems with Frequency Control. IECON (2022)
Junyuan Hong, Zhangyang Wang, Jiayu Zhou
Dynamic Privacy Budget Allocation Improves Data Efficiency of Differentially Private Gradient Descent. FAccT (2022)
Haotao Wang, Junyuan Hong, Aston Zhang, Jiayu Zhou, Zhangyang Wang
Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork. NeurIPS (2022)
Wenjie Ding, Wen Yang, Jiayu Zhou, Ling Shi, Guanrong Chen
Privacy Preserving via Secure Summation in Distributed Kalman Filtering. IEEE Trans. Control. Netw. Syst. 9 (3) (2022)
Junyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou
Efficient Split-Mix Federated Learning for On-Demand and In-Situ Customization. ICLR (2022)
Jiayu Zhou, Jing Ye, Yue Ouyang, Manyuan Tong, Xuedong Pan, Jerry Gao
On Building Real Time Intelligent Agricultural. BigDataService (2022)
Guangliang Liu, Lifeng Jin, Owen Yuan, Jiayu Zhou
Dynamic Augmentation Data Selection for Few-shot Text Classification. EMNLP (Findings) (2022)
Yong Xu, Jiayu Zhou, Hong-Xia Rao, Renquan Lu, Lihua Xie
Reset Moving Horizon Estimation for Quantized Discrete Time Systems. IEEE Trans. Autom. Control. 66 (9) (2021)
Junyuan Hong, Zhuangdi Zhu, Shuyang Yu, Zhangyang Wang, Hiroko H. Dodge, Jiayu Zhou
Federated Adversarial Debiasing for Fair and Transferable Representations. KDD (2021)
Junyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou
Learning Model-Based Privacy Protection under Budget Constraints. AAAI (2021)
Junyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou
Federated Robustness Propagation: Sharing Adversarial Robustness in Federated Learning. CoRR (2021)
Boyang Liu, Mengying Sun, Ding Wang, Pang-Ning Tan, Jiayu Zhou
Learning Deep Neural Networks under Agnostic Corrupted Supervision. CoRR (2021)
Jun Chen, Jieping Ye, Fengyi Tang, Jiayu Zhou
Automatic Detection of Alzheimer's Disease Using Spontaneous Speech Only. Interspeech (2021)
Divyansh Aggarwal, Jiayu Zhou, Anil K. Jain
FedFace: Collaborative Learning of Face Recognition Model. CoRR (2021)
Mengying Sun, Jing Xing, Huijun Wang, Bin Chen, Jiayu Zhou
MoCL: Contrastive Learning on Molecular Graphs with Multi-level Domain Knowledge. CoRR (2021)
Yongshun Gong, Jinfeng Yi, Dongdong Chen, Jian Zhang, Jiayu Zhou, Zhihua Zhou
Inferring the Importance of Product Appearance with Semi-supervised Multi-modal Enhancement: A Step Towards the Screenless Retailing. ACM Multimedia (2021)
Divyansh Aggarwal, Jiayu Zhou, Anil K. Jain
FedFace: Collaborative Learning of Face Recognition Model. IJCB (2021)
Boyang Liu, Ding Wang, Kaixiang Lin, Pang-Ning Tan, Jiayu Zhou
RCA: A Deep Collaborative Autoencoder Approach for Anomaly Detection. IJCAI (2021)
Junyuan Hong, Zhangyang Wang, Jiayu Zhou
On Dynamic Noise Influence in Differentially Private Learning. CoRR (2021)
Mengying Sun, Jing Xing, Huijun Wang, Bin Chen, Jiayu Zhou
MoCL: Data-driven Molecular Fingerprint via Knowledge-aware Contrastive Learning from Molecular Graph. KDD (2021)
Zhizhe Liu, Zhenfeng Zhu, Shuai Zheng, Yang Liu, Jiayu Zhou, Yao Zhao
Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation. CoRR (2021)
Jiayu Zhou, Yanqing Ye, Jiang Jiang
Kernel principal components based cascade forest towards disease identification with human microbiota. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Boyang Liu, Mengying Sun, Ding Wang, Pang-Ning Tan, Jiayu Zhou
Learning Deep Neural Networks under Agnostic Corrupted Supervision. ICML (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jiayu Zhou