Jiayu Zhou

Jiayu Zhou

Michigan State University

H-index: 41

North America-United States

About Jiayu Zhou

Jiayu Zhou, With an exceptional h-index of 41 and a recent h-index of 38 (since 2020), a distinguished researcher at Michigan State University, specializes in the field of Machine Learning, AI + Health Informatics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Learning across diverse biomedical data modalities and cohorts: Challenges and opportunities for innovation

Comparison of Prompt Engineering and Fine-Tuning Strategies in Large Language Models in the Classification of Clinical Notes

FedGreen: Carbon-aware Federated Learning with Model Size Adaptation

The cyber risk premium

Understanding Deep Gradient Leakage via Inversion Influence Functions

Cross-modality debiasing: using language to mitigate sub-population shifts in imaging

Stochastic Two Points Method for Deep Model Zeroth-order Optimization

A Unified Linear Speedup Analysis of Federated Averaging and Nesterov FedAvg

Jiayu Zhou Information

University

Position

___

Citations(all)

8656

Citations(since 2020)

6787

Cited By

3771

hIndex(all)

41

hIndex(since 2020)

38

i10Index(all)

102

i10Index(since 2020)

94

Email

University Profile Page

Google Scholar

Jiayu Zhou Skills & Research Interests

Machine Learning

AI + Health Informatics

Top articles of Jiayu Zhou

Learning across diverse biomedical data modalities and cohorts: Challenges and opportunities for innovation

2024/1/17

Comparison of Prompt Engineering and Fine-Tuning Strategies in Large Language Models in the Classification of Clinical Notes

medRxiv

2024

FedGreen: Carbon-aware Federated Learning with Model Size Adaptation

arXiv preprint arXiv:2404.15503

2024/4/23

The cyber risk premium

Management Science

2024/3/14

Understanding Deep Gradient Leakage via Inversion Influence Functions

Advances in Neural Information Processing Systems

2024/2/13

Cross-modality debiasing: using language to mitigate sub-population shifts in imaging

arXiv preprint arXiv:2403.07888

2024/2/2

Jiayu Zhou
Jiayu Zhou

H-Index: 28

Stochastic Two Points Method for Deep Model Zeroth-order Optimization

arXiv preprint arXiv:2402.01621

2024/2/2

Jiayu Zhou
Jiayu Zhou

H-Index: 28

A Unified Linear Speedup Analysis of Federated Averaging and Nesterov FedAvg

Journal of Artificial Intelligence Research

2023/12/27

Large Language Models in Medical Term Classification and Unexpected Misalignment Between Response and Reasoning

arXiv preprint arXiv:2312.14184

2023/12/19

Who Leaked the Model? Tracking IP Infringers in Accountable Federated Learning

2023/12/6

Federated Learning with Client Availability Budgets

2023/12/4

Xin Wang
Xin Wang

H-Index: 6

Jiayu Zhou
Jiayu Zhou

H-Index: 28

Deep Learning: Integrating Domain Knowledge and Interpreting the Network Decisions

2023/11/12

Jiayu Zhou
Jiayu Zhou

H-Index: 28

Safe and Robust Watermark Injection with a Single OoD Image

arXiv preprint arXiv:2309.01786

2023/9/4

Junyuan Hong
Junyuan Hong

H-Index: 3

Jiayu Zhou
Jiayu Zhou

H-Index: 28

International Workshop on Federated Learning for Distributed Data Mining

2023/8/6

2nd Workshop on Ethical Artificial Intelligence: Methods and Applications (EAI)

2023/8/6

Transfer learning in deep reinforcement learning: A survey

IEEE Transactions on Pattern Analysis and Machine Intelligence

2023/7/4

Zhuangdi Zhu
Zhuangdi Zhu

H-Index: 4

Jiayu Zhou
Jiayu Zhou

H-Index: 28

Revisiting data-free knowledge distillation with poisoned teachers

2023/7/3

Federated robustness propagation: sharing adversarial robustness in heterogeneous federated learning

Proceedings of the AAAI Conference on Artificial Intelligence

2023/6/26

Junyuan Hong
Junyuan Hong

H-Index: 3

Jiayu Zhou
Jiayu Zhou

H-Index: 28

USDNL: uncertainty-based single dropout in noisy label learning

Proceedings of the AAAI Conference on Artificial Intelligence

2023/6/26

Jie Yang
Jie Yang

H-Index: 14

Jiayu Zhou
Jiayu Zhou

H-Index: 28

Federated Blood Supply Chain Demand Forecasting: A Case Study

2023/6/25

See List of Professors in Jiayu Zhou University(Michigan State University)

Co-Authors

academic-engine