Jiayu Zhou

Also affiliated with Sichuan University, University of Michigan, Hunan Provincial Maternal and Child Health Hospital, Southwest Jiaotong University

Computer ScienceMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 19 papers. Top paper: “Federated Adversarial Debiasing for Fair and Transferable Representations”.

Federated Adversarial Debiasing for Fair and Transferable Representations

PubMed(2021)10.1145/3447548.3467281

N/A

0.587DataRank · unranked

49 citations

Zhuangdi Zhu, Shuyang Yu, Zhangyang Wang, Hiroko H. Dodge, Jiayu Zhou +1 more

The Joint Effects of Acoustic and Linguistic Markers for Early Identification of Mild Cognitive Impairment

Frontiers in Digital Health(2022)10.3389/fdgth.2021.702772

N/A

0.560DataRank · unranked

14 citations

Jun Chen, Hiroko H. Dodge, Jiayu Zhou, Fengyi Tang

Unlocking efficiency in real-world collaborative studies: a multi-site international study with one-shot lossless GLMM algorithm

npj Digital Medicine(2025)10.1038/s41746-025-01846-1

N/A

0.241DataRank · unranked

4 citations

Jenna Reps, Chongliang Luo, Yiwen Lu, Lu Li, Juan Manuel Ramírez‐Anguita +20 more

Robust Collaborative Learning with Noisy Labels

arXiv (Cornell University)(2020)10.48550/arxiv.2012.13670

N/A

0.104DataRank · unranked

1 citations

Jing Xing, BIN CHEN, Jiayu Zhou, Mengying Sun

Federated Robustness Propagation: Sharing Adversarial Robustness in Heterogeneous Federated Learning

Proceedings of the AAAI Conference on Artificial Intelligence(2023)10.1609/aaai.v37i7.25955

N/A

0DataRank · unranked

23 citations

Haotao Wang, Zhangyang Wang, Jiayu Zhou, Junyuan Hong

Patchwork Learning: A Paradigm Towards Integrative Analysis across Diverse Biomedical Data Sources

arXiv (Cornell University)(2023)10.48550/arxiv.2305.06217

N/A

0DataRank · unranked

5 citations

Weishen Pan, Mert R. Sabuncu, Yong Chen, Jiayu Zhou, Fei Wang +1 more

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

arXiv (Cornell University)(2023)10.48550/arxiv.2312.14184

N/A

0DataRank · unranked

4 citations

Sandeep Vemulapalli, Nabasmita Talukdar, Sumyeong Ahn, Jiankun Wang, Meng Han +9 more

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

Patterns(2024)10.1016/j.patter.2023.100913

N/A

0DataRank · unranked

39 citations

Weishen Pan, Mert R. Sabuncu, Yong Chen, Jiayu Zhou, Fei Wang +1 more

Imputing abundance of over 2,500 surface proteins from single-cell transcriptomes with context-agnostic zero-shot deep ensembles

Cell Systems(2024)10.1016/j.cels.2024.08.006

N/A

0DataRank · unranked

8 citations

Jiayu Zhou, BIN CHEN, Ruoqiao Chen

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

medRxiv(2024)10.1101/2024.02.07.24302444

N/A

0DataRank · unranked

34 citations

Nabasmita Talukdar, Sandeep Vemulapalli, Sumyeong Ahn, Jiankun Wang, Meng Han +9 more

Imputing abundance of over 2500 surface proteins from single-cell transcriptomes with context-agnostic zero-shot deep ensembles

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.07.31.605432

N/A

0DataRank · unranked

0 citations

Jiayu Zhou, BIN CHEN, Ruoqiao Chen

Identifying progression subphenotypes of Alzheimer’s disease from large-scale electronic health records with machine learning

Journal of Biomedical Informatics(2025)10.1016/j.jbi.2025.104820

N/A

0DataRank · unranked

7 citations

Alice Tang, Hao Zhang, Zhenxing Xu, Alison Ke, Chang Su +11 more

COLA-GLM: collaborative one-shot and lossless algorithms of generalized linear models for decentralized observational healthcare data

npj Digital Medicine(2025)10.1038/s41746-025-01781-1

N/A

0DataRank · unranked

4 citations

Jenna Reps, Lu Li, Bingyu Zhang, Yiwen Lu, Jiayi Tong +22 more

Loopsim: enrichment analysis of chromosome conformation capture with fast empirical distribution simulation

NAR Genomics and Bioinformatics(2025)10.1093/nargab/lqaf098

N/A

0DataRank · unranked

0 citations

Haihan Zhang, Zhaolin Zhang, Jiayu Zhou, Jóhann E. Guðjónsson, James T Elder +3 more

Model-Protected Multi-Task Learning

IEEE Transactions on Pattern Analysis and Machine Intelligence(2020)10.1109/tpami.2020.3015859

N/A

0DataRank · unranked

16 citations

Ziqi Liu, Jiayu Zhou, Xiaoqian Jiang, Changshui Zhang, Fei Wang +1 more

Bridging Language Markers and Pathology: Correlations Between Digital Speech Measures and Surrogate CSF Biomarkers in Alzheimer’s Disease

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.11.05.686472

N/A

0DataRank · unranked

0 citations

Liu Chen, Hiroko H. Dodge, Jiayu Zhou, Yijiang Pang

Multimodal Learning with Incomplete Modalities by Knowledge Distillation

(2020)10.1145/3394486.3403234

N/A

0DataRank · unranked

84 citations

Liang Zhan, Paul M. Thompson, Jiayu Zhou, Qi Wang

Robust Collaborative Learning with Noisy Labels

(2020)10.1109/icdm50108.2020.00163

N/A

0DataRank · unranked

2 citations

Jing Xing, BIN CHEN, Jiayu Zhou, Mengying Sun

Predicting Progression from Normal to MCI and from MCI to AD Using Clinical Variables in the National Alzheimer's Coordinating Center Uniform Data Set Version 3: Application of Machine Learning Models and a Probability Calculator

The Journal of Prevention of Alzheimer s Disease(2023)10.14283/jpad.2023.10

N/A

0DataRank · unranked

33 citations

Walter A. Kukull, Mary Sano, Roger L. Albin, Changyu Shen, Jiayu Zhou +2 more