Yanning Shen

Yanning Shen

University of California, Irvine

H-index: 22

North America-United States

About Yanning Shen

Yanning Shen, With an exceptional h-index of 22 and a recent h-index of 20 (since 2020), a distinguished researcher at University of California, Irvine, specializes in the field of Machine Learning, Data Science, Network Science, Signal Processing.

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

Budgeted Online Model Selection and Fine-Tuning via Federated Learning

Fairness-aware Optimal Graph Filter Design

Long-term Fairness For Real-time Decision Making: A Constrained Online Optimization Approach

FairWire: Fair Graph Generation

Fairgat: Fairness-aware graph attention networks

Fairness-Aware Dimensionality Reduction

Fairness-Aware Graph Filter Design

Fairness in Graph Machine Learning: Recent Advances and Future Prospectives

Yanning Shen Information

University

Position

___

Citations(all)

1829

Citations(since 2020)

1394

Cited By

1019

hIndex(all)

22

hIndex(since 2020)

20

i10Index(all)

38

i10Index(since 2020)

33

Email

University Profile Page

University of California, Irvine

Google Scholar

View Google Scholar Profile

Yanning Shen Skills & Research Interests

Machine Learning

Data Science

Network Science

Signal Processing

Top articles of Yanning Shen

Title

Journal

Author(s)

Publication Date

Budgeted Online Model Selection and Fine-Tuning via Federated Learning

arXiv preprint arXiv:2401.10478

Pouya M Ghari

Yanning Shen

2024/1/19

Fairness-aware Optimal Graph Filter Design

IEEE Journal of Selected Topics in Signal Processing

O Deniz Kose

Gonzalo Mateos

Yanning Shen

2024/1/10

Long-term Fairness For Real-time Decision Making: A Constrained Online Optimization Approach

arXiv preprint arXiv:2401.02552

Ruijie Du

Deepan Muthirayan

Pramod P Khargonekar

Yanning Shen

2024/1/4

FairWire: Fair Graph Generation

arXiv preprint arXiv:2402.04383

O Deniz Kose

Yanning Shen

2024/2/6

Fairgat: Fairness-aware graph attention networks

ACM Transactions on Knowledge Discovery from Data

O Deniz Kose

Yanning Shen

2023/3/26

Fairness-Aware Dimensionality Reduction

O Deniz Kose

Yanning Shen

2023/9/4

Fairness-Aware Graph Filter Design

arXiv preprint arXiv:2303.11459

O Deniz Kose

Yanning Shen

Gonzalo Mateos

2023/3/20

Fairness in Graph Machine Learning: Recent Advances and Future Prospectives

Yushun Dong

Oyku Deniz Kose

Yanning Shen

Jundong Li

2023/8/6

Uncertainty analysis in perturbation Monte Carlo simulations of radiative transport

Mahsa Parsanasab

Carole Hayakawa

Jerome Spanier

Yanning Shen

Vasan Venugopalan

2023/3/7

Dynamic Fair Node Representation Learning

Oyku Deniz Kose

Yanning Shen

2023/6/4

Online learning with uncertain feedback graphs

IEEE Transactions on Neural Networks and Learning Systems

Pouya M Ghari

Yanning Shen

2023/1/18

Model Extraction Attacks Against Reinforcement Learning Based Controllers

Momina Sajid

Yanning Shen

Yasser Shoukry

2023/12/13

Analysis of relative error in perturbation Monte Carlo simulations of radiative transport

Journal of biomedical optics

Mahsa Parsanasab

Carole Hayakawa

Jerome Spanier

Yanning Shen

Vasan Venugopalan

2023/6/1

Demystifying and mitigating bias for node representation learning

IEEE Transactions on Neural Networks and Learning Systems

O Deniz Kose

Yanning Shen

2023/4/17

Change Point Detection Approach for Online Control of Unknown Time Varying Dynamical Systems

Deepan Muthirayan

Ruijie Du

Yanning Shen

Pramod P Khargonekar

2023/12/13

Multiple kernel representation learning on networks

IEEE Transactions on Knowledge and Data Engineering

Abdulkadir Celikkanat

Yanning Shen

Fragkiskos D Malliaros

2022/5/4

Fairness-aware Graph Attention Networks

O Deniz Kose

Yanning Shen

2022/10/31

Signal Transformations and New Timing Rules of Hippocampal CA3 to CA1 Synapses

bioRxiv

Sandra Gattas

Aliza A Le

Javad Karimi Abadchi

Ben Pruess

Yanning Shen

...

2022/5/29

Online multi-agent forecasting with interpretable collaborative graph neural networks

IEEE Transactions on Neural Networks and Learning Systems

Maosen Li

Siheng Chen

Yanning Shen

Genjia Liu

Ivor W Tsang

...

2022/3/4

Fairness-aware selective sampling on attributed graphs

Oyku Deniz Kose

Yanning Shen

2022/5/23

See List of Professors in Yanning Shen University(University of California, Irvine)

Co-Authors

H-index: 160
Georgios  B. Giannakis

Georgios B. Giannakis

University of Minnesota-Twin Cities

H-index: 74
Ivor W. Tsang, IEEE Fellow

Ivor W. Tsang, IEEE Fellow

University of Technology

H-index: 71
Geert Leus

Geert Leus

Technische Universiteit Delft

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