Concepedia

Wenke Huang

WH

Statistics

Publications

11

Citations

769

H-Index

10

Active since

2022

Affiliations

Wuhan University(Current)

National Institute of Japanese Literature

Wenke Huang is an author at Wuhan University specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningFederated LearningData PrivacyKnowledge DiscoveryDistributed LearningArtificial IntelligenceData Mining

Publications per year

2022–2024

11

Publications

11

Learn from Others and Be Yourself in Heterogeneous Federated Learning

Wenke Huang, Mang Ye, Bo Du · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 238 citations

Artificial Intelligence, Incremental Learning, Engineering +18

Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark

Wenke Huang, Mang Ye, Zekun Shi et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2024 · 132 citations

Artificial Intelligence, Engineering, Machine Learning +19

Rethinking Federated Learning with Domain Shift: A Prototype View

Wenke Huang, Mang Ye, Zekun Shi et al. · 2023 · 130 citations

Artificial Intelligence, Natural Language Processing, Engineering +15

Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning

Wenke Huang, Mang Ye, Zekun Shi et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023 · 62 citations

Artificial Intelligence, Multiple Instance Learning, Engineering +18

FedAS: Bridging Inconsistency in Personalized Federated Learning

Xiyuan Yang, Wenke Huang, Mang Ye · 2024 · 51 citations

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