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Jianwei Niu — most-cited papers & profile · Federated Learning
← authors
·
overview
Jianwei Niu
10
papers ·
201
citations ·
56
h-index
Zhejiang Lab · Beihang University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Unlocking the Potential of Federated Learning for Deeper Models
2023 · 2 citations
Decoupling General and Personalized Knowledge in Federated Learning via Additive and Low-Rank Decomposition
2024 · 1 citations
The Diversity Bonus: Learning from Dissimilar Distributed Clients in Personalized Federated Learning
2024 · 1 citations
The Other Side of the Coin: Unveiling the Downsides of Model Aggregation in Federated Learning from a Layer-peeled Perspective
2025
Take Your Pick: Enabling Effective Personalized Federated Learning within Low-dimensional Feature Space
2023
Bold but Cautious: Unlocking the Potential of Personalized Federated Learning through Cautiously Aggressive Collaboration
2023
Estimating before Debiasing: A Bayesian Approach to Detaching Prior Bias in Federated Semi-Supervised Learning
2024
Top co-authors
Guogang Zhu
· 6
Shaojie Tang
· 6
Xinghao Wu
· 6
Xuefeng Liu
· 4
Jiaxing Shen
· 2
Xuefeng Liu
· 2
and Jiannong Cao
· 1
Chao Tang
· 1
Haolin Wang
· 1
Haolin Wang
· 1
Hao Su
· 1
Hao Su
· 1
Topics
Federated Learning
Data Heterogeneity