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Mengwei Xu — most-cited papers & profile · Federated Learning
← authors
·
overview
Mengwei Xu
15
papers ·
89
citations ·
24
h-index
Beijing University of Posts and Telecommunications
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Hierarchical Federated Learning through LAN-WAN Orchestration
2020 · 31 citations
Federated Neural Architecture Search
2020 · 23 citations
FwdLLM: Efficient FedLLM using Forward Gradient
2023 · 11 citations
Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data
2020 · 10 citations
FedAdapter: Efficient Federated Learning for Modern NLP
2022 · 6 citations
Accelerating Vertical Federated Learning
2022 · 4 citations
Device-centric Federated Analytics At Ease
2022 · 1 citations
FedMoE: Personalized Federated Learning via Heterogeneous Mixture of Experts
2024 · 1 citations
Towards Practical Few-shot Federated NLP
2022
FedRDMA: Communication-Efficient Cross-Silo Federated LLM via Chunked RDMA Transmission
2024
Top co-authors
Shangguang Wang
· 8
Dongqi Cai
· 5
Yaozong Wu
· 3
Felix Xiaozhu Lin
· 2
Kaigui Bian
· 2
Xuanzhe Liu
· 2
Ao Zhou
· 1
Ao Zhou
· 1
Ao Zhou
· 1
Chengxu Yang
· 1
Dongqi Cai
· 1
Gang Huang
· 1
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