Concepedia

Wei Liu

WL

Statistics

Publications

6

Citations

587

H-Index

6

Active since

2011

Affiliations

University of Science and Technology of China(Current)

Wei Liu is an author at University of Science and Technology of China specializing in engineering, distributed learning, and computer science.

Top concepts

EngineeringComputer ScienceMachine LearningFederated LearningDistributed LearningData PrivacyEdge ComputingData ScienceComputer EngineeringDistributed Algorithms

Publications per year

2011–2024

6

Publications

6

Accelerating Federated Learning via Momentum Gradient Descent

Wei Liu, Li Chen, Yunfei Chen et al. · IEEE Transactions on Parallel and Distributed Systems · 2020 · 360 citations

Artificial Intelligence, Mfl Convergence Rate, Engineering +11

Decentralized Federated Learning: Balancing Communication and Computing Costs

Wei Liu, Li Chen, Wenyi Zhang · IEEE Transactions on Signal and Information Processing over Networks · 2022 · 138 citations

Engineering, Machine Learning, Distributed Algorithms +12

Communication-Efficient Design for Quantized Decentralized Federated Learning

Li Chen, Wei Liu, Yunfei Chen et al. · IEEE Transactions on Signal Processing · 2024 · 38 citations · Full text

Quantization Levels, Engineering, Machine Learning +13

[Diagnosis of phosphorus nutrition in winter wheat based on first derivative spectra and radial basis function neural network].

Wei Liu, Qingrui Chang, Man Guo et al. · PubMed · 2011 · 29 citations

Winter Wheat, Precision Agriculture, Environmental Monitoring +20

Accelerating Federated Learning via Momentum Gradient Descent

Wei Liu, Li Chen, Yunfei Chen et al. · arXiv (Cornell University) · 2019 · 11 citations · Full text

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