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Shiqiang Wang — most-cited papers & profile · Large Language Models
← authors
·
overview
Shiqiang Wang
38
papers ·
268
citations ·
34
h-index
Qingdao University · University of Exeter
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Semantic Scholar ↗
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Most-cited papers
Adaptive Federated Learning in Resource Constrained Edge Computing Systems
2018 · 85 citations
Model Pruning Enables Efficient Federated Learning on Edge Devices
2019 · 55 citations
Federated Learning for Resource-Constrained IoT Devices: Panoramas and State-of-the-art
2020 · 19 citations
A Unified Analysis of Federated Learning with Arbitrary Client Participation
2022 · 17 citations
Adaptive Heterogeneous Client Sampling for Federated Learning over Wireless Networks
2024 · 16 citations
Communication-Efficient Hybrid Federated Learning for E-health with Horizontal and Vertical Data Partitioning
2024 · 12 citations
Adaptive Gradient Sparsification for Efficient Federated Learning: An Online Learning Approach
2020 · 9 citations
Sharing Models or Coresets: A Study based on Membership Inference Attack
2020 · 9 citations
FedExP: Speeding Up Federated Averaging via Extrapolation
2023 · 8 citations
Cost-Effective Federated Learning in Mobile Edge Networks
2021 · 6 citations
Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data
2022 · 5 citations
Cross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning
2021 · 4 citations
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning
2023 · 4 citations
Cost-Effective Federated Learning Design
2020 · 3 citations
FLEdge: Benchmarking Federated Machine Learning Applications in Edge Computing Systems
2023 · 3 citations
Topics
Federated Learning
Communication
Optimization
Privacy
Data Heterogeneity
Edge Computing
Exploration
Value-Based
Evaluation
Benchmarks