Federated Learning with Flexible Control
- Shiqiang Wang
- Jake Perazzone
- et al.
- 2023
- INFOCOM 2023
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91 results for Shiqiang Wang
FedExP: Speeding up Federated Averaging via Extrapolation
- Divyansh Jhunjhunwala
- Shiqiang Wang
- et al.
- 2023
- ICLR 2023
A Unified Analysis of Federated Learning with Arbitrary Client Participation
- Shiqiang Wang
- Mingyue Ji
- 2022
- NeurIPS 2022
Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data
- Timothy Castiglia
- Anirban Das
- et al.
- 2022
- ICML 2022
KerGNNs: Interpretable Graph Neural Networks with Graph Kernels
- Aosong Feng
- Chenyu You
- et al.
- 2022
- AAAI 2022
Demystifying Why Local Aggregation Helps: Convergence Analysis of Hierarchical SGD
- Jiayi Wang
- Shiqiang Wang
- et al.
- 2022
- AAAI 2022
Tackling System and Statistical Heterogeneity for Federated Learning with Adaptive Client Sampling
- Bing Luo
- Wenli Xiao
- et al.
- 2022
- INFOCOM 2022
Communication-Efficient Device Scheduling for Federated Learning Using Stochastic Optimization
- Jake Perazzone
- Shiqiang Wang
- et al.
- 2022
- INFOCOM 2022
Cost-effective federated learning design
- Bing Luo
- Xiang Li
- et al.
- 2021
- INFOCOM 2021
Communication-efficient k-means for Edge-based machine learning
- Hanlin Lu
- Ting He
- et al.
- 2020
- ICDCS 2020