Publications

99 results for Shiqiang Wang

Communication-Efficient k-Means for Edge-Based Machine Learning
- - Hanlin Lu
  - Ting He
  - et al.
- 2022
- IEEE TPDS
Cross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning
- - Anirban Das
  - Timothy Castiglia
  - et al.
- 2022
- ACM TIST
Sketch to Skip and Select: Communication Efficient Federated Learning using Locality Sensitive Hashing
- - Georgios Kollias
  - Theodoros Salonidis
  - et al.
- 2022
- fl-ijcai 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
Efficient Multi-Layer Stochastic Gradient Descent Algorithm for Federated Learning in E-health
- - Chong Yu
  - Shuaiqi Shen
  - et al.
- 2022
- IEEE ICC 2022
Communication-Efficient Device Scheduling for Federated Learning Using Stochastic Optimization
- - Jake Perazzone
  - Shiqiang Wang
  - et al.
- 2022
- INFOCOM 2022
Tackling System and Statistical Heterogeneity for Federated Learning with Adaptive Client Sampling
- - Bing Luo
  - Wenli Xiao
  - et al.
- 2022
- INFOCOM 2022
A Survey on Federated Learning for Resource-Constrained IoT Devices
- - Ahmed Imteaj
  - Urmish Thakker
  - et al.
- 2021
- IEEE IoT Journal