Publications

107 results for Shiqiang Wang

FedExP: Speeding up Federated Averaging via Extrapolation
- - Divyansh Jhunjhunwala
  - Shiqiang Wang
  - et al.
- 2023
- ICLR 2023
Use Coupled LSTM Networks to Solve Constrained Optimization Problems
- - Zheyu Chen
  - Kin K. Leung
  - et al.
- 2023
- IEEE TCCN
Laplacian Matrix Sampling for Communication- Efficient Decentralized Learning
- - Cho-Chun Chiu
  - Xusheng Zhang
  - et al.
- 2023
- IEEE J-SAC
Collaborative Learning-Based Scheduling for <italic>Kubernetes</italic>-Oriented Edge-Cloud Network
- - Shihao Shen
  - Yiwen Han
  - et al.
- 2023
- IEEE/ACM TON
Flexible Vertical Federated Learning With Heterogeneous Parties
- - Timothy Castiglia
  - Shiqiang Wang
  - et al.
- 2023
- IEEE TNNLS
Adaptive Federated Pruning in Hierarchical Wireless Networks
- - Xiaonan Liu
  - Shiqiang Wang
  - et al.
- 2023
- IEEE TWC
A Unified Analysis of Federated Learning with Arbitrary Client Participation
- - Shiqiang Wang
  - Mingyue Ji
- 2022
- NeurIPS 2022
Federated Learning: Recent Advances and New Challenges
- - Shiqiang Wang
  - Nathalie Baracaldo Angel
  - et al.
- 2022
- NeurIPS 2022
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