Publications

99 results for Shiqiang Wang

Federated Learning Priorities Under the European Union Artificial Intelligence Act
- - Herbert Woisetschläger
  - Alexander Erben
  - et al.
- 2024
- ICML 2024
A New Theoretical Perspective on Data Heterogeneity in Federated Averaging
- - Jiayi Wang
  - Shiqiang Wang
  - et al.
- 2024
- ICML 2024
FADAS: Towards Federated Adaptive Asynchronous Optimization
- - Yujia Wang
  - Shiqiang Wang
  - et al.
- 2024
- ICML 2024
Erasure Coded Neural Network Inference via Fisher Averaging
- - Divyansh Jhunjhunwala
  - Neharika Jali
  - et al.
- 2024
- ISIT 2024
Federated Fine-Tuning of LLMs on the Very Edge: The Good, the Bad, the Ugly
- - Herbert Woisetschläger
  - Alexander Erben
  - et al.
- 2024
- SIGMOD 2024
Taming subnet-drift in D2D-enabled fog learning: a hierarchical gradient tracking approach
- - Evan Chen
  - Shiqiang Wang
  - et al.
- 2024
- INFOCOM 2024
Federated Learning While Providing Model as a Service: Joint Training and Inference Optimization
- - Pengchao Han
  - Shiqiang Wang
  - et al.
- 2024
- INFOCOM 2024
A Lightweight Method for Tackling Unknown Participation Statistics in Federated Averaging
- - Shiqiang Wang
  - Mingyue Ji
- 2024
- ICLR 2024
FedFisher: Leveraging Fisher Information for One-Shot Federated Learning
- - Divyansh Jhunjhunwala
  - Shiqiang Wang
  - et al.
- 2024
- AISTATS 2024
Adaptive Model Pruning for Hierarchical Wireless Federated Learning
- - Xiaonan Liu
  - Shiqiang Wang
  - et al.
- 2024
- WCNC 2024