Taming subnet-drift in D2D-enabled fog learning: a hierarchical gradient tracking approach
- Evan Chen
- Shiqiang Wang
- et al.
- 2024
- INFOCOM 2024
Conference paper
Publications
104 results for Shiqiang Wang
Federated Learning While Providing Model as a Service: Joint Training and Inference Optimization
- Pengchao Han
- Shiqiang Wang
- et al.
- 2024
- INFOCOM 2024
Conference paperA Lightweight Method for Tackling Unknown Participation Statistics in Federated Averaging
- Shiqiang Wang
- Mingyue Ji
- 2024
- ICLR 2024
Conference paperFedFisher: Leveraging Fisher Information for One-Shot Federated Learning
- Divyansh Jhunjhunwala
- Shiqiang Wang
- et al.
- 2024
- AISTATS 2024
Conference paperAdaptive Model Pruning for Hierarchical Wireless Federated Learning
- Xiaonan Liu
- Shiqiang Wang
- et al.
- 2024
- WCNC 2024
Conference paperDePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations
- Guojun Xiong
- Gang Yan
- et al.
- 2024
- AAAI 2024
Conference paperCommunication-Efficient Hybrid Federated Learning for E-Health With Horizontal and Vertical Data Partitioning
- Chong Yu
- Shuaiqi Shen
- et al.
- 2024
- IEEE TNNLS
PaperAdaptive Heterogeneous Client Sampling for Federated Learning Over Wireless Networks
- Bing Luo
- Wenli Xiao
- et al.
- 2024
- IEEE TMC
PaperInternational Workshop on Federated Learning in the Age of Foundation Models
- Jinghui Chen
- Lixin Fan
- et al.
- 2023
- NeurIPS 2023
WorkshopStableFDG: Style and Attention Based Learning for Federated Domain Generalization
- Jungwuk Park
- Dong-jun Han
- et al.
- 2023
- NeurIPS 2023
Conference paper