Summary of Fedmef: Towards Memory-efficient Federated Dynamic Pruning, by Hong Huang et al.
FedMef: Towards Memory-efficient Federated Dynamic Pruningby Hong Huang, Weiming Zhuang, Chen Chen, Lingjuan LyuFirst submitted…
Summary of Loop Improvement: An Efficient Approach For Extracting Shared Features From Heterogeneous Data Without Central Server, by Fei Li et al.
Loop Improvement: An Efficient Approach for Extracting Shared Features from Heterogeneous Data without Central Serverby…
Summary of Text-enhanced Data-free Approach For Federated Class-incremental Learning, by Minh-tuan Tran et al.
Text-Enhanced Data-free Approach for Federated Class-Incremental Learningby Minh-Tuan Tran, Trung Le, Xuan-May Le, Mehrtash Harandi,…
Summary of Advancing Iiot with Over-the-air Federated Learning: the Role Of Iterative Magnitude Pruning, by Fazal Muhammad Ali Khan et al.
Advancing IIoT with Over-the-Air Federated Learning: The Role of Iterative Magnitude Pruningby Fazal Muhammad Ali…
Summary of Fednmut — Federated Noisy Model Update Tracking Convergence Analysis, by Vishnu Pandi Chellapandi et al.
FedNMUT – Federated Noisy Model Update Tracking Convergence Analysisby Vishnu Pandi Chellapandi, Antesh Upadhyay, Abolfazl…
Summary of Byzantine-resilient Federated Learning with Adaptivity to Data Heterogeneity, by Shiyuan Zuo et al.
Byzantine-resilient Federated Learning With Adaptivity to Data Heterogeneityby Shiyuan Zuo, Xingrun Yan, Rongfei Fan, Han…
Summary of Resilience in Online Federated Learning: Mitigating Model-poisoning Attacks Via Partial Sharing, by Ehsan Lari et al.
Resilience in Online Federated Learning: Mitigating Model-Poisoning Attacks via Partial Sharingby Ehsan Lari, Reza Arablouei,…
Summary of Adaptsfl: Adaptive Split Federated Learning in Resource-constrained Edge Networks, by Zheng Lin et al.
AdaptSFL: Adaptive Split Federated Learning in Resource-constrained Edge Networksby Zheng Lin, Guanqiao Qu, Wei Wei,…
Summary of Fedfisher: Leveraging Fisher Information For One-shot Federated Learning, by Divyansh Jhunjhunwala et al.
FedFisher: Leveraging Fisher Information for One-Shot Federated Learningby Divyansh Jhunjhunwala, Shiqiang Wang, Gauri JoshiFirst submitted…
Summary of Improving Lora in Privacy-preserving Federated Learning, by Youbang Sun et al.
Improving LoRA in Privacy-preserving Federated Learningby Youbang Sun, Zitao Li, Yaliang Li, Bolin DingFirst submitted…