Summary of Federated Large Language Models: Current Progress and Future Directions, by Yuhang Yao et al.
Federated Large Language Models: Current Progress and Future Directionsby Yuhang Yao, Jianyi Zhang, Junda Wu,…
Summary of Flens: Federated Learning with Enhanced Nesterov-newton Sketch, by Sunny Gupta et al.
FLeNS: Federated Learning with Enhanced Nesterov-Newton Sketchby Sunny Gupta, Mohit Jindal, Pankhi Kashyap, Pranav Jeevan,…
Summary of Shfl: Secure Hierarchical Federated Learning Framework For Edge Networks, by Omid Tavallaie et al.
SHFL: Secure Hierarchical Federated Learning Framework for Edge Networksby Omid Tavallaie, Kanchana Thilakarathna, Suranga Seneviratne,…
Summary of Robust Federated Learning Over the Air: Combating Heavy-tailed Noise with Median Anchored Clipping, by Jiaxing Li et al.
Robust Federated Learning Over the Air: Combating Heavy-Tailed Noise with Median Anchored Clippingby Jiaxing Li,…
Summary of Sdba: a Stealthy and Long-lasting Durable Backdoor Attack in Federated Learning, by Minyeong Choe et al.
SDBA: A Stealthy and Long-Lasting Durable Backdoor Attack in Federated Learningby Minyeong Choe, Cheolhee Park,…
Summary of On-device Collaborative Language Modeling Via a Mixture Of Generalists and Specialists, by Dongyang Fan et al.
On-Device Collaborative Language Modeling via a Mixture of Generalists and Specialistsby Dongyang Fan, Bettina Messmer,…
Summary of Recovering Global Data Distribution Locally in Federated Learning, by Ziyu Yao
Recovering Global Data Distribution Locally in Federated Learningby Ziyu YaoFirst submitted to arxiv on: 21…
Summary of Data Distribution Shifts in (industrial) Federated Learning As a Privacy Issue, by David Brunner and Alessio Montuoro
Data Distribution Shifts in (Industrial) Federated Learning as a Privacy Issueby David Brunner, Alessio MontuoroFirst…
Summary of Noise-robust and Resource-efficient Admm-based Federated Learning, by Ehsan Lari et al.
Noise-Robust and Resource-Efficient ADMM-based Federated Learningby Ehsan Lari, Reza Arablouei, Vinay Chakravarthi Gogineni, Stefan WernerFirst…
Summary of Global Outlier Detection in a Federated Learning Setting with Isolation Forest, by Daniele Malpetti and Laura Azzimonti
Global Outlier Detection in a Federated Learning Setting with Isolation Forestby Daniele Malpetti, Laura AzzimontiFirst…