Papers citing 'Faster Adaptive Federated Learning'

Title
Nesterov-Accelerated Robust Federated Learning Over Byzantine Adversaries Lihan Xu Yanjie Dong Gang Wang Runhao Zeng Xiaoyi Fan Xiping Hu FedML AAML 128 0 0 04 Nov 2025
SGFusion: Stochastic Geographic Gradient Fusion in Federated Learning K. Nguyen Khang Tran Nhathai Phan Cristian Borcea R. Jin Issa M. Khalil FedML 239 0 0 27 Oct 2025
Research in Collaborative Learning Does Not Serve Cross-Silo Federated Learning in Practice Kevin Kuo Chhavi Yadav Virginia Smith FedML 128 0 0 14 Oct 2025
Adaptive Federated Learning via Dynamical System Model Aayushya Agarwal L. Pileggi Gauri Joshi FedML 110 0 0 05 Oct 2025
Adaptive Federated Distillation for Multi-Domain Non-IID Textual Data Jiahao Xiao Jiangming Liu FedML 60 0 0 28 Aug 2025
FedX: Adaptive Model Decomposition and Quantization for IoT Federated Learning Phung Lai Xiaopeng Jiang Hai Phan Cristian Borcea K. Tran An M. Chen Vijaya Datta Mayyuri Ruoming Jin FedML MQ 362 2 0 17 Apr 2025
FADAS: Towards Federated Adaptive Asynchronous Optimization Yujia Wang Shiqiang Wang Songtao Lu Jinghui Chen FedML 177 9 0 25 Jul 2024
Exploring the Practicality of Federated Learning: A Survey Towards the Communication Perspective Khiem H. Le Nhan Luong-Ha Manh Nguyen-Duc Danh Le-Phuoc Cuong D. Do Kok-Seng Wong FedML 230 6 0 30 May 2024
Addressing Heterogeneity in Federated Load Forecasting with Personalization Layers Shourya Bose Yu Zhang Kibaek Kim 176 3 0 01 Apr 2024
AdaptSFL: Adaptive Split Federated Learning in Resource-constrained Edge Networks Zhengyi Lin Guanqiao Qu Wei Wei Xianhao Chen Kin K. Leung 420 75 0 19 Mar 2024
Federated Knowledge Graph Unlearning via Diffusion Model Bingchen Liu Yuanyuan Fang MU 142 2 0 13 Mar 2024
FedSiKD: Clients Similarity and Knowledge Distillation: Addressing Non-i.i.d. and Constraints in Federated Learning Yousef Alsenani Rahul Mishra Khaled R. Ahmed Atta Ur Rahman FedML 237 2 0 14 Feb 2024
Solving a Class of Non-Convex Minimax Optimization in Federated LearningNeural Information Processing Systems (NeurIPS), 2023 Xidong Wu Jianhui Sun Zhengmian Hu Aidong Zhang Heng-Chiao Huang FedML 268 17 0 05 Oct 2023
Serverless Federated AUPRC Optimization for Multi-Party Collaborative Imbalanced Data MiningKnowledge Discovery and Data Mining (KDD), 2023 Xidong Wu Zhengmian Hu Jian Pei Heng Huang 183 13 0 06 Aug 2023
Performance and Energy Consumption of Parallel Machine Learning Algorithms Xidong Wu Preston Brazzle Stephen Cahoon 226 0 0 01 May 2023
Decentralized Riemannian Algorithm for Nonconvex Minimax ProblemsAAAI Conference on Artificial Intelligence (AAAI), 2023 Xidong Wu Zhengmian Hu Heng Huang 328 15 0 08 Feb 2023
Adversarial Weight Perturbation Improves Generalization in Graph Neural NetworksAAAI Conference on Artificial Intelligence (AAAI), 2022 Yihan Wu Aleksandar Bojchevski Heng Huang AAML 272 35 0 09 Dec 2022
Communication-Efficient Federated Learning with Accelerated Client GradientComputer Vision and Pattern Recognition (CVPR), 2022 Geeho Kim Jinkyu Kim Bohyung Han FedML 162 29 0 10 Jan 2022
Mime: Mimicking Centralized Stochastic Algorithms in Federated Learning Sai Praneeth Karimireddy Martin Jaggi Satyen Kale M. Mohri Sashank J. Reddi Sebastian U. Stich A. Suresh FedML 470 232 0 08 Aug 2020