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Personalized Federated Learning With Graph

2 March 2022

Papers citing "Personalized Federated Learning With Graph"

26 / 26 papers shown

Title
A Comprehensive Data-centric Overview of Federated Graph Learning Zhengyu Wu X. Li Yinlin Zhu Zekai Chen Guochen Yan ... Hao Zhang Yuming Ai X. Jin Rong-Hua Li Guoren Wang FedML AI4CE 204 0 0 22 Jul 2025
Personalized Federated Learning via Learning Dynamic Graphs Ziran Zhou Guanyu Gao Xiaohu Wu Yan Lyu FedML 185 1 0 07 Mar 2025
FedAGHN: Personalized Federated Learning with Attentive Graph HyperNetworksKnowledge-Based Systems (KBS), 2025 Jiarui Song Yunheng Shen Chengbin Hou Pengyu Wang Jinbao Wang Ke Tang Hairong Lv FedML 275 1 0 24 Jan 2025
Edge Graph Intelligence: Reciprocally Empowering Edge Networks with Graph Intelligence Liekang Zeng Shengyuan Ye Xu Chen Xiaoxi Zhang Ju Ren Jian Tang Yang Yang Xuemin Shen 422 9 0 08 Jan 2025
The Diversity Bonus: Learning from Dissimilar Distributed Clients in Personalized Federated Learning Xinghao Wu Xuefeng Liu Jianwei Niu Guogang Zhu Shaojie Tang Xiaotian Li Jiannong Cao FedML 205 3 0 22 Jul 2024
Sheaf HyperNetworks for Personalized Federated Learning B. Nguyen Lorenzo Sani Xinchi Qiu Pietro Lio Nicholas D. Lane 199 4 0 31 May 2024
Rethinking Personalized Federated Learning with Clustering-based Dynamic Graph PropagationPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2024 Yuan Liu Yuzhong Chen Yuhang Wu Mahashweta Das Hao Yang Fenglong Ma FedML 244 8 0 29 Jan 2024
Fault Detection in Telecom Networks using Bi-level Federated Graph Neural Networks Rémi Bourgerie Tahar Zanouda 140 7 0 24 Nov 2023
Bold but Cautious: Unlocking the Potential of Personalized Federated Learning through Cautiously Aggressive CollaborationIEEE International Conference on Computer Vision (ICCV), 2023 Xinghao Wu Xuefeng Liu Jianwei Niu Guogang Zhu Shaojie Tang FedML 186 42 0 20 Sep 2023
FedGKD: Unleashing the Power of Collaboration in Federated Graph Neural Networks Qiying Pan Ruofan Wu Tengfei Liu Tianyi Zhang Yifei Zhu Weiqiang Wang FedML 217 10 0 18 Sep 2023
Towards Personalized Federated Learning via Heterogeneous Model ReassemblyNeural Information Processing Systems (NeurIPS), 2023 Yuan Liu Xingyi Yang Suhan Cui Liwei Che Lingjuan Lyu Dongkuan Xu Fenglong Ma FedML 120 74 0 16 Aug 2023
Privacy-Preserving Graph Machine Learning from Data to Computation: A SurveySIGKDD Explorations (SIGKDD Explor.), 2023 Dongqi Fu Wenxuan Bao Ross Maciejewski Hanghang Tong Jingrui He 273 15 0 10 Jul 2023
Federated Learning of Models Pre-Trained on Different Features with Consensus GraphsConference on Uncertainty in Artificial Intelligence (UAI), 2023 Tengfei Ma T. Hoang Jie Chen FedML 119 7 0 02 Jun 2023
Federated Prompt Learning for Weather Foundation Models on DevicesInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Shen Chen Guodong Long Tao Shen Jing Jiang Tianyi Zhou FedML 216 15 0 23 May 2023
FedDWA: Personalized Federated Learning with Dynamic Weight AdjustmentInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Jiahao Liu Jiang Wu Jinyu Chen Di Wu Yipeng Zhou Di Wu FedML 202 30 0 10 May 2023
BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated LearningInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Yunchao Yang Yipeng Zhou Di Wu Di Wu Quan.Z Sheng FedML 126 10 0 09 May 2023
Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological DataInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Shen Chen Guodong Long Tao Shen Jing Jiang AI4TS 251 47 0 22 Jan 2023
Graph Learning Across Data Silos Xiang Zhang Qiao Wang 416 1 0 17 Jan 2023
Dual Personalization on Federated RecommendationInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Chunxu Zhang Guodong Long Tianyi Zhou Peng Yan Zijian Zhang Chengqi Zhang Bo Yang FedML 149 57 0 16 Jan 2023
Federated Learning on Non-IID Graphs via Structural Knowledge SharingAAAI Conference on Artificial Intelligence (AAAI), 2022 Yue Tan Yixin Liu Guodong Long Jing Jiang Qinghua Lu Chengqi Zhang FedML 230 188 0 23 Nov 2022
M3FGM:a node masking and multi-granularity message passing-based federated graph model for spatial-temporal data predictionInternational Conference on Neural Information Processing (ICONIP), 2022 Yuxing Tian Zheng Liu Yanwen Qu Song Li Jiachi Luo AI4CE 258 2 0 27 Oct 2022
Find Your Friends: Personalized Federated Learning with the Right Collaborators Yi Sui Junfeng Wen Yenson Lau Brendan Leigh Ross Jesse C. Cresswell FedML 157 12 0 12 Oct 2022
Federated Graph Machine Learning: A Survey of Concepts, Techniques, and ApplicationsSIGKDD Explorations (SIGKDD Explor.), 2022 Xingbo Fu Binchi Zhang Yushun Dong Chen Chen Jundong Li FedML OOD AI4CE 278 54 0 24 Jul 2022
Personalized Subgraph Federated LearningInternational Conference on Machine Learning (ICML), 2022 Jinheon Baek Wonyong Jeong Jiongdao Jin Jaehong Yoon Sung Ju Hwang FedML 253 79 0 21 Jun 2022
Federated Graph Neural Networks: Overview, Techniques and ChallengesIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 R. Liu Pengwei Xing Zichao Deng Anran Li Cuntai Guan Han Yu FedML 243 129 0 15 Feb 2022
SemiNLL: A Framework of Noisy-Label Learning by Semi-Supervised Learning Zhuowei Wang Jing Jiang Bo Han Lei Feng Bo An Gang Niu Guodong Long NoLa 141 18 0 02 Dec 2020