STFL: A Temporal-Spatial Federated Learning Framework for Graph Neural
Networks

STFL: A Temporal-Spatial Federated Learning Framework for Graph Neural Networks

12 November 2021

Papers citing "STFL: A Temporal-Spatial Federated Learning Framework for Graph Neural Networks"

12 / 12 papers shown

Title
FedHERO: A Federated Learning Approach for Node Classification Task on Heterophilic Graphs Zihan Chen Xingbo Fu Yushun Dong Jundong Li Cong Shen FedML 64 0 0 29 Apr 2025
GRAIN: Exact Graph Reconstruction from Gradients Maria Drencheva Ivo Petrov Maximilian Baader Dimitar I. Dimitrov Martin Vechev FedML 36 0 0 03 Mar 2025
FedGraph: A Research Library and Benchmark for Federated Graph Learning Yuhang Yao Yuan Li Xinyi Fan Junhao Li Kay Liu Weizhao Jin Srivatsan Ravi Philip S. Yu Carlee Joe-Wong FedML 16 0 0 08 Oct 2024
Safety in Graph Machine Learning: Threats and Safeguards Song Wang Yushun Dong Binchi Zhang Zihan Chen Xingbo Fu Yinhan He Cong Shen Chuxu Zhang Nitesh V. Chawla Jundong Li 30 7 0 17 May 2024
Rethinking Personalized Federated Learning with Clustering-based Dynamic Graph Propagation Jiaqi Wang Yuzhong Chen Yuhang Wu Mahashweta Das Hao-Yu Yang Fenglong Ma FedML 20 6 0 29 Jan 2024
Spatio-Temporal Graph Neural Networks: A Survey Zahraa Al Sahili M. Awad GNN AI4TS 14 23 0 25 Jan 2023
Federated Learning on Non-IID Graphs via Structural Knowledge Sharing Yue Tan Yixin Liu Guodong Long Jing Jiang Qinghua Lu Chengqi Zhang FedML 29 122 0 23 Nov 2022
Federated Graph Machine Learning: A Survey of Concepts, Techniques, and Applications Xingbo Fu Binchi Zhang Yushun Dong Chen Chen Jundong Li FedML OOD AI4CE 8 35 0 24 Jul 2022
An Adaptive Federated Relevance Framework for Spatial Temporal Graph Learning Tiehua Zhang Yuze Liu Zhishu Shen Ruiqian Xu Xin Chen Xiaowei Huang Xi Zheng FedML AI4TS 16 7 0 07 Jun 2022
Trustworthy Graph Neural Networks: Aspects, Methods and Trends He Zhang Bang Wu Xingliang Yuan Shirui Pan Hanghang Tong Jian Pei 34 98 0 16 May 2022
Federated Graph Neural Networks: Overview, Techniques and Challenges R. Liu Pengwei Xing Zichao Deng Anran Li Cuntai Guan Han Yu FedML 19 81 0 15 Feb 2022
GPS: A Policy-driven Sampling Approach for Graph Representation Learning Tiehua Zhang Yuze Liu Xin Chen Xiaowei Huang Feng Zhu Xi Zheng 11 6 0 29 Dec 2021