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Federated Graph Semantic and Structural Learning
v1v2 (latest)

Federated Graph Semantic and Structural Learning

27 June 2024
Wenke Huang
Guancheng Wan
Mang Ye
Bo Du
    FedML
ArXiv (abs)PDFHTML

Papers citing "Federated Graph Semantic and Structural Learning"

6 / 6 papers shown
Title
Learning to Reason Over Time: Timeline Self-Reflection for Improved Temporal Reasoning in Language Models
Learning to Reason Over Time: Timeline Self-Reflection for Improved Temporal Reasoning in Language Models
Adrián Bazaga
Rexhina Blloshmi
Bill Byrne
Adria de Gispert
ReLMLRM
99
1
0
07 Apr 2025
Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning
Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning
Xingbo Fu
Zihan Chen
Yinhan He
Song Wang
Binchi Zhang
Chen Chen
Jundong Li
OODFedML
193
1
0
24 Feb 2025
Homophily Heterogeneity Matters in Graph Federated Learning: A Spectrum Sharing and Complementing Perspective
Homophily Heterogeneity Matters in Graph Federated Learning: A Spectrum Sharing and Complementing Perspective
Wentao Yu
FedML
107
0
0
20 Feb 2025
Logit Calibration and Feature Contrast for Robust Federated Learning on
  Non-IID Data
Logit Calibration and Feature Contrast for Robust Federated Learning on Non-IID Data
Yu Qiao
Chaoning Zhang
Apurba Adhikary
Choong Seon Hong
FedML
75
7
0
10 Apr 2024
Federated Graph Neural Networks: Overview, Techniques and Challenges
Federated Graph Neural Networks: Overview, Techniques and Challenges
R. Liu
Pengwei Xing
Zichao Deng
Anran Li
Cuntai Guan
Han Yu
FedML
113
87
0
15 Feb 2022
Contrastive Multi-View Representation Learning on Graphs
Contrastive Multi-View Representation Learning on Graphs
Kaveh Hassani
Amir Hosein Khas Ahmadi
SSL
261
1,310
0
10 Jun 2020
1