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Skydvn-PNU
DG
FDG
Federated Segmentation
Federated Unlearning - Adversarial Recovery
Decentralized MARL
VLM
LLM-ComSoc
Diffusion Models
Protein Foldings
Reasoning/Symbolic: A Survey
Decentralized MARL: A survey
Resource Allocation - SemCom: A survey
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SubGraph-FL
WorldModel-DRL
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SubGraph-FL
Paper Name
Conf./Jour.
Year
Link
Categories
Key
Type
LaTeX: Math
Concept
Recent issues
Motivations
Contributions
Evaluation List
Target
Model Architecture
Data
Detailed Method (If good paper)
Column 18
Paper Name
Conf./Jour.
Year
Link
Categories
Key
Type
LaTeX: Math
Concept
Recent issues
Motivations
Contributions
Evaluation List
Target
Model Architecture
Data
Detailed Method (If good paper)
Column 18
Personalized Subgraph Federated Learning
ICML
2023
Subgraph Federated Learning with Missing Neighbor Generation
NIPS
Curriculum Guided Personalized Subgraph Federated Learning
CIKM
2025
FedGTA: Topology-aware Averaging for Federated Graph Learning
VLDB
2023
Subgraph Federated Learning for Local Generalization
ICLR
2025
FedGCN: Convergence-Communication Tradeoffs in Federated Training of Graph Convolutional Networks
NIPS
2024
Federated Learning on Non-IID Graphs via Structural Knowledge Sharing.
AAAI
2023
Federated Graph Classification over Non-IID Graphs
NIPS
2021
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