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sung-won-kim/README.md

Interest

  • Graph Neural Networks
    • Learning-based 3D Simulation via GNN
    • Federated Learning
    • Data-Efficient Deep Learning
  • Anything related to the tasks that can be addressed in real-world scenarios!

Homepage🏠

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  1. FedLoG FedLoG Public

    The official source code for "Subgraph Federated Learning for Local Generalizatioin (FedLoG)" at ICLR 2025 (Oral).

    Python 6

  2. TEG TEG Public

    The official source code for "Task-Equivariant Graph Few-shot Learning (TEG)" at KDD 2023.

    Python 24

  3. kaize0409/awesome-few-shot-gnn kaize0409/awesome-few-shot-gnn Public

    An index of algorithms for few-shot learning/meta-learning on graphs

    151 19