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  1. L2XGNN L2XGNN Public

    Repository of the paper "L2XGNN: Learning to Explain Graph Neural Networks", Giuseppe Serra and Mathias Niepert, Machine Learning Journal, 2024.

    Python 9

  2. MLO-lab/online-FCL MLO-lab/online-FCL Public

    Repository of the paper 'Federated Continual Learning Goes Online: Uncertainty-Aware Memory Management for Vision Tasks and Beyond", Giuseppe Serra and Florian Buettner, ICLR 2025

    Python 4 1

  3. MLO-lab/uncertainty_estimates_for_CF MLO-lab/uncertainty_estimates_for_CF Public

    Repository of the paper 'How to Leverage Predictive Uncertainty Estimates for Reducing Catastrophic Forgetting in Online Continual Learning", Giuseppe Serra, Ben Werner and Florian Buettner, TMLR 2025

    Python 1

  4. nec-research/interpreting-node-embedding nec-research/interpreting-node-embedding Public

    This repository contains code for the paper 'Interpreting Node Embedding with Text-labeled Graphs' (Serra, Xu, Niepert, Lawrence, Tino & Yao, IJCNN 2021)

    Jupyter Notebook 1 1