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@gdmnl

Graph Analysis and Data System Lab

Graph Analysis and Data System Lab @ CCDS, NTU

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  1. Spectral-GNN-Benchmark Spectral-GNN-Benchmark Public

    A PyG-based package of spectral GNNs with benchmark evaluations.

    Jupyter Notebook 14 3

  2. SCARA-PPR SCARA-PPR Public

    The original code for SCARA: Scalable Graph Neural Networks with Feature-Oriented Optimization (VLDB 2022) and Scalable Decoupling Graph Neural Networks with Feature-Oriented Optimization (VLDBJ 2023)

    C++ 13

  3. LD2 LD2 Public

    The origianl code for "LD2: Scalable Heterophilous Graph Neural Network with Decoupled Embeddings", NeurIPS 2023

    Python 6

  4. GENTI GENTI Public

    This is the original code for "GENTI: GPU-powered Walk-based Subgraph Extraction for Scalable Representation Learning on Dynamic Graphs" (VLDB 2024).

    Python 5

  5. Agenda Agenda Public

    C++ 3 1

  6. group-doc group-doc Public

    Public pages for group members

    2

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