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1. 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++ 12

2. Spectral-GNN-Benchmark Spectral-GNN-Benchmark Public

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

   Jupyter Notebook 11 3

3. LD2 LD2 Public

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

   Python 5

4. Agenda Agenda Public

   C++ 3 1

5. 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 3

6. group-doc group-doc Public

   Public pages for group members

   2