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    10 repositories

    • Elliptic2

      Public
      Official guide of using the Elliptic2 dataset introduced by the paper "The Shape of Money Laundering: Subgraph Representation Learning on the Blockchain with the Elliptic2 Dataset"
      Python
      •
      Apache License 2.0
      •4•17•1•0•Updated Jan 23, 2025Jan 23, 2025

    • RevTrack

      Public
      [ICAIF 2024 Oral] Official PyTorch Implementation of "Identifying Money Laundering Subgraphs on the Blockchain"
      Python
      •
      Other
      •0•4•0•0•Updated Oct 16, 2024Oct 16, 2024

    • SALIENT_plusplus

      Public
      The official SALIENT++ system described in the paper "Communication-Efficient Graph Neural Networks with Probabilistic Neighborhood Expansion Analysis and Caching".
      C++
      •
      Apache License 2.0
      •3•6•2•0•Updated Jul 28, 2023Jul 28, 2023

    • SALIENT

      Public
      The official SALIENT system described in the paper "Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and Pipelining".
      C++
      •
      Apache License 2.0
      •7•38•0•0•Updated Jun 28, 2023Jun 28, 2023

    • METIS-GKlib

      Public
      Small modifications to METIS build to include GKlib so that its easier to install dependent libraries related to SALIENT++.
      C
      •
      Other
      •0•0•1•0•Updated May 17, 2023May 17, 2023

    • SALIENT_plusplus_artifact

      Public
      Artifact for the MLSys 2023 paper "Communication-Efficient Graph Neural Networks with Probabilistic Neighborhood Expansion Analysis and Caching"
      C++
      •
      Apache License 2.0
      •0•4•1•0•Updated May 3, 2023May 3, 2023

    • torch-metis

      Public
      Version of pytorch-metis that has bindings that directly accept pytorch tensors for constructing metis graphs. No data copies are required to convert from pytorch CSR and Metis's graph representation because METIS uses CSR internally.
      Python
      •
      Other
      •0•1•0•0•Updated Apr 1, 2023Apr 1, 2023

    • SALIENT_artifact

      Public
      Artifact evaluation of the paper "Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and Pipelining"
      C++
      •
      Apache License 2.0
      •3•24•1•0•Updated Mar 7, 2022Mar 7, 2022

    • dgl

      Public
      Python package built to ease deep learning on graph, on top of existing DL frameworks.
      Python
      •
      Apache License 2.0
      •3k•0•0•0•Updated Mar 4, 2022Mar 4, 2022

    • ogb

      Public
      Benchmark datasets, data loaders, and evaluators for graph machine learning
      Python
      •
      MIT License
      •403•0•0•0•Updated Mar 16, 2021Mar 16, 2021