20 skills found
gbouritsas / GSNOfficial repository for the paper "Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting" (TPAMI'22) https://arxiv.org/abs/2006.09252
egyptdj / StaginSTAGIN: Spatio-Temporal Attention Graph Isomorphism Network
gospodima / Extended SimGNNA PyTorch Geometric implementation of SimGNN with some extensions.
russchua / Graph Isomorphism NetworksA Tensorflow 2.0 implementation of Graph Isomorphism Networks.
navid-naderi / GraphMIXImplementation code for GraphMIX: Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning
egyptdj / Graph Neural MappingPyTorch implementation of the paper Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity Analysis
HKUST-KnowComp / DualMessagePassingSource Code for AAAI 2022 paper "Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching"
yukiTakezawa / GraphIsomorphismNetworkNo description available
Starlien95 / Count GNNLearning to Count Isomorphisms with Graph Neural Networks
EmilioGarzia / EEG Emotion Recognition With GINEEG emotion recognition with graph isomorphism network (GIN)
matiasbattocchia / GinSimple implementation of a graph isomorphism network in PyTorch
AdhyaSuman / GINopicThis repository is dedicated to the paper "GINopic: Topic Modeling with Graph Isomorphism Network," accepted at NAACL 2024.
kdmsit / HAINImplementation of HAIN in paper IEEE BigDATA 2020: "Hypergraph Attention Isomorphism Network by Learning Line Graph Expansion".
drigoni / RGCVAERGCVAE: Relational Graph Conditioned Variational Autoencoder for Molecule Design
joewilaj / NbaGNNsGraph neural network models to perform link prediction on the nba and ncaa point differential graph on seasons 2013-2019, 2021.
manasi-sharma / Cs224w Ogbl DdiFinal Project for the CS22W: Machine Learning with Graphs course at Stanford University (http://web.stanford.edu/class/cs224w/) in Autumn '21. We applied graph ML techniques and networks (such as the Graph Convolutional Network, GraphSAGE Network and Graph Isomorphism Network) to the ogbl-ddi dataset (https://ogb.stanford.edu/docs/linkprop/#ogbl-ddi) for drug-drug interactions.
spk-22 / Flow A GorithmFlow-a-gorithm is an algorithm-centric framework for detecting anomalies in network traffic through graph-based modeling and subgraph analysis. This project combines subgraph isomorphism, incremental detection algorithms, and a Graph Convolutional Network (GCN) to identify suspicious patterns in dynamic network flow data.
gxCaesar / GINCM DTAGINCM-DTA, a graph isomorphism network with protein contact map representation for drug-target affinity prediction.
bishalth01 / BrainRGINExtending from the existing graph convolution networks, our approach incorporates a clustering-based embedding and graph isomorphism network method in the graph convolutional layer to reflect nature of the brain sub-network organization and efficient expression, in combination with TopK pooling and attention-based readout functions.
KamyarZeinalipour / ECG ClassificationTrain GIN (graph isomorphism network) for classifying the ECG signal by Extraction topological feature from the time series with three different methods.
