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graph-auto-encoder

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TrustAGI-Lab /Awesome-Graph-Neural-Networks

Paper Lists for Graph Neural Networks

deep-learning convolutional-networks graph-attention graph-network generated-graphs graph-auto-encoder

UpdatedDec 29, 2023

VGraphRNN /VGRNN

Variational Graph Recurrent Neural Networks - PyTorch

representation-learning variational-inference link-prediction graph-convolutional-networks variational-autoencoder variational-autoencoders graph-embedding graph-neural-networks graph-representation-learning node-embedding dynamic-graphs graph-auto-encoder graph-neural-network

UpdatedJul 8, 2020
Python

HKUDS /AdaGCL

[KDD'2023] "AdaGCL: Adaptive Graph Contrastive Learning for Recommendation"

recommender-systems data-augmentation graph-neural-networks graph-auto-encoder contrastive-learning

UpdatedMar 17, 2024
Python

sseung0703 /GALA_TF2.0

Tensorflow 2.0 implementation of "Symmetric Graph Convolutional Autoencoder for Unsupervised Graph Representation Learning" in ICCV2019

tensorflow2 graph-auto-encoder tensorflow-2-example

UpdatedJan 4, 2020
Python

AstraZeneca /NESS

Official implementation of "NESS: Node Embeddings from Static Subgraphs"

graph link-prediction subgraph self-supervised-learning node-embedding graph-auto-encoder contrastive-learning

UpdatedMay 30, 2023
Python

MihirBafna /clarify

Multi-level Graph Autoencoder (GAE) to clarify cell cell interactions and gene regulatory network inference from spatially resolved transcriptomics

gene-regulatory-network graph-auto-encoder cell-cell-interaction

UpdatedJan 9, 2025
Jupyter Notebook

CuiTianyu961030 /GALG

The repository of GALG, a graph-based artificial intelligence approach to link addresses for user tracking on TLS encrypted traffic. The work has been accepted as ECML/PKDD 2022 accepted Paper.

link-prediction user-tracking graph-neural-networks graph-auto-encoder link-generation

UpdatedJun 19, 2022
Python

eccvanonymous /Ad-HGFormer

[ECCV 2024]Temporary code for "Ad-HGformer: An Adaptive HyperGraph Transformer for Skeletal Action Recognition"

human-activity-recognition hypergraph human-action-recognition skeleton-based-action-recognition graph-attention graph-auto-encoder hypergraph-neural-networks graphneuralnetwork graphconvoltution graphtransformer adaptive-graph hypergraph-transformer

UpdatedMay 17, 2024
Python

keyvan-amiri /GAE-GAT

This is the complementary repository for "Payment fraud identification by means of business process anomaly detection", the master thesis of Keyvan Amiri Elyasi submitted at the Junior Professorship of Management Analytics, University of Mannheim (July 2022)

business-process-management graph-attention-networks anomaly-detection-models graph-auto-encoder payment-fraud

UpdatedJul 25, 2022
Jupyter Notebook

HySonLab /WaveletPE

Range-aware Graph Positional Encoding via High-order Pretraining: Theory and Practice

high-order wavelet-transform graph-wavelets graph-neural-networks graph-representation-learning graph-auto-encoder multiresolution-analysis graph-pretraining

UpdatedNov 12, 2025
Python

Djasingh /Topic_Influence

Impact of topic drift on research outcome of a research group.

pytorch scrapy topic-modeling network-analysis latent-dirichlet-allocation gcn graph-auto-encoder

UpdatedMar 14, 2024
Jupyter Notebook

Birunda3000 /GNNs_X_GAE-S_cla

Repositório de TCC com pipeline completo para experimentos com GNNs: geração de embeddings (GAE/VGAE), avaliação com múltiplos classificadores e ambiente reproduzível via Dev Containers.

data-science deep-learning gae embeddings gnns node-classification graph-neural-networks graph-auto-encoder vgae

UpdatedFeb 18, 2026
Python

Illumanizer /gnn-node-embedding-and-link-prediction

Implementation of GNN - Node embeddings, classification & Link Prediction on CORA & soc-hamsterster dataset

link-prediction graph-attention-networks node-classification graph-auto-encoder node-embeddings node2vec-embeddings gnn-model deep-embeddings optuna-optimization

UpdatedDec 7, 2025
Jupyter Notebook

VeryBigsilver /SUSject-Mal_PDF_Detector

Malicious PDF Detector by (random forest & GNN(GAE))

random-forest detection pdf-malware gnn graph-auto-encoder ai-based

UpdatedNov 1, 2025
Python

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