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

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.

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

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

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

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

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

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

Paper Lists for Graph Neural Networks

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

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)

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.

Variational Graph Recurrent Neural Networks - PyTorch

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