graph-deep-learning

#计算机科学#Repository for benchmarking graph neural networks (JMLR 2023)

#计算机科学#Graph Neural Networks with Keras and Tensorflow 2.

Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.

Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)

Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022

#计算机科学#Bayesian Graph Neural Networks with Adaptive Connection Sampling - Pytorch

#计算机科学#GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)

#计算机科学#Locally Private Graph Neural Networks (ACM CCS 2021)

#安卓#Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.

#计算机科学#An unofficial implementation of Graph Transformer (Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification) - IJCAI 2021

#计算机科学#slientruss3d : Python for stable truss analysis and optimization tool

#自然语言处理#NLP - Semantic Role Labeling using GCN, Bert and Biaffine Attention Layer. Developed in Pytorch

An attempt at demystifying graph deep learning

Tumor2Graph: a novel Overall-Tumor-Profile-derived virtual graph deep learning for predicting tumor typing and subtyping.

#计算机科学#Antibiotic discovery using graph deep learning, with Chemprop.

#计算机科学#ProGAP: Progressive Graph Neural Networks with Differential Privacy Guarantees (WSDM 2024)

A repo for baseline of graph pooling.

#计算机科学#Source code and data of the paper entitled "iACP-GCR: Identifying multi-target anticancer compounds using multitask learning on graph convolutional residual neural networks"

Graph Deep Learning Course Presentation - Action and Emotion Recognition by Graph Convolutional Network(GCN)

#计算机科学#Deep Learning with Graph Representation of Bio-Molecules to estimate physical Properties