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chingyaoc / ggnn.pytorch

A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN)

graph pytorch gnns ggnn

Updated Jul 31, 2019
Python

yanx27 / 3DGNN_pytorch

3D Graph Neural Networks for RGBD Semantic Segmentation

point-cloud pytorch segmentation rgbd gnns

Updated Mar 16, 2019
Python

PonderLY / PC-GNN

(WWW 2021) Source code of PC-GNN

gnns gnn-algorithm

Updated Dec 26, 2021
Python

tech-srl / bottleneck

Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"

graph networks of the neural bottleneck on gnns over-squashing oversquashing

Updated Apr 25, 2022
Python

xmh1011 / AT-DGNN

[BIBM2024] MEEG and AT-DGNN: Improving EEG Emotion Recognition with Music Introducing and Graph-based Learning

eeg deap emotion-recognition gnns dgcnn deap-dataset

Updated Apr 22, 2025
Python

KuroginQin / OpenTLP

[ACM Computing Surveys'23] Implementations or refactor of some temporal link prediction/dynamic link prediction methods and summary of related open resources for survey paper "Temporal Link Prediction: A Unified Framework, Taxonomy, and Review" which has been accepted by ACM Computing Surveys.

survey overview attention nmf link-prediction dynamic-graph-algorithm rnns weighted-graphs gnns inductive-learning dynamic-graphs temporal-link-prediction dynamic-graph-embedding dynamic-link-prediction

Updated Nov 10, 2024
Python

shamim-hussain / egt

Edge-Augmented Graph Transformer

graphs transformer attention gnns self-attention graph-learning

Updated Jun 7, 2022
Python

nianticlabs / relpose-gnn

[3DV21] Visual Camera Re-Localization Using Graph Neural Networks and Relative Pose Supervision, M. Türkoǧlu et al.

machine-learning computer-vision deep-learning eth-zurich ucl machine-vision pose-estimation niantic relocalisation relocalization gnns graph-neural-networks gnn relative-position 3dv2021

Updated Apr 21, 2023
Python

dmitrykazhdan / Representing-Programs-with-Graphs

Re-implementation and extension of the work described in "Learning to Represent Programs with Graphs"

microsoft machine-learning graphs microsoft-machine-learning microsoft-research gnns graph-neural-networks variable-naming ml-programming programming-ml

Updated May 14, 2019
Python

wengroup / matten

MatTen: Equivariant Graph Neural Nets for Tensorial Properties of Materials

machine-learning gnns mechanical-properties equivariant-graph-neural-network elasticity-tensor materials-tensor

Updated May 28, 2025
Python

ytchx1999 / PyG-OGB-Tricks

Bags of Tricks in OGB (node classification) with GCNs.

graph-convolutional-networks gnns node-classification graph-neural-networks torch-geometric ogb open-graph-benchmark residual-connections

Updated Aug 11, 2021
Python

caio-freitas / GraphARM

An implementation of the Autoregressive Diffusion Model for Graph Generation from [Kong et al. 2023]

graphs diffusion gnns diffusion-models

Updated Jan 13, 2025
Python

AndMastro / protein-ligand-GNN

This repository contains the code for the work on protein-ligand interaction with GNNs and XAI

protein-ligand-interactions gnns xai

Updated Jan 3, 2024
Python

Graphlet-AI / graphlet

PyPi module for Graphlet AI Knowledge Graph Factory

big-data ai graph-algorithms network graphs entity-resolution pyspark graph-analytics gnns

Updated Apr 1, 2023
Python

cszhangzhen / MVPool

Hierarchical Multi-View Graph Pooling with Structure Learning (TKDE-2021)

graph-classification gnns node-classification multi-view graph-pooling

Updated Nov 2, 2022
Python

Samyu0304 / Improving-Subgraph-Recognition-with-Variation-Graph-Information-Bottleneck-VGIB-

graph neural networks, information theory, AI for Sciences

gnns interpretable cvpr2022

Updated Apr 6, 2022
Python

qbxlvnf11 / HMLET

HMLET (Hybrid-Method-of-Linear-and-non-linEar-collaborative-filTering-method)

graph nonlinear linear recommender-system gnns gating-networks

Updated Feb 28, 2022
Python

Chen-Cai-OSU / GNN-Over-Smoothing

A Note On Over-Smoothing for Graph Neural Network

gnns graph-neural-networks over-smoothing

Updated Jun 29, 2020
Python

asarigun / GraphMixerNetworks

Official Implementation of Graph Mixer Networks

geometric-deep-learning gnns mlp-mixer graphmixernets

Updated Dec 5, 2023
Python

adrianSRoman / DeepWaveTorch

DeepWave: A Recurrent Neural-Network for Real-Time Acoustic Imaging (PyTorch implementation)

deep-learning pytorch gnns sound-localization acoustic-camera graphsignalprocessing pytorch-implementation acoustic-imaging

Updated Jul 4, 2024
Python

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