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ada-ugnn

A Unified View on Graph Neural Networks as Graph Signal Denoising

autoprompt

AutoPrompt: Automatic Prompt Construction for Masked Language Models.

bertgcn

bot

Implementation of "Bag of Tricks for Node Classification with Graph Neural Networks" based on DGL

censnet

chatrwkv

ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.

cola

Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning (CoLA), TNNLS-21

cpgnn

cs224w

Stanford cs224w gnn notes and colabs

deepwalk

dgi

Deep Graph Infomax (https://arxiv.org/abs/1809.10341)

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dynsage

A rough GSL work DynSAGE of my graduation project

easyvtuber

tha3, but run 40fps on 3080 with virtural webcam support

egat

exactinference

fcn-pytorch

flat-lattice-transformer

code for ACL 2020 paper: FLAT: Chinese NER Using Flat-Lattice Transformer

gaug

AAAI'21: Data Augmentation for Graph Neural Networks

gca

[WWW 2021] Source code for "Graph Contrastive Learning with Adaptive Augmentation"

geom-gcn

gnn-lf-hf

WWW2021: Interpreting and Unifying Graph Neural Networks with An Optimization Framework

gnn-model-explainer

gnn explainer

graph-structure-estimation-neural-networks

Source code for WWW 2021 paper "Graph Structure Estimation Neural Networks"

gsl-bm-gcn

The code of paper "Block Modeling-Guided Graph Convolutional Neural Networks".

gsl-glcn

Graph Learning Convolution Network

gslb

A comprehensive benchmark of Graph Structure Learning (NeurIPS 2023 Datasets and Benchmarks Track)

h2gcn

Boost learning for GNNs from the graph structure under challenging heterophily settings. (NeurIPS'20)

hello-world

ddddd~

heterophilousdatasets