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Dongsheng Luo's Projects

asr icon asr

Attentive Social Recommendation: Towards User And Item Diversities

csrankings icon csrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

deepergnn icon deepergnn

UnOfficial tf implementation of "Towards Deeper Graph Neural Networks" [KDD2020]

dmgc icon dmgc

Deep Multi-Graph Clustering via Attentive Cross-Graph Association

dropedge-tf icon dropedge-tf

DropEdge: Towards Deep Graph Convolutional Networks on Node Classification

gcn_tf2 icon gcn_tf2

Implementation of Graph Convolutional Network with TensorFlow 2

graph_neighborhood_1 icon graph_neighborhood_1

First and Complementary Neighborhood Combination of Adjacency Matrix for Graph Learning

graphsage icon graphsage

Representation learning on large graphs using stochastic graph convolutions.

l0.pytorch icon l0.pytorch

an implementation of L0 regularization with PyTorch

mqlc icon mqlc

On Multi-Query Local Community Detection

mrwr icon mrwr

Implementation of algorithm MRWR in Paper "Local Graph Clustering by Multi-network Random Walk with Restart".

ndcc icon ndcc

A Collective Approach to Scholar Name Disambiguation

ptdnet icon ptdnet

Learning to Drop: Robust Graph Neural Network via Topological Denoising & Robust Graph Representation Learning via Neural Sparsification

rwm icon rwm

Local Community Detection in Multiple Netwrks

simclr icon simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

supcontrast icon supcontrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

transformers icon transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

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