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Chengyao Xie's Projects

gnn icon gnn

GNN tf-python implementation of The Graph Neural Network Model

gnn_tf_2.x icon gnn_tf_2.x

Graph Neural Network Model implemented in Tensorflow 2.x

graphcl icon graphcl

[NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen

hgcn icon hgcn

Hyperbolic Graph Convolutional Networks in PyTorch.

hgnn icon hgnn

Hyperbolic Graph Neural Networks

hgraph-cl icon hgraph-cl

Code for COLING 2022 paper: Modeling Intra- and Inter-Modal Relations: Hierarchical Graph Contrastive Learning for Multimodal Sentiment Analysis

hyperbolic_nn icon hyperbolic_nn

Source code for the paper "Hyperbolic Neural Networks", https://arxiv.org/abs/1805.09112

hyperbrain icon hyperbrain

Hyperbolic embeddings using hyperbolic graph convulutional network and contrastive learning. Changes of hierachical structure are found between patients in the early stage of the Alzhiemer's Disease Cascase. A collaboration between MIT and Universidad Completense de Madrid.

mgcl icon mgcl

The complete codes of the paper "Multimodal Graph Contrastive Learning for Recommendation"

mmgl icon mmgl

Multi-modal Graph learning for Disease Prediction (IEEE Trans. on Medical imaging, TMI2022)

msicl icon msicl

Improving Graph Collaborative Filtering with Multimodal-Side-Information-enriched Contrastive Learning

ncpu-web icon ncpu-web

multi-threaded library that browser run function worker

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