Jinsong Chen | DeepAI

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Featured Co-authors

Chang Liu
231 publications
Kai Chen
182 publications
Kun He
99 publications
Elena Marchiori
18 publications
Boyu Li
9 publications
Perry Groot
7 publications
Kaiyuan Gao
4 publications
Gaichao Li
3 publications
Qiuting He
1 publication

∙ 05/22/2023

Tokenized Graph Transformer with Neighborhood Augmentation for Node Classification in Large Graphs

Graph Transformers, emerging as a new architecture for graph representat...

0 Jinsong Chen, et al. ∙

∙ 11/15/2022

Adaptive Multi-Neighborhood Attention based Transformer for Graph Representation Learning

By incorporating the graph structural information into Transformers, gra...

0 Gaichao Li, et al. ∙

∙ 11/15/2022

Neighborhood Convolutional Network: A New Paradigm of Graph Neural Networks for Node Classification

The decoupled Graph Convolutional Network (GCN), a recent development of...

0 Jinsong Chen, et al. ∙

∙ 06/21/2022

Propagation with Adaptive Mask then Training for Node Classification on Attributed Networks

Node classification on attributed networks is a semi-supervised task tha...

0 Jinsong Chen, et al. ∙

∙ 06/10/2022

NAGphormer: Neighborhood Aggregation Graph Transformer for Node Classification in Large Graphs

Graph Transformers have demonstrated superiority on various graph learni...

0 Jinsong Chen, et al. ∙

∙ 08/07/2018

Multi-Output Convolution Spectral Mixture for Gaussian Processes

Multi-output Gaussian processes (MOGPs) are recently extended by using s...

0 Kai Chen, et al. ∙

∙ 08/03/2018

Generalized Spectral Mixture Kernels for Multi-Task Gaussian Processes

Multi-Task Gaussian processes (MTGPs) have shown a significant progress ...

0 Kai Chen, et al. ∙

∙ 08/01/2018

Spectral Mixture Kernels with Time and Phase Delay Dependencies

Spectral Mixture (SM) kernels form a powerful class of kernels for Gauss...

0 Kai Chen, et al. ∙

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