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Jinsong Chen

Leveraging Contrastive Learning for Enhanced Node Representations in Tokenized Graph Transformers

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Jun 27, 2024
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NTFormer: A Composite Node Tokenized Graph Transformer for Node Classification

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Jun 27, 2024
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Diversified Node Sampling based Hierarchical Transformer Pooling for Graph Representation Learning

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Oct 31, 2023
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SignGT: Signed Attention-based Graph Transformer for Graph Representation Learning

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Oct 17, 2023
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Tokenized Graph Transformer with Neighborhood Augmentation for Node Classification in Large Graphs

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May 22, 2023
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Neighborhood Convolutional Network: A New Paradigm of Graph Neural Networks for Node Classification

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Nov 15, 2022
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Adaptive Multi-Neighborhood Attention based Transformer for Graph Representation Learning

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Nov 15, 2022
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Propagation with Adaptive Mask then Training for Node Classification on Attributed Networks

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Jun 23, 2022
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NAGphormer: Neighborhood Aggregation Graph Transformer for Node Classification in Large Graphs

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Jun 10, 2022
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Spectral Mixture Kernels with Time and Phase Delay Dependencies

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Oct 14, 2018
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