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Jinsong Chen
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Year
NAGphormer: A Tokenized Graph Transformer for Node Classification in Large Graphs
J Chen, K Gao, G Li, K He
The Eleventh International Conference on Learning Representations, 2023
1032023
Structural Robust Label Propagation on Homogeneous Graphs
Q He, J Chen, H Xu, K He
2022 IEEE International Conference on Data Mining (ICDM), 181-190, 2022
102022
Neighborhood Convolutional Graph Neural Network
J Chen, B Li, K He
Knowledge-Based Systems, 111861, 2024
62024
SignGT: Signed Attention-based Graph Transformer for Graph Representation Learning
J Chen, G Li, JE Hopcroft, K He
arXiv preprint arXiv:2310.11025, 2023
42023
PAMT: A Novel Propagation-Based Approach via Adaptive Similarity Mask for Node Classification
J Chen, B Li, Q He, K He
IEEE Transactions on Computational Social Systems, 2024
32024
Tokenized Graph Transformer with Neighborhood Augmentation for Node Classification in Large Graphs
J Chen, C Liu, K Gao, G Li, K He
arXiv preprint arXiv:2305.12677, 2023
32023
Adaptive Multi-Neighborhood Attention based Transformer for Graph Representation Learning
G Li, J Chen, K He
arXiv preprint arXiv:2211.07970, 2022
22022
NTFormer: A Composite Node Tokenized Graph Transformer for Node Classification
J Chen, S Jiang, K He
arXiv preprint arXiv:2406.19249, 2024
2024
Leveraging Contrastive Learning for Enhanced Node Representations in Tokenized Graph Transformers
J Chen, H Liu, JE Hopcroft, K He
NeurIPS 2024, 2024
2024
Diversified Node Sampling based Hierarchical Transformer Pooling for Graph Representation Learning
G Li, J Chen, JE Hopcroft, K He
arXiv preprint arXiv:2310.20250, 2023
2023
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