华中师范大学教师主页陈劲松论文成果中文主页

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陈劲松

特任副研究员

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陈劲松

特任副研究员

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论文成果

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.Jinsong Chen, Chenyang Li, Gaichao Li, John E Hopcroft, Kun He. Rethinking Tokenized Graph Transformer for Node Classification. Proceedings of the Annual Conference on Neural Information Processing Systems (NeurIPS), 2025.
.Jinsong Chen, Hanpeng Liu, John E Hopcroft, Kun He. Leveraging Contrastive Learning for Enhanced Node Representations in Tokenized Graph Transformers. Proceedings of the Annual Conference on Neural Information Processing Systems (NeurIPS), 2024.
.Jinsong Chen, Kaiyuan Gao, Gaichao Li, Kun He. NAGphormer: A Tokenized Graph Transformer for Node Classification in Large Graphs. Proceedings of the International Conference on Learning Representations (ICLR), 2023.
.Jinsong Chen, Boyu Li, Kun He. Neighborhood Convolutional Graph Neural Network. Knowledge-based Systems. 295.2024. 111861.
.Jinsong Chen, Chang Liu, Kaiyuan Gao, Gaichao Li, Kun He. NAGphormer+: A Tokenized Graph Transformer with Neighborhood Augmentation for Node Classification in Large Graphs. IEEE Transactions on Big Data. DOI: 10.1109/TBDATA.2024.3524081.
.Jinsong Chen, Boyu Li, Qiuting He, Kun He. PAMT: A Novel Propagation-Based Approach via Adaptive Similarity Mask for Node Classification. IEEE Transactions on Computational Social Systems. DOI: 10.1109/TCSS.2024.3387487.
.Jinsong Chen, Siyu Jiang, Kun He. NTFormer: A Composite Node Tokenized Graph Transformer for Node Classification. IEEE Transactions on Big Data, 2025.
.Jinsong Chen, Meng Wang, Kun He. Hybrid Long-Range Dependency-Aware Graph Convolutional Network for Node Classification. Knowledge and Information Systems, 2025.
.Gaichao Li, Jinsong Chen, Yangzhe Peng, Kun He. Tokenized Heterogeneous Graph Transformers with Enhanced Local and Global Representation Learning. ACM Transactions on Knowledge Discovery from Data, 2026. (共同一作)
.Gaichao Li, Jinsong Chen, Kun He. GTPool: Graph Transformer Pooling with Diverse Sampling. IEEE Transactions on Big Data. DOI: 10.1109/TBDATA.2025.3588080. (共同一作)

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