Structural Robust Label Propagation on Homogeneous Graphs. - Qiuting He; Jinsong Chen 002; Hao Xu 047; Kun He 001 (ICDM, 2022)

NAGphormer: Neighborhood Aggregation Graph Transformer for Node Classification in Large Graphs. - Jinsong Chen 002; Kaiyuan Gao; Gaichao Li; Kun He 001 (CoRR, 2022)

Propagation with Adaptive Mask then Training for Node Classification on Attributed Networks. - Jinsong Chen 002; Boyu Li 005; Qiuting He; Kun He 001 (CoRR, 2022)

Neighborhood Convolutional Network: A New Paradigm of Graph Neural Networks for Node Classification. - Jinsong Chen 002; Boyu Li 005; Kun He 001 (CoRR, 2022)

Adaptive Multi-Neighborhood Attention based Transformer for Graph Representation Learning. - Gaichao Li; Jinsong Chen 002; Kun He 001 (CoRR, 2022)

NAGphormer: A Tokenized Graph Transformer for Node Classification in Large Graphs. - Jinsong Chen 002; Kaiyuan Gao; Gaichao Li; Kun He 001 (ICLR, 2023)

Tokenized Graph Transformer with Neighborhood Augmentation for Node Classification in Large Graphs. - Jinsong Chen 002; Chang Liu; Kaiyuan Gao; Gaichao Li; Kun He 001 (CoRR, 2023)

SignGT: Signed Attention-based Graph Transformer for Graph Representation Learning. - Jinsong Chen 002; Gaichao Li; John E. Hopcroft; Kun He 001 (CoRR, 2023)

Diversified Node Sampling based Hierarchical Transformer Pooling for Graph Representation Learning. - Gaichao Li; Jinsong Chen 002; John E. Hopcroft; Kun He 001 (CoRR, 2023)

Leveraging Contrastive Learning for Enhanced Node Representations in Tokenized Graph Transformers. - Jinsong Chen 002; Hanpeng Liu; John E. Hopcroft; Kun He 001 (NeurIPS, 2024)

NTFormer: A Composite Node Tokenized Graph Transformer for Node Classification. - Jinsong Chen 002; Siyu Jiang; Kun He 001 (CoRR, 2024)

Neighborhood convolutional graph neural network. - Jinsong Chen 002; Boyu Li 003; Kun He 001 (Knowl. Based Syst., 2024)

PAMT: A Novel Propagation-Based Approach via Adaptive Similarity Mask for Node Classification. - Jinsong Chen 002; Boyu Li 003; Qiuting He; Kun He 001 (IEEE Trans. Comput. Soc. Syst., 2024)

Rethinking Tokenized Graph Transformers for Node Classification. - Jinsong Chen 002; Chenyang Li; Gaichao Li; John E. Hopcroft; Kun He 001 (CoRR, 2025)

DAM-GT: Dual Positional Encoding-Based Attention Masking Graph Transformer for Node Classification. - Chenyang Li; Jinsong Chen 002; John E. Hopcroft; Kun He 001 (CoRR, 2025)

NAGphormer+: A Tokenized Graph Transformer With Neighborhood Augmentation for Node Classification in Large Graphs. - Jinsong Chen 002; Chang Liu; Kaiyuan Gao; Gaichao Li; Kun He 001 (IEEE Trans. Big Data, 2025)