Zhang, Shengzhong

4 publications

NeurIPS 2025 Geometric Imbalance in Semi-Supervised Node Classification Liang Yan, Shengzhong Zhang, Bisheng Li, Menglin Yang, Chen Yang, Min Zhou, Weiyang Ding, Yutong Xie, Zengfeng Huang

TMLR 2025 Understanding Class Bias Amplification in Graph Representation Learning Shengzhong Zhang, Wenjie Yang, Yimin Zhang, Hongwei Zhang, Zengfeng Huang

ICLR 2024 StructComp: Substituting Propagation with Structural Compression in Training Graph Contrastive Learning Shengzhong Zhang, Wenjie Yang, Xinyuan Cao, Hongwei Zhang, Zengfeng Huang

NeurIPS 2023 Rethinking Semi-Supervised Imbalanced Node Classification from Bias-Variance Decomposition Divin Yan, Gengchen Wei, Chen Yang, Shengzhong Zhang, Zengfeng Huang