2025 "graph-structured data" Papers

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Beyond Random Masking: When Dropout meets Graph Convolutional Networks

Yuankai Luo, Xiao-Ming Wu, Hao Zhu

ICLR 2025poster
5
citations

Greener GRASS: Enhancing GNNs with Encoding, Rewiring, and Attention

Tongzhou Liao, Barnabás Póczos

ICLR 2025posterarXiv:2407.05649

On the Stability of Graph Convolutional Neural Networks: A Probabilistic Perspective

Ning Zhang, Henry Kenlay, Li Zhang et al.

NeurIPS 2025posterarXiv:2506.01213

Precedence-Constrained Winter Value for Effective Graph Data Valuation

Hongliang Chi, Wei Jin, Charu Aggarwal et al.

ICLR 2025posterarXiv:2402.01943
6
citations