"relational deep learning" Papers

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RelGNN: Composite Message Passing for Relational Deep Learning

Tianlang Chen, Charilaos Kanatsoulis, Jure Leskovec

ICML 2025arXiv:2502.06784
16
citations

Temporal Heterogeneous Graph Generation with Privacy, Utility, and Efficiency

Xinyu He, Dongqi Fu, Hanghang Tong et al.

ICLR 2025oral
8
citations

Position: Relational Deep Learning - Graph Representation Learning on Relational Databases

Matthias Fey, Weihua Hu, Kexin Huang et al.

ICML 2024oral