Andreas Roth
Top Reviewer, NeurIPS 2024. Other Scientific Activities Program Committee member, Workshop on Mining and Learning with Graphs , ECML-PKDD 2024 Reviewer: NeurIPS 2024, LoG 2024, ICLR 2025, Machine Learning [...] Publications 2024 A. Roth, F. Bause, N. M. Kriege, and T. Liebig, “Preventing Representational Rank Collapse in MPNNs by Splitting the Computational Graph,” in Learning on Graphs Conference , 2024. PMLR. ( [...] ( LoG 2024 ) 2023 A. Roth and T. Liebig, “Rank Collapse Causes Over-Smoothing and Over-Correlation in Graph Neural Networks,” in Learning on Graphs Conference (pp. 35-1), 2023. PMLR. ( LoG 2023 ) A. Roth …