Andreas Roth
Selected Publications 2025 A. Roth and T. Liebig, “What Can We Learn From MIMO Graph Convolutions?,” in International Joint Conference on Artificial Intelligence, 2025. ( IJCAI 2025 ) V. Lachi, A. Moallemy-Oureh [...] Workshop on Mining and Learning with Graphs , ECML-PKDD 2024 Reviewer: NeurIPS 2024, LoG 2024, ICLR 2025, ICML 2025, Machine Learning Journal [...] Welke, “Expressive Pooling for Graph Neural Networks,” in Transactions on Machine Learning Research, 2025. ( TMLR ) 2024 A. Roth, F. Bause, N. M. Kriege, and T. Liebig, “Preventing Representational Rank Collapse …