Maskey, Sohir

6 publications

ICLR 2026 Graph Representational Learning: When Does More Expressivity Hurt Generalization? Sohir Maskey, Raffaele Paolino, Fabian Jogl, Gitta Kutyniok, Johannes F. Lutzeyer

ICLR 2026 The Price of Robustness: Stable Classifiers Need Overparameterization Jonas von Berg, Adalbert Fono, Massimiliano Datres, Sohir Maskey, Gitta Kutyniok

NeurIPS 2024 Weisfeiler and Leman Go Loopy: A New Hierarchy for Graph Representational Learning Raffaele Paolino, Sohir Maskey, Pascal Welke, Gitta Kutyniok

NeurIPS 2023 A Fractional Graph Laplacian Approach to Oversmoothing Sohir Maskey, Raffaele Paolino, Aras Bacho, Gitta Kutyniok

NeurIPS 2022 Generalization Analysis of Message Passing Neural Networks on Large Random Graphs Sohir Maskey, Ron Levie, Yunseok Lee, Gitta Kutyniok

NeurIPSW 2022 Generalized Laplacian Positional Encoding for Graph Representation Learning Sohir Maskey, Ali Parviz, Maximilian Thiessen, Hannes Stärk, Ylli Sadikaj, Haggai Maron