Lanzinger, Matthias

8 publications

ICLR 2025 Homomorphism Counts as Structural Encodings for Graph Learning Linus Bao, Emily Jin, Michael M. Bronstein, Ismail Ilkan Ceylan, Matthias Lanzinger

NeurIPSW 2024 Homomorphism Counts as Structural Encodings for Molecular Property Prediction Linus Bao, Emily Jin, Michael M. Bronstein, Ismail Ilkan Ceylan, Matthias Lanzinger

ICML 2024 Homomorphism Counts for Graph Neural Networks: All About That Basis Emily Jin, Michael M. Bronstein, Ismail Ilkan Ceylan, Matthias Lanzinger

ICLR 2024 On the Power of the Weisfeiler-Leman Test for Graph Motif Parameters Matthias Lanzinger, Pablo Barcelo

IJCAI 2023 MV-Datalog+/-: Effective Rule-Based Reasoning with Uncertain Observations (Extended Abstract) Matthias Lanzinger, Stefano Sferrazza, Georg Gottlob

IJCAI 2023 Temporal Datalog with Existential Quantification Matthias Lanzinger, Markus Nissl, Emanuel Sallinger, Przemyslaw Andrzej Walega

AAAI 2022 On the Complexity of Inductively Learning Guarded Clauses Andrei Draghici, Georg Gottlob, Matthias Lanzinger

IJCAI 2020 Semantic Width and the Fixed-Parameter Tractability of Constraint Satisfaction Problems Hubie Chen, Georg Gottlob, Matthias Lanzinger, Reinhard Pichler