Lanzinger, Matthias

1. Homomorphism Counts for Graph Neural Networks: All About That Basis
   2024/02/13 by Emily Jin, Michael Bronstein, Jin, Emily +6 · 2 voices · 3 citations
   Computer Science · #Advanced Graph Neural Networks #Neural Networks and Applications #cs.LG
2. Homomorphism Counts as Structural Encodings for Graph Learning
   2024/10/24 by Emily Jin, Bao, Linus, Michael M. Bronstein +6 · 4 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Text and Document Classification Technologies
3. The Complexity of Pattern Counting in Directed Graphs, Parameterised by the Outdegree
   2022/11/03 by Bressan, Marco, Lanzinger, Matthias, Roth, Marc · 2 citations
   #Computational Complexity (cs.CC) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences