Image de couverture de livre

Aligning Transformers with Weisfeiler-Leman

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Müller, Luis, Morris, Christopher
Format:	Preprint
Publié:	2024
Sujets:	Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Weisfeiler-Leman at the margin: When more expressivity matters
par: Franks, Billy J., et autres
Publié: (2024)

Weisfeiler Leman for Euclidean Equivariant Machine Learning
par: Hordan, Snir, et autres
Publié: (2024)

On the Power of the Weisfeiler-Leman Test for Graph Motif Parameters
par: Lanzinger, Matthias, et autres
Publié: (2023)

Weisfeiler and Leman Go Gambling: Why Expressive Lottery Tickets Win
par: Kummer, Lorenz, et autres
Publié: (2025)

Empowering GNNs via Edge-Aware Weisfeiler-Leman Algorithm
par: Liu, Meng, et autres
Publié: (2022)

Weisfeiler-Leman Is Incomplete on Simple Spectrum Graphs, so Canonicalize Them
par: Hordan, Snir, et autres
Publié: (2026)

Weisfeiler and Leman Go Loopy: A New Hierarchy for Graph Representational Learning
par: Paolino, Raffaele, et autres
Publié: (2024)

Distance-Restricted Folklore Weisfeiler-Leman GNNs with Provable Cycle Counting Power
par: Zhou, Junru, et autres
Publié: (2023)

Weisfeiler and Leman Go Measurement Modeling: Probing the Validity of the WL Test
par: Subramonian, Arjun, et autres
Publié: (2023)

Fine-Grained Expressive Power of Weisfeiler-Leman: A Homomorphism Counting Perspective
par: Zhou, Junru, et autres
Publié: (2024)

Weisfeiler and Leman Follow the Arrow of Time: Expressive Power of Message Passing in Temporal Event Graphs
par: Heeg, Franziska, et autres
Publié: (2025)

A method for the systematic generation of graph XAI benchmarks via Weisfeiler-Leman coloring
par: Fontanesi, Michele, et autres
Publié: (2025)

Generalizable Insights for Graph Transformers in Theory and Practice
par: Stoll, Timo, et autres
Publié: (2025)

Logarithmic Weisfeiler--Leman and Treewidth
par: Levet, Michael, et autres
Publié: (2023)

Towards Principled Graph Transformers
par: Müller, Luis, et autres
Publié: (2024)

On the Weisfeiler-Leman dimension of circulant graphs
par: Wu, Yulai, et autres
Publié: (2024)

Computational complexity of the Weisfeiler-Leman dimension
par: Lichter, Moritz, et autres
Publié: (2024)

An Upper Bound on the Weisfeiler-Leman Dimension
par: Schneider, Thomas, et autres
Publié: (2024)

The Iteration Number of the Weisfeiler-Leman Algorithm
par: Grohe, Martin, et autres
Publié: (2023)

The Weisfeiler-Leman Dimension of Conjunctive Queries
par: Göbel, Andreas, et autres
Publié: (2023)

Edged Weisfeiler-Lehman Algorithm
par: Yue, Xiao, et autres
Publié: (2025)

Attending to Graph Transformers
par: Müller, Luis, et autres
Publié: (2023)

Weisfeiler-Leman on graphs of small twin-width
par: Heinrich, Irene, et autres
Publié: (2026)

Count-Free Weisfeiler--Leman and Group Isomorphism
par: Collins, Nathaniel A., et autres
Publié: (2022)

On the Parallel Complexity of Group Isomorphism via Weisfeiler-Leman
par: Grochow, Joshua A., et autres
Publié: (2021)

Gaussian process regression with Sliced Wasserstein Weisfeiler-Lehman graph kernels
par: Perez, Raphaël Carpintero, et autres
Publié: (2024)

Generalizing Weisfeiler-Lehman Kernels to Subgraphs
par: Kim, Dongkwan, et autres
Publié: (2024)

Weisfeiler and Lehman Go Categorical
par: Choi, Seongjin, et autres
Publié: (2026)

Compressing CFI Graphs and Lower Bounds for the Weisfeiler-Leman Refinements
par: Grohe, Martin, et autres
Publié: (2023)

A lower bound for the Weisfeiler-Leman dimension of circulant graphs
par: Wu, Yulai, et autres
Publié: (2025)

Extending the Design Space of Graph Neural Networks by Rethinking Folklore Weisfeiler-Lehman
par: Feng, Jiarui, et autres
Publié: (2023)

Weisfeiler and Lehman Go Paths: Learning Topological Features via Path Complexes
par: Truong, Quang, et autres
Publié: (2023)

Weisfeiler Lehman Test on Combinatorial Complexes: Generalized Expressive Power of Topological Neural Networks
par: Chen, Jiawen, et autres
Publié: (2026)

Weisfeiler-Lehman meets Events: An Expressivity Analysis for Continuous-Time Dynamic Graph Neural Networks
par: Beddar-Wiesing, Silvia, et autres
Publié: (2025)

Symmetry-Invariant Novelty Heuristics via Unsupervised Weisfeiler-Leman Features
par: Chen, Dillon Z.
Publié: (2025)

Canonizing Graphs of Bounded Rank-Width in Parallel via Weisfeiler--Leman
par: Levet, Michael, et autres
Publié: (2023)

Return-Aligned Decision Transformer
par: Tanaka, Tsunehiko, et autres
Publié: (2024)

Beyond Weisfeiler-Lehman: A Quantitative Framework for GNN Expressiveness
par: Zhang, Bohang, et autres
Publié: (2024)

The Sherali-Adams and Weisfeiler-Leman hierarchies in (Promise Valued) Constraint Satisfaction Problems
par: Barto, Libor, et autres
Publié: (2024)

How Hard Is It for Message-Passing GNNs to Simulate One Weisfeiler-Lehman Color-Refinement Step?
par: Cui, Guanyu, et autres
Publié: (2024)