Image de couverture de livre

On the Theoretical Expressive Power and the Design Space of Higher-Order Graph Transformers

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Zhou, Cai, Yu, Rose, Wang, Yusu
Format:	Preprint
Publié:	2024
Sujets:	Machine Learning Computational Geometry General Topology
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

On the Injectivity of Euler Integral Transforms with Hyperplanes and Quadric Hypersurfaces
par: Ji, Mattie
Publié: (2023)

Representation Geometry as a Diagnostic for Out-of-Distribution Robustness
par: Zia, Ali, et autres
Publié: (2026)

Filtration-Based Representation Learning for Temporal Graphs
par: Chowdhury, Samrik, et autres
Publié: (2025)

ClusterGraph: a new tool for visualization and compression of multidimensional data
par: Dłotko, Paweł, et autres
Publié: (2024)

On the Reduction of the Spherical Point-in-Polygon Problem for Antipode-Excluding Spherical Polygons
par: Li, Ziqiang, et autres
Publié: (2023)

Expensive Homeomorphism of Convex Bodies
par: Kim, Donghan
Publié: (2025)

The Shape of Adversarial Influence: Characterizing LLM Latent Spaces with Persistent Homology
par: Fay, Aideen, et autres
Publié: (2025)

Bounding the Interleaving Distance for Mapper Graphs with a Loss Function
par: Chambers, Erin W., et autres
Publié: (2023)

Geometry-Aware Simplicial Message Passing
par: Wang, Elena Xinyi, et autres
Publié: (2026)

Exploring the Stratified Space Structure of an RL Game with the Volume Growth Transform
par: Curry, Justin, et autres
Publié: (2025)

A Distance for Geometric Graphs via the Labeled Merge Tree Interleaving Distance
par: Chambers, Erin Wolf, et autres
Publié: (2024)

PHLP: Sole Persistent Homology for Link Prediction - Interpretable Feature Extraction
par: You, Junwon, et autres
Publié: (2024)

Mixup Barcodes: Quantifying Geometric-Topological Interactions between Point Clouds
par: Wagner, Hubert, et autres
Publié: (2024)

Topological Methods in Machine Learning: A Tutorial for Practitioners
par: Coskunuzer, Baris, et autres
Publié: (2024)

Differentiable Mapper For Topological Optimization Of Data Representation
par: Oulhaj, Ziyad, et autres
Publié: (2024)

Point-Level Topological Representation Learning on Point Clouds
par: Grande, Vincent P., et autres
Publié: (2024)

Subsampling, aligning, and averaging to find circular coordinates in recurrent time series
par: Blumberg, Andrew J., et autres
Publié: (2024)

Noncommutative Model Selection and the Data-Driven Estimation of Real Cohomology Groups
par: Guzmán-Tristán, Araceli, et autres
Publié: (2024)

Persistent Homology as Stopping-Criterion for Voronoi Interpolation
par: Melodia, Luciano, et autres
Publié: (2019)

Discrete transforms of quantized persistence diagrams
par: Van Huffel, Michael Etienne, et autres
Publié: (2023)

Non-isotropic Persistent Homology: Leveraging the Metric Dependency of PH
par: Grande, Vincent P., et autres
Publié: (2023)

Cover Learning for Large-Scale Topology Representation
par: Scoccola, Luis, et autres
Publié: (2025)

Stable Vectorization of Multiparameter Persistent Homology using Signed Barcodes as Measures
par: Loiseaux, David, et autres
Publié: (2023)

Steinhaus Filtration and Stable Paths in the Mapper
par: Arendt, Dustin L., et autres
Publié: (2019)

A Normalized Bottleneck Distance on Persistence Diagrams and Homology Preservation under Dimension Reduction
par: May, Nathan H., et autres
Publié: (2023)

Euler Characteristic Tools For Topological Data Analysis
par: Hacquard, Olympio, et autres
Publié: (2023)

Persistent Homology via Finite Topological Spaces
par: Kayacan, Selçuk
Publié: (2025)

A Classification of Six Functor Formalisms via Structured Spaces
par: Nabaala, Salash Tolan
Publié: (2025)

Some remark on real algebraic maps which are topologically special generic maps and generalize the canonical projections of the unit spheres
par: Kitazawa, Naoki
Publié: (2023)

Have Graph -- Will Lift? The Case for Higher-Order Benchmarks
par: Rieck, Bastian
Publié: (2026)

Construction of real algebraic functions with prescribed preimages
par: Kitazawa, Naoki
Publié: (2023)

Reconstructing real algebraic maps locally like moment-maps with prescribed images and compositions with the canonical projections to the $1$-dimensional real affine space
par: Kitazawa, Naoki
Publié: (2023)

Topological groupoids with involution and real algebraic stacks
par: Ambrosi, Emiliano, et autres
Publié: (2025)

On the topology of real algebraic stacks
par: Ambrosi, Emiliano, et autres
Publié: (2025)

Discrete Laplacians -- spherical and hyperbolic
par: Izmestiev, Ivan, et autres
Publié: (2024)

Rational homology disk degenerations of elliptic surfaces
par: Canedo, Marcos, et autres
Publié: (2026)

Fixed point theorem for generalized Chatterjea type mappings
par: Popescu, Ovidiu, et autres
Publié: (2024)

An isometric extensor of metrics
par: Ishiki, Yoshito
Publié: (2024)

Entropy-Smooth Structures on Topological Manifolds
par: Sangha, Amandip
Publié: (2025)

Bi-Lipschitz embeddings revisited
par: Movahedi-Lankarani, H., et autres
Publié: (2025)