Graph Hierarchical Recurrence for Long-Range Generalization
Fuente:
arXiv
Guardado en:
| Autores principales: | Carotti, Stefano, Pacini, Marco, Gravina, Alessio, Bacciu, Davide, Lepri, Bruno, Bontorin, Sebastiano |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Non-Dissipative Graph Propagation for Non-Local Community Detection
por: Leeney, William, et al.
Publicado: (2025)
por: Leeney, William, et al.
Publicado: (2025)
Can You Hear Me Now? A Benchmark for Long-Range Graph Propagation
por: Miglior, Luca, et al.
Publicado: (2025)
por: Miglior, Luca, et al.
Publicado: (2025)
Message-Passing State-Space Models: Improving Graph Learning with Modern Sequence Modeling
por: Ceni, Andrea, et al.
Publicado: (2025)
por: Ceni, Andrea, et al.
Publicado: (2025)
A Characterization Theorem for Equivariant Networks with Point-wise Activations
por: Pacini, Marco, et al.
Publicado: (2024)
por: Pacini, Marco, et al.
Publicado: (2024)
Separation Power of Equivariant Neural Networks
por: Pacini, Marco, et al.
Publicado: (2024)
por: Pacini, Marco, et al.
Publicado: (2024)
Long Range Propagation on Continuous-Time Dynamic Graphs
por: Gravina, Alessio, et al.
Publicado: (2024)
por: Gravina, Alessio, et al.
Publicado: (2024)
Port-Hamiltonian Architectural Bias for Long-Range Propagation in Deep Graph Networks
por: Heilig, Simon, et al.
Publicado: (2024)
por: Heilig, Simon, et al.
Publicado: (2024)
Graph Diffusion that can Insert and Delete
por: Ninniri, Matteo, et al.
Publicado: (2025)
por: Ninniri, Matteo, et al.
Publicado: (2025)
Deep learning for dynamic graphs: models and benchmarks
por: Gravina, Alessio, et al.
Publicado: (2023)
por: Gravina, Alessio, et al.
Publicado: (2023)
Multi-Relational Graph Neural Network for Out-of-Domain Link Prediction
por: Sattar, Asma, et al.
Publicado: (2024)
por: Sattar, Asma, et al.
Publicado: (2024)
Improving Long-Range Interactions in Graph Neural Simulators via Hamiltonian Dynamics
por: Hoang, Tai, et al.
Publicado: (2025)
por: Hoang, Tai, et al.
Publicado: (2025)
Temporal Graph ODEs for Irregularly-Sampled Time Series
por: Gravina, Alessio, et al.
Publicado: (2024)
por: Gravina, Alessio, et al.
Publicado: (2024)
On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning
por: Arroyo, Álvaro, et al.
Publicado: (2025)
por: Arroyo, Álvaro, et al.
Publicado: (2025)
SONAR: Long-Range Graph Propagation Through Information Waves
por: Trenta, Alessandro, et al.
Publicado: (2025)
por: Trenta, Alessandro, et al.
Publicado: (2025)
Self-generated Replay Memories for Continual Neural Machine Translation
por: Resta, Michele, et al.
Publicado: (2024)
por: Resta, Michele, et al.
Publicado: (2024)
FAST: Similarity-based Knowledge Transfer for Efficient Policy Learning
por: Capurso, Alessandro, et al.
Publicado: (2025)
por: Capurso, Alessandro, et al.
Publicado: (2025)
ContinualFlow: Learning and Unlearning with Neural Flow Matching
por: Simone, Lorenzo, et al.
Publicado: (2025)
por: Simone, Lorenzo, et al.
Publicado: (2025)
Learning Causal Abstractions of Linear Structural Causal Models
por: Massidda, Riccardo, et al.
Publicado: (2024)
por: Massidda, Riccardo, et al.
Publicado: (2024)
Random-Set Graph Neural Networks
por: Woodley, Tommy, et al.
Publicado: (2026)
por: Woodley, Tommy, et al.
Publicado: (2026)
On Oversquashing in Graph Neural Networks Through the Lens of Dynamical Systems
por: Gravina, Alessio, et al.
Publicado: (2024)
por: Gravina, Alessio, et al.
Publicado: (2024)
Revisiting Glorot Initialization for Long-Range Linear Recurrences
por: Bar, Noga, et al.
Publicado: (2025)
por: Bar, Noga, et al.
Publicado: (2025)
GNN Explanations that do not Explain and How to find Them
por: Azzolin, Steve, et al.
Publicado: (2026)
por: Azzolin, Steve, et al.
Publicado: (2026)
Generative System Dynamics in Recurrent Neural Networks
por: Casoni, Michele, et al.
Publicado: (2025)
por: Casoni, Michele, et al.
Publicado: (2025)
Personalized Algorithmic Recourse with Preference Elicitation
por: De Toni, Giovanni, et al.
Publicado: (2022)
por: De Toni, Giovanni, et al.
Publicado: (2022)
Bridging Theory and Practice in Link Representation with Graph Neural Networks
por: Lachi, Veronica, et al.
Publicado: (2025)
por: Lachi, Veronica, et al.
Publicado: (2025)
Long-Range Graph Wavelet Networks
por: Guerranti, Filippo, et al.
Publicado: (2025)
por: Guerranti, Filippo, et al.
Publicado: (2025)
GRAMA: Adaptive Graph Autoregressive Moving Average Models
por: Eliasof, Moshe, et al.
Publicado: (2025)
por: Eliasof, Moshe, et al.
Publicado: (2025)
Combining Pre-Trained Models for Enhanced Feature Representation in Reinforcement Learning
por: Piccoli, Elia, et al.
Publicado: (2025)
por: Piccoli, Elia, et al.
Publicado: (2025)
Calibration of Continual Learning Models
por: Li, Lanpei, et al.
Publicado: (2024)
por: Li, Lanpei, et al.
Publicado: (2024)
Return of ChebNet: Understanding and Improving an Overlooked GNN on Long Range Tasks
por: Hariri, Ali, et al.
Publicado: (2025)
por: Hariri, Ali, et al.
Publicado: (2025)
Explaining the Explainers in Graph Neural Networks: a Comparative Study
por: Longa, Antonio, et al.
Publicado: (2022)
por: Longa, Antonio, et al.
Publicado: (2022)
On Universality Classes of Equivariant Networks
por: Pacini, Marco, et al.
Publicado: (2025)
por: Pacini, Marco, et al.
Publicado: (2025)
On Measuring Long-Range Interactions in Graph Neural Networks
por: Bamberger, Jacob, et al.
Publicado: (2025)
por: Bamberger, Jacob, et al.
Publicado: (2025)
Automatic Music Transcription using Convolutional Neural Networks and Constant-Q transform
por: Telila, Yohannis, et al.
Publicado: (2025)
por: Telila, Yohannis, et al.
Publicado: (2025)
Hyperdimensional Probe: Decoding LLM Representations via Vector Symbolic Architectures
por: Bronzini, Marco, et al.
Publicado: (2025)
por: Bronzini, Marco, et al.
Publicado: (2025)
Graph Neural Networks for temporal graphs: State of the art, open challenges, and opportunities
por: Longa, Antonio, et al.
Publicado: (2023)
por: Longa, Antonio, et al.
Publicado: (2023)
Graph-Mamba: Towards Long-Range Graph Sequence Modeling with Selective State Spaces
por: Wang, Chloe, et al.
Publicado: (2024)
por: Wang, Chloe, et al.
Publicado: (2024)
SHARP: Sleep-based Hierarchical Accelerated Replay for Long Range Non-Stationary Temporal Pattern Recognition
por: Dey, Jayanta, et al.
Publicado: (2026)
por: Dey, Jayanta, et al.
Publicado: (2026)
Zero-Shot Conditioning of Score-Based Diffusion Models by Neuro-Symbolic Constraints
por: Scassola, Davide, et al.
Publicado: (2023)
por: Scassola, Davide, et al.
Publicado: (2023)
Boosting Relational Deep Learning with Pretrained Tabular Models
por: Lachi, Veronica, et al.
Publicado: (2025)
por: Lachi, Veronica, et al.
Publicado: (2025)
Ejemplares similares
-
Non-Dissipative Graph Propagation for Non-Local Community Detection
por: Leeney, William, et al.
Publicado: (2025) -
Can You Hear Me Now? A Benchmark for Long-Range Graph Propagation
por: Miglior, Luca, et al.
Publicado: (2025) -
Message-Passing State-Space Models: Improving Graph Learning with Modern Sequence Modeling
por: Ceni, Andrea, et al.
Publicado: (2025) -
A Characterization Theorem for Equivariant Networks with Point-wise Activations
por: Pacini, Marco, et al.
Publicado: (2024) -
Separation Power of Equivariant Neural Networks
por: Pacini, Marco, et al.
Publicado: (2024)