Effective Resistance Rewiring: A Simple Topological Correction for Over-Squashing
Fuente:
arXiv
Saved in:
| Main Authors: | Miquel-Oliver, Bertran, Gil-Sorribes, Manel, Guallar, Victor, Molina, Alexis |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Addressing Model Overcomplexity in Drug-Drug Interaction Prediction With Molecular Fingerprints
by: Gil-Sorribes, Manel, et al.
Published: (2025)
by: Gil-Sorribes, Manel, et al.
Published: (2025)
Tensor-DTI: Enhancing Biomolecular Interaction Prediction with Contrastive Embedding Learning
by: Gil-Sorribes, Manel, et al.
Published: (2026)
by: Gil-Sorribes, Manel, et al.
Published: (2026)
Graph Rewiring in GNNs to Mitigate Over-Squashing and Over-Smoothing: A Survey
by: Attali, Hugo, et al.
Published: (2026)
by: Attali, Hugo, et al.
Published: (2026)
Graph Rewiring in GNNs to Mitigate Over-Squashing and Over-Smoothing: A Survey
by: Attali, Hugo, et al.
Published: (2024)
by: Attali, Hugo, et al.
Published: (2024)
Character-level Tokenizations as Powerful Inductive Biases for RNA Foundational Models
by: Morales-Pastor, Adrián, et al.
Published: (2024)
by: Morales-Pastor, Adrián, et al.
Published: (2024)
Adaptive Graph Rewiring to Mitigate Over-Squashing in Mesh-Based GNNs for Fluid Dynamics Simulations
by: Seo, Sangwoo, et al.
Published: (2025)
by: Seo, Sangwoo, et al.
Published: (2025)
gLSTM: Mitigating Over-Squashing by Increasing Storage Capacity
by: Blayney, Hugh, et al.
Published: (2025)
by: Blayney, Hugh, et al.
Published: (2025)
On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning
by: Arroyo, Álvaro, et al.
Published: (2025)
by: Arroyo, Álvaro, et al.
Published: (2025)
Improving Spatio-Temporal Residual Error Propagation by Mitigating Over-Squashing
by: Moghadas, Seyed Mohamad, et al.
Published: (2026)
by: Moghadas, Seyed Mohamad, et al.
Published: (2026)
Active Learning-Guided Seq2Seq Variational Autoencoder for Multi-target Inhibitor Generation
by: Vilalta-Mor, Júlia, et al.
Published: (2025)
by: Vilalta-Mor, Júlia, et al.
Published: (2025)
Scoreformer: A Surrogate Model For Large-Scale Prediction of Docking Scores
by: Ciudad, Álvaro, et al.
Published: (2024)
by: Ciudad, Álvaro, et al.
Published: (2024)
Over-Squashing in GNNs and Causal Inference of Rewiring Strategies
by: Saber, Danial, et al.
Published: (2025)
by: Saber, Danial, et al.
Published: (2025)
ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain
by: Bernárdez, Guillermo, et al.
Published: (2024)
by: Bernárdez, Guillermo, et al.
Published: (2024)
PANDA: Expanded Width-Aware Message Passing Beyond Rewiring
by: Choi, Jeongwhan, et al.
Published: (2024)
by: Choi, Jeongwhan, et al.
Published: (2024)
Dynamic Triangulation-Based Graph Rewiring for Graph Neural Networks
by: Attali, Hugo, et al.
Published: (2025)
by: Attali, Hugo, et al.
Published: (2025)
Modality as Heterogeneity: Node Splitting and Graph Rewiring for Multimodal Graph Learning
by: Zhang, Yihan, et al.
Published: (2026)
by: Zhang, Yihan, et al.
Published: (2026)
On the Complexity of Optimal Graph Rewiring for Oversmoothing and Oversquashing in Graph Neural Networks
by: Chehreghani, Mostafa Haghir
Published: (2026)
by: Chehreghani, Mostafa Haghir
Published: (2026)
Structural Invariance Matters: Rethinking Graph Rewiring through Graph Metrics
by: Benoit, Alexandre, et al.
Published: (2025)
by: Benoit, Alexandre, et al.
Published: (2025)
RDBLearn: Simple In-Context Prediction Over Relational Databases
by: Zhang, Yanlin, et al.
Published: (2026)
by: Zhang, Yanlin, et al.
Published: (2026)
Simple and Effective Specialized Representations for Fair Classifiers
by: Sinigaglia, Alberto, et al.
Published: (2025)
by: Sinigaglia, Alberto, et al.
Published: (2025)
A Simple and Effective Method for Uncertainty Quantification and OOD Detection
by: Ma, Yaxin, et al.
Published: (2025)
by: Ma, Yaxin, et al.
Published: (2025)
Joint Hypergraph Rewiring and Memory-Augmented Forecasting Techniques in Digital Twin Technology
by: Sakhinana, Sagar Srinivas, et al.
Published: (2024)
by: Sakhinana, Sagar Srinivas, et al.
Published: (2024)
Simple and Effective Transfer Learning for Neuro-Symbolic Integration
by: Daniele, Alessandro, et al.
Published: (2024)
by: Daniele, Alessandro, et al.
Published: (2024)
Temporal Graph Rewiring with Expander Graphs
by: Petrović, Katarina, et al.
Published: (2024)
by: Petrović, Katarina, et al.
Published: (2024)
DynaTab: Dynamic Feature Ordering as Neural Rewiring for High-Dimensional Tabular Data
by: Habib, Al Zadid Sultan Bin, et al.
Published: (2026)
by: Habib, Al Zadid Sultan Bin, et al.
Published: (2026)
Many AI Analysts, One Dataset: Navigating the Agentic Data Science Multiverse
by: Bertran, Martin, et al.
Published: (2026)
by: Bertran, Martin, et al.
Published: (2026)
A Ridge Too Far: Correcting Over-Shrinkage via Negative Regularization
by: Kim, Dongseok, et al.
Published: (2025)
by: Kim, Dongseok, et al.
Published: (2025)
MolMix: A Simple Yet Effective Baseline for Multimodal Molecular Representation Learning
by: Manolache, Andrei, et al.
Published: (2024)
by: Manolache, Andrei, et al.
Published: (2024)
sHGCN: Simplified hyperbolic graph convolutional neural networks
by: Arévalo, Pol, et al.
Published: (2025)
by: Arévalo, Pol, et al.
Published: (2025)
Quotient Geometry, Effective Curvature, and Implicit Bias in Simple Shallow Neural Networks
by: Dong, Hang-Cheng, et al.
Published: (2026)
by: Dong, Hang-Cheng, et al.
Published: (2026)
Merge then Realign: Simple and Effective Modality-Incremental Continual Learning for Multimodal LLMs
by: Zhang, Dingkun, et al.
Published: (2025)
by: Zhang, Dingkun, et al.
Published: (2025)
NBDI: A Simple and Effective Termination Condition for Skill Extraction from Task-Agnostic Demonstrations
by: Kim, Myunsoo, et al.
Published: (2025)
by: Kim, Myunsoo, et al.
Published: (2025)
Smoothness Really Matters: A Simple Yet Effective Approach for Unsupervised Graph Domain Adaptation
by: Chen, Wei, et al.
Published: (2024)
by: Chen, Wei, et al.
Published: (2024)
Greener GRASS: Enhancing GNNs with Encoding, Rewiring, and Attention
by: Liao, Tongzhou, et al.
Published: (2024)
by: Liao, Tongzhou, et al.
Published: (2024)
Simple and Effective Masked Diffusion Language Models
by: Sahoo, Subham Sekhar, et al.
Published: (2024)
by: Sahoo, Subham Sekhar, et al.
Published: (2024)
Transform then Explore: a Simple and Effective Technique for Exploratory Combinatorial Optimization with Reinforcement Learning
by: Pu, Tianle, et al.
Published: (2024)
by: Pu, Tianle, et al.
Published: (2024)
A Simple and Effective Pruning Approach for Large Language Models
by: Sun, Mingjie, et al.
Published: (2023)
by: Sun, Mingjie, et al.
Published: (2023)
Cross-Space Adaptive Filter: Integrating Graph Topology and Node Attributes for Alleviating the Over-smoothing Problem
by: Huang, Chen, et al.
Published: (2024)
by: Huang, Chen, et al.
Published: (2024)
Incorporating Exponential Smoothing into MLP: A Simple but Effective Sequence Model
by: Chu, Jiqun, et al.
Published: (2024)
by: Chu, Jiqun, et al.
Published: (2024)
Sky of Unlearning (SoUL): Rewiring Federated Machine Unlearning via Selective Pruning
by: Zaman, Md Mahabub Uz, et al.
Published: (2025)
by: Zaman, Md Mahabub Uz, et al.
Published: (2025)
Similar Items
-
Addressing Model Overcomplexity in Drug-Drug Interaction Prediction With Molecular Fingerprints
by: Gil-Sorribes, Manel, et al.
Published: (2025) -
Tensor-DTI: Enhancing Biomolecular Interaction Prediction with Contrastive Embedding Learning
by: Gil-Sorribes, Manel, et al.
Published: (2026) -
Graph Rewiring in GNNs to Mitigate Over-Squashing and Over-Smoothing: A Survey
by: Attali, Hugo, et al.
Published: (2026) -
Graph Rewiring in GNNs to Mitigate Over-Squashing and Over-Smoothing: A Survey
by: Attali, Hugo, et al.
Published: (2024) -
Character-level Tokenizations as Powerful Inductive Biases for RNA Foundational Models
by: Morales-Pastor, Adrián, et al.
Published: (2024)