{"total":20,"rows":[{"id":"2502.14546","title":"Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks","created":"2025-02-20","cited_by_count":53,"area":null},{"id":"2505.14919","title":"TxPert: Leveraging Biochemical Relationships for Out-of-Distribution Transcriptomic Perturbation Prediction","created":"2025-05-20","cited_by_count":9,"area":null},{"id":"2411.17429","title":"Graph Rewiring in GNNs to Mitigate Over-Squashing and Over-Smoothing: A Survey","created":"2024-11-26","cited_by_count":8,"area":null},{"id":"2410.15059","title":"Deep Equilibrium Algorithmic Reasoning","created":"2024-10-19","cited_by_count":6,"area":null},{"id":"2502.06751","title":"What makes a good feedforward computational graph?","created":"2025-02-10","cited_by_count":5,"area":null},{"id":"2509.22259","title":"Rotary Position Encodings for Graphs","created":"2025-09-26","cited_by_count":2,"area":null},{"id":"2508.20597","title":"Local Virtual Nodes for Alleviating Over-Squashing in Graph Neural Networks","created":"2025-08-28","cited_by_count":1,"area":null},{"id":"2509.19162","title":"CayleyPy Growth: Efficient growth computations and hundreds of new conjectures on Cayley graphs (Brief version)","created":"2025-09-23","cited_by_count":1,"area":null},{"id":"2510.20556","title":"Structural Invariance Matters: Rethinking Graph Rewiring through Graph Metrics","created":"2025-10-23","cited_by_count":1,"area":null},{"id":"2512.09182","title":"Understanding the Failure Modes of Transformers through the Lens of Graph Neural Networks","created":"2025-12-09","cited_by_count":1,"area":null},{"id":"2603.22665","title":"Improving LLM Final Representations with Inter-Layer Geometry","created":"2026-03-24","cited_by_count":1,"area":null},{"id":"2505.10392","title":"Schreier-Coset Graph Propagation","created":"2025-05-15","cited_by_count":0,"area":null},{"id":"2509.12196","title":"Dynamic Relational Priming Improves Transformer in Multivariate Time Series","created":"2025-09-15","cited_by_count":0,"area":null},{"id":"2601.14522","title":"On the Runway Cascade of Transformers for Language Modeling","created":"2026-01-20","cited_by_count":0,"area":null},{"id":"2605.00951","title":"Graph Rewiring in GNNs to Mitigate Over-Squashing and Over-Smoothing: A Survey","created":"2026-05-01","cited_by_count":0,"area":null},{"id":"2606.21333","title":"Ramanujan Graph Rewiring with Non Negative Resistance Curvature","created":"2026-06-19","cited_by_count":0,"area":null},{"id":"2607.12026","title":"Learning the Graphical Nature of Symmetries","created":"2026-07-13","cited_by_count":0,"area":null},{"id":"2607.27479","title":"Schreier-Coset Graph Rewiring","created":"2026-07-29","cited_by_count":0,"area":null},{"id":"2608.09596","title":"LEED: Local Embedding Evolution Distance for over-smoothing estimation and virtual node selection in GNN","created":"2026-08-10","cited_by_count":0,"area":null},{"id":"2608.10619","title":"Pair-Centric Graph Rewiring for Over-Squashing via Optimal Transport-Guided Communication Alignment","created":"2026-08-11","cited_by_count":0,"area":null}],"next_cursor":null}