{"total":18,"rows":[{"id":"2505.15405","title":"HOPSE: Scalable Higher-Order Positional and Structural Encoder for Combinatorial Representations","created":"2025-05-21","cited_by_count":5,"area":null},{"id":"2502.07746","title":"HiPoNet: A Multi-View Simplicial Complex Network for High Dimensional Point-Cloud and Single-Cell Data","created":"2025-02-11","cited_by_count":2,"area":null},{"id":"2503.16746","title":"Ordered Topological Deep Learning: a Network Modeling Case Study","created":"2025-03-20","cited_by_count":2,"area":null},{"id":"2506.06582","title":"Demystifying Topological Message-Passing with Relational Structures: A Case Study on Oversquashing in Simplicial Message-Passing","created":"2025-06-06","cited_by_count":2,"area":null},{"id":"2509.21097","title":"GraphUniverse: Synthetic Graph Generation for Evaluating Inductive Generalization","created":"2025-09-25","cited_by_count":2,"area":null},{"id":"2604.19212","title":"The Logical Expressiveness of Topological Neural Networks","created":"2026-04-21","cited_by_count":2,"area":null},{"id":"2412.08835","title":"Grothendieck Graph Neural Networks Framework: An Algebraic Platform for Crafting Topology-Aware GNNs","created":"2024-12-12","cited_by_count":1,"area":null},{"id":"2505.21587","title":"CellCLAT: Preserving Topology and Trimming Redundancy in Self-Supervised Cellular Contrastive Learning","created":"2025-05-27","cited_by_count":1,"area":null},{"id":"2507.12380","title":"Heat Kernel Goes Topological","created":"2025-07-16","cited_by_count":1,"area":null},{"id":"2505.17939","title":"Directed Semi-Simplicial Learning with Applications to Brain Activity Decoding","created":"2025-05-23","cited_by_count":0,"area":null},{"id":"2605.00725","title":"Weisfeiler Lehman Test on Combinatorial Complexes: Generalized Expressive Power of Topological Neural Networks","created":"2026-05-01","cited_by_count":0,"area":null},{"id":"2605.06467","title":"No Triangulation Without Representation: Generalization in Topological Deep Learning","created":"2026-05-07","cited_by_count":0,"area":null},{"id":"2605.15524","title":"Neural Point-Forms","created":"2026-05-15","cited_by_count":0,"area":null},{"id":"2606.23517","title":"Collapsed Effective Operators for Higher-order Structures","created":"2026-06-22","cited_by_count":0,"area":null},{"id":"2608.01160","title":"Differentiable Lifting for Topological Neural Networks","created":"2026-08-02","cited_by_count":0,"area":null},{"id":"2608.15388","title":"Look Before You Lift: Visual and Quantitative Diagnostics for Topological Deep Learning","created":"2026-08-15","cited_by_count":0,"area":null},{"id":"2609.25453","title":"Combinatorial Network-Based Manifold Topological Deep Learning for Image Analysis","created":"2026-09-21","cited_by_count":0,"area":null},{"id":"2610.01903","title":"Higher-Order Positional Encodings for Graph Representation Learning","created":"2026-10-01","cited_by_count":0,"area":null}],"next_cursor":null}