{"total":16,"rows":[{"id":"2102.07835","title":"Topological Graph Neural Networks","created":"2021-02-15","cited_by_count":87,"area":null},{"id":"2210.13978","title":"Boosting the Cycle Counting Power of Graph Neural Networks with I$^2$-GNNs","created":"2022-10-22","cited_by_count":56,"area":null},{"id":"2106.06707","title":"Graph Neural Networks with Local Graph Parameters","created":"2021-06-12","cited_by_count":52,"area":null},{"id":"2203.13913","title":"SpeqNets: Sparsity-aware Permutation-equivariant Graph Networks","created":"2022-03-25","cited_by_count":37,"area":null},{"id":"2301.11039","title":"WL meet VC","created":"2023-01-26","cited_by_count":31,"area":null},{"id":"2306.03698","title":"Fine-grained Expressivity of Graph Neural Networks","created":"2023-06-06","cited_by_count":25,"area":null},{"id":"2105.05911","title":"The Power of the Weisfeiler-Leman Algorithm for Machine Learning with Graphs","created":"2021-05-12","cited_by_count":19,"area":null},{"id":"2303.10576","title":"An Efficient Subgraph GNN with Provable Substructure Counting Power","created":"2023-03-19","cited_by_count":13,"area":null},{"id":"2309.04941","title":"Distance-Restricted Folklore Weisfeiler-Leman GNNs with Provable Cycle Counting Power","created":"2023-09-10","cited_by_count":12,"area":null},{"id":"2309.17053","title":"On the Power of the Weisfeiler-Leman Test for Graph Motif Parameters","created":"2023-09-29","cited_by_count":6,"area":null},{"id":"2406.02732","title":"GEFL: Extended Filtration Learning for Graph Classification","created":"2024-06-04","cited_by_count":5,"area":null},{"id":"2405.02795","title":"Graph as Point Set","created":"2024-05-05","cited_by_count":4,"area":null},{"id":"2503.00485","title":"Homomorphism Expressivity of Spectral Invariant Graph Neural Networks","created":"2025-03-01","cited_by_count":4,"area":null},{"id":"2407.03125","title":"Foundations and Frontiers of Graph Learning Theory","created":"2024-07-03","cited_by_count":3,"area":null},{"id":"2303.01590","title":"Technical report: Graph Neural Networks go Grammatical","created":"2023-03-02","cited_by_count":0,"area":null},{"id":"2305.19659","title":"Local Fragments, Global Gains: Subgraph Counting using Graph Neural Networks","created":"2023-05-31","cited_by_count":0,"area":null}],"next_cursor":null}