Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T16:55:21.981389Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 1 inbound Pith citation observation for arXiv:2507.12380.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T16:55:21.981389Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-08T12:42:15.594346Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-11T19:06:09.585703Z
65 of 65 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 802ead6f-509e-47e2-955c-af20d82be8c3 · outbound
Heat Kernel Goes Topological Kipf and Max Welling
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b02637da-307c-42cd-9f07-ec290288e69f · outbound
Heat Kernel Goes Topological Provably powerful graph networks.Advances in neural information processing systems, 32, 2019
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3d1a3fdc-7582-4d4b-a8ce-fbbd5fdbc1dc · outbound
Heat Kernel Goes Topological Demystifying higher-order graph neural networks
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87a4083b-a278-426a-a5ef-303bdb6f0742 · outbound
Heat Kernel Goes Topological Topological neural networks go persistent, equivariant, and continuous.International Conference on Machine Learning, 2024
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c2623f49-a13b-4388-a1ae-1fc91d0d34bd · outbound
Heat Kernel Goes Topological Bronstein, and Haggai Maron
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4be9a96c-9abf-46f2-9a2b-425ae09c6579 · outbound
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1e5f9121-2344-470a-9a48-9e852bae350c · outbound
Heat Kernel Goes Topological Convergence of invariant graph networks
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05b80758-e861-44ad-b3bd-fe85f9390788 · outbound
Heat Kernel Goes Topological Invariant and equivariantgraphnetworks
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6c4fe4fb-3299-4d57-90fb-809a1b984080 · outbound
Heat Kernel Goes Topological Aconciseandprovablyinformative multi-scalesignaturebasedonheatdiffusion
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a7906dd0-3988-448c-ad45-1aa155ba4344 · outbound
Heat Kernel Goes Topological Representing edge flows on graphs via sparse cell complexes
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f5bf2f35-46c6-4ee2-a9f9-2f20d06de812 · outbound
Heat Kernel Goes Topological Graph laplacians and their convergence on random neighborhood graphs.Journal of Machine Learning Research, 8(6), 2007
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1225ca40-316c-4dd0-84f5-b6d1fc2a0564 · outbound
Heat Kernel Goes Topological Global intrinsic symmetries of shapes
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7cf78c94-9c0f-42ca-949d-216bceddee75 · outbound
Heat Kernel Goes Topological Witten–morse theory for cell complexes.Topology, 37(5):945–979, 1998
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8597b42d-f95e-4ff1-a763-615aaeaa1f59 · outbound
Heat Kernel Goes Topological Multilayer feedforward networks are universal approximators.Neural networks, 2(5):359–366, 1989
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf4420d0-d673-4355-aa47-e024122490aa · outbound
Heat Kernel Goes Topological Are transformers universal approximators of sequence-to-sequence functions? International Conference on Learning Representations, 2020
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5e072f32-60c4-4326-85d5-05c02530c478 · outbound
Heat Kernel Goes Topological How Powerful are Graph Neural Networks?
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 347b389d-4b4a-44e1-8096-723a9d8a161e · outbound
Heat Kernel Goes Topological Higher-Order Message Passing for Glycan Representation Learning
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cb76f9d9-47f0-435f-9881-05d58ac18d03 · outbound
Heat Kernel Goes Topological Graph laplacian for semi-supervised learning
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e63e154e-4c2e-4a90-9fed-a57c3eed1dfa · outbound
Heat Kernel Goes Topological American Mathematical Soc., 1997
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd46561b-b37e-43e1-a594-7bc90e85ebbe · outbound
Heat Kernel Goes Topological On spectral clustering: Analysis and an algorithm
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 327f41a0-2d00-4781-8261-9a1ec3d18a64 · outbound
Heat Kernel Goes Topological Laplacian eigenmaps for dimensionality reduction and data representation.Neural computation, 15(6):1373–1396, 2003
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88d05665-d25c-481b-90c8-5ca7929ffaf2 · outbound
Heat Kernel Goes Topological Diffusion maps.Applied and computational harmonic analysis, 21(1):5–30, 2006
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80fc069f-1c3f-43a2-a7b4-1f77b3613cd9 · outbound
Heat Kernel Goes Topological In International conference on machine learning, pages 6878–6917
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 702a640c-6c00-4165-af45-895ec1112988 · outbound
Heat Kernel Goes Topological Robust Graph Neural Networks using Weighted Graph Laplacian
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 233f3a47-23db-4142-a042-db9499abf9ca · outbound
Heat Kernel Goes Topological Weisfeiler and lehman go topological: Message passing simplicial networks
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66f3ed92-3478-4867-81f2-0ea658266a2a · outbound
Heat Kernel Goes Topological E(n) equivariant topological neural networks
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a8f129a5-9787-4b86-a331-90c26b937e8b · outbound
Heat Kernel Goes Topological Principled simplicial neural networks for trajectory prediction
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation add9053d-1a20-443f-8295-32656a3f2778 · outbound
Heat Kernel Goes Topological Convolutional Learning on Simplicial Complexes
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 15f6b49e-8add-4cad-9e99-ca4926ee8b33 · outbound
Reference 30
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Unavailable: canonical work link unavailable.
Observation 94a1caa2-03fb-43a7-8896-778b41c86515 · outbound
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de88a193-786e-4499-87e3-c8053830b0d7 · outbound
Heat Kernel Goes Topological Generalized simplicial attention neural networks.IEEE Transactions on Signal and Information Processing over Networks, 2024
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation faacf2d1-7ec7-46ea-8019-1744e206acfd · outbound
Heat Kernel Goes Topological Simplicial Representation Learning with Neural $k$-Forms
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e55a703-e0a5-4f98-8641-6f28a29dee45 · outbound
Heat Kernel Goes Topological Higher-order topological directionality and directed simplicial neural networks
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a0f4b254-46db-47f0-9426-0222fd3443e7 · outbound
Heat Kernel Goes Topological Weisfeiler and lehman go cellular: Cw networks
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dbbe5286-a426-4014-b52c-1c6ccf663c5e · outbound
Heat Kernel Goes Topological Topological Deep Learning: Going Beyond Graph Data
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38519955-eaba-409b-b7a9-eb4ac567e320 · outbound
Heat Kernel Goes Topological Architectures of Topological Deep Learning: A Survey of Message-Passing Topological Neural Networks
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95f94852-57f3-48be-a65a-56a9fbaf31ad · outbound
Heat Kernel Goes Topological Topological Graph Neural Networks
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00dbec0a-33df-4580-a310-32a513c75ecb · outbound
Heat Kernel Goes Topological Topological relational learning on graphs
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fea46a59-42ac-4bb2-9c42-b5599117d31a · outbound
Heat Kernel Goes Topological On the Expressivity of Persistent Homology in Graph Learning
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8691707f-11df-4436-bc64-57d1e0c6d550 · outbound
Heat Kernel Goes Topological CliquePH: Higher-Order Information for Graph Neural Networks through Persistent Homology on Clique Graphs
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5f9cb7d-906d-4626-adf3-9293c938868c · outbound
Heat Kernel Goes Topological TopoBench: A Framework for Benchmarking Topological Deep Learning
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 23ba102e-85d4-4501-b39d-b7493c77d930 · outbound
Heat Kernel Goes Topological Topotune: Aframeworkforgeneralizedcombinatorialcomplexneuralnetworks
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4223cd4b-5c9a-406c-9d36-0c4bd8c1c23f · outbound
Heat Kernel Goes Topological Weisfeiler and leman go neural: Higher- order graph neural networks
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4af1a4f0-eb26-423b-9c62-b860dd863429 · outbound
Heat Kernel Goes Topological The reduction of a graph to canonical form and the algebra which appears therein.nti, Series, 2(9):12–16, 1968
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2964fbf8-2991-4fae-9d1c-2852aa207d34 · outbound
Heat Kernel Goes Topological The Surprising Power of Graph Neural Networks with Random Node Initialization
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 700ee617-de1f-49c9-b434-e54aba30e746 · outbound
Heat Kernel Goes Topological Improving graph neural network expressivity via subgraph isomorphism counting
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1b0af0ed-0013-4ecb-a9a9-27ca344359d2 · outbound
Heat Kernel Goes Topological Equivariant polynomials for graph neural networks
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c0917275-049e-400b-a900-353a770eb1a3 · outbound
Heat Kernel Goes Topological Equivariant subgraphaggregationnetworks
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4abbb0a8-588e-44a9-8826-69fbc552c647 · outbound
Heat Kernel Goes Topological Under- standing and extending subgraph gnns by rethinking their symmetries.Advances in Neural Information Processing Systems, 35:31376–31390, 2022
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 555bb454-e223-4baf-bb7c-f92bcc971c9f · outbound
Heat Kernel Goes Topological A complete expressiveness hierarchy for subgraph gnns via subgraph weisfeiler-lehman tests
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9b079abf-cba7-4806-af0b-2cb8940a6e71 · outbound
Heat Kernel Goes Topological Nested graph neural networks.Advances in Neural Information Processing Systems, 34:15734–15747, 2021
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4b71c0df-98db-4f42-8b97-ee83d852bd7a · outbound
Heat Kernel Goes Topological Reconstruction for powerful graph representations.Advances in Neural Information Processing Systems, 34:1713– 1726, 2021
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7518e738-e82a-47d1-b171-d8646f8c8123 · outbound
Heat Kernel Goes Topological A flexible, equivariant framework for subgraph GNNs via graph products and graph coarsening
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7cf67b02-017c-4d85-8e90-6ac456d50d62 · outbound
Heat Kernel Goes Topological A topological characterisation of weisfeiler-leman equivalence classes
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b32d1436-5ab1-4716-a662-50aa6dc2ecaa · outbound
Heat Kernel Goes Topological Theory of graph neural networks: Representation and learning
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fc1dffa5-31c9-4303-908c-4a88f8c26137 · outbound
Heat Kernel Goes Topological Weisfeilerandlemangomachine learning: The story so far.Journal of Machine Learning Research, 24(333):1–59, 2023
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fdeedda6-5592-46fc-9239-97801b52b7d9 · outbound
Heat Kernel Goes Topological The expressive power of graph neural networks: A survey.IEEE Transactions on Knowledge and Data Engineering, 2024
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 86a157ad-fde1-4a29-af16-27e85aecd133 · outbound
Heat Kernel Goes Topological Scale-invariant heat kernel signatures for non-rigid shape recognition
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 36b56c9b-32aa-445f-af37-6f12cfc1e248 · outbound
Heat Kernel Goes Topological Volu- metric heat kernel signatures
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9d9569c9-bfc6-4d7b-bb06-a72bf6210e9d · outbound
Heat Kernel Goes Topological Onepoint isometric matching with the heat kernel
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 759cd523-cf69-4a62-8a14-41acd49b9dd0 · outbound
Heat Kernel Goes Topological A novel graph kernel based on the wasserstein distance and spectral signatures
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 345218dc-6fb6-40ac-8400-86620259aa87 · outbound
Heat Kernel Goes Topological The wave kernel signature: A quantum mechanical approach to shape analysis
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d15ed4f3-96cb-4d72-b2c5-f15526fbd57c · outbound
Heat Kernel Goes Topological Learning structural node embeddings via diffusion wavelets
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e8197623-37a0-4c8c-a248-57af7381b877 · outbound
Heat Kernel Goes Topological Spectral coarsening with hodge laplacians
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 64da1283-caa2-4744-9554-b5cde4044dc2 · outbound
Heat Kernel Goes Topological Laplacian matrices of graphs: a survey.Linear algebra and its applications, 197:143–176, 1994
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 800c5780-91c4-4207-9821-267fed601ed2 · inbound
Diversity Curves for Graph Representation Learning Heat Kernel Goes Topological
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.