Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T21:07:42.566967Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 2 inbound Pith citation observations for arXiv:2507.01171.
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 2026-08-06T21:07:42.566967Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-30T06:32:59.592898Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T22:37:25.629018Z
52 of 52 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 14159253-991b-4502-8da4-c3551e52c3b0 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images An exact graph edit distance algorithm for solving pattern recognition problems
Reference 1
Source-reported events for the cited work
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Observation 43f14739-12f5-4b32-9098-16103737b836 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Persistence images: A stable vector representation of persistent homology
Reference 2
Source-reported events for the cited work
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Observation ee82a324-1036-4554-ad72-bfe2944927fa · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Extreme elevation on a 2-manifold
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f40290aa-5afa-4fdf-b00b-81b24aa8365e · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Any Graph is a Mapper Graph
Reference 4
Source-reported events for the cited work
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Observation 9b600cd2-7c1f-48d8-abfd-ace5e4ef3722 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Measuring distance between reeb graphs
Reference 5
Source-reported events for the cited work
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Observation 420eda59-adbc-4e51-a48b-5b8e1cecffc2 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images The Reeb graph edit distance is universal
Reference 6
Source-reported events for the cited work
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Observation 30e104de-9eb4-4bf8-b0a9-f8a44dc55fa7 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Stability of higher-dimensional interval decomposable persistence modules
Reference 7
Source-reported events for the cited work
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Observation a4d4b5e8-ce59-4368-9fb7-236b1dc2c12b · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Reeb Graph Metrics from the Ground Up
Reference 8
Source-reported events for the cited work
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Observation de0ad933-6ea2-429d-aa8a-0ba1735ac260 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images A Course in Metric Geometry , volume 33 of Graduate Studies in Mathematics
Reference 9
Source-reported events for the cited work
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Observation 16387ee1-c17a-4a2e-9841-69098c5b74ba · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Extending persistence using Poincar´ e and Lefschetz duality
Reference 10
Source-reported events for the cited work
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Observation 36adf399-4fd5-4db3-8082-61670b358a15 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Topologically attributed graphs for shape discrimination
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8e887545-9117-4192-bb3d-3d7c70f88a75 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Stability and approximations for decorated Reeb spaces
Reference 12
Source-reported events for the cited work
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Observation 2b10f8b9-c88a-4e13-b60d-cb4f41ac7b45 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Categorified Reeb graphs
Reference 13
Source-reported events for the cited work
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Observation b8c2187c-b36e-47c2-8239-1cad5bd2bd62 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Dey and Yusu Wang
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 23d11a56-8691-451c-9ce9-4166f55d0988 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images The edit distance for Reeb graphs of surfaces
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 290430bc-51b3-4e9b-be62-d38b5457a572 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Complexity fusion for indexing Reeb digraphs
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ad4cfe32-a540-46a7-9fc5-09d8f398f98e · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Pot: Python optimal transport
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d16c6f36-3556-4844-ae59-fc16c2a831fd · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Data skeletonization via Reeb graphs
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7b32b977-10bf-4339-b0f1-2f14a56793b3 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Shrec’14 track: Shape retrieval of non-rigid 3d human models, 2014
Reference 19
Source-reported events for the cited work
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Observation e0962296-e82e-4f61-a8dc-cbe3ee42358f · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Exploring network structure, dynamics, and function using networkx
Reference 20
Source-reported events for the cited work
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Observation c8263e37-b0c7-4300-bd80-a592c10af33e · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Topology match- ing for fully automatic similarity estimation of 3d shapes
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 02b0fdaa-6fa1-4ed5-9114-4eab3ba8cb8d · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Scalable optimal transport methods in machine learning: A contemporary survey
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 68fa3e7a-fc49-4e9d-8155-843e067ca9e1 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Shapevis: High- dimensional data visualization at scale
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b74eed9b-b12e-4cb8-9699-b5435dddf35b · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Comparing Morse complexes using optimal transport: An experimental study
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5f93f855-9959-4045-b044-e5297317b869 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Flexible and Probabilistic Topology Tracking with Partial Optimal Transport
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f2463f6e-a728-43eb-94a5-235a4b6e94fa · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images The gudhi library: Simplicial complexes and persistent homology
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0a655e4f-ecae-4578-8f88-dd8d86e0bedf · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Gromov–Wasserstein distances and the metric approach to object matching
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a7e77b32-9f31-444e-8bbc-aba0c051cb3b · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Morse Theory
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b5526636-a664-4ccb-a9bd-612c450a7b79 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Recent advances in optimal transport for machine learning
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8cfdf860-7b51-42e4-8ea6-c3c7edc2146e · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Persistence theory: from quiver representations to data analysis , volume 209 of Mathematical Surveys and Monographs
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ae40dda7-6a3e-4678-baf5-1dc76a735779 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Computational optimal transport: With applications to data science
Reference 31
Source-reported events for the cited work
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Observation 5b6e2814-9dc5-4522-9949-c7ee854f7d39 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Topological shape matching using multi- dimensional reeb graphs
Reference 32
Source-reported events for the cited work
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Observation ebeb19fb-9644-437c-955b-a18908b094e6 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images The Laplacian on a Riemannian Manifold: An Introduction to Analysis on Manifolds
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 40587168-f0d3-4439-914a-fd345efe3002 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Topological methods for the analysis of high dimensional data sets and 3d object recognition
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 243dd2d7-61c1-416c-9a53-540e63b71567 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Wasserstein Stability for Persistence Diagrams
Reference 35
Source-reported events for the cited work
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Observation 7bbaff2b-05e2-4b6b-93ad-d72b58c877f3 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Entropic metric alignment for correspondence problems
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 05e754d0-498c-47f0-b79a-79474530e32c · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Mesh data from deformation transfer for triangle meshes, 2004
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 24765071-9015-4a4a-9bde-6aedb2f644a2 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images 3d mesh skeleton extraction using topological and geometrical analyses
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1a631b1b-75f9-4dc9-9a81-1563f555e5d3 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Ripser.py: A lean persistent homology library for python
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd22460f-0cbf-40d5-b95b-fdfc0eb36111 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Measure Theoretic Reeb Graphs and Reeb Spaces
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b4199201-92e8-4ded-809f-658c3b1376b9 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images 3d shapenets: A deep representation for volumetric shapes
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bdfa6065-4f8c-442a-a357-6a410c57a66e · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Gromov-wasserstein learning for graph matching and node embedding
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 29e5a564-ce5e-4774-a108-85414c67489c · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Scalar field comparison with topological descriptors: Properties and applications for scientific visualization
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 33540c25-0266-44a5-aaf2-f7c9dec44e43 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Since abso- lute values are inherently non-negative, their supremum over any path is also non-negative
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0058d5ac-9584-4211-9f39-afe06f7451f0 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images For this path, ¯f (γ(t)) = ¯f (x) for all t, so sup t∈[0,1] | ¯f (x) − ¯f (γ(t))| = 0
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 00c110a3-05db-4cf8-992d-73bd967e20d0 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Hence, dRf is symmetric
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3c03c7a4-324c-4c5b-aef1-e6283eb21508 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images The critical preliminary step is to establish the triangle inequality for the (potentially asymmetric) Reeb radius ρf itself: ρf (x, z) ≤ ρf (x, y) + ρf (y, z)
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 91f73e7d-0e54-4414-9bec-3e7c63ab27af · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images 34 Next, we consider the normalization factorsZf = P u∈V ′ Rf contribf (u) and Zg = P u∈V ′ Rg contribg(u)
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3751e5df-165a-4476-9a32-42b4a4381aae · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images We denote this upper bound as δGH := (L + 1)∥f − g∥∞ + ϵ
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fa5bb6aa-9e93-43ac-bafd-5136886cf91f · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images We denote this upper bound as ηT V:= M ∥f − g∥∞
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b55c41f3-d12d-48fe-a08b-7407449faa6e · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Standard results in the theory of metric measure spaces (e.g., arguments found in M´ emoli [27]) provide a bound of the form: dGP(R∗ f , R∗ g) ≤ max(δGH , ηT V)
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 310c4f35-c063-4ba7-a461-4fd747507e79 · outbound
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 04ce375a-a8b1-46be-9846-f5ca9c746ee9 · inbound
MS-COOT: Comparing Morse-Smale Complexes with Co-Optimal Transport A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5d440ebe-b0f5-495a-92e8-1147f80502e5 · inbound
TopoAgent: An Agentic Framework for Automated Topology Learning in Medical Imaging A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.