Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-18T12:50:07.311967Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 0 inbound Pith citation observations for arXiv:2509.24662.
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 2026-05-18T12:50:07.311967Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
67 of 67 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 883e28e2-3c71-4627-8982-eaeb8c229198 · outbound
Community detection robustness of graph neural networks Unresolved cited work
Reference 1
Source-reported events for the cited work
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Observation ad6adcf3-35ea-43f8-99e2-30e0c14ecddb · outbound
Community detection robustness of graph neural networks We vary the mixing parameter µ ranging between 0.1 to 0.5 to investigate the effects of perturbations at different initial community strengths
Reference 2
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Observation 899cdeb5-d1b2-41c5-b26c-d7441107c2da · outbound
Community detection robustness of graph neural networks In the SBM, a graph with n vertices is partitioned into K different communities
Reference 3
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Observation f4620c0c-1f67-472d-afe4-c23de016fead · outbound
Community detection robustness of graph neural networks Unresolved cited work
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Source-reported events for the cited work
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Observation e5d2d101-1195-4ea0-bfcc-0f5be4f9bf43 · outbound
Community detection robustness of graph neural networks We follow the procedure outlined by [31]
Reference 5
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Community detection robustness of graph neural networks Unresolved cited work
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Community detection robustness of graph neural networks They allow the learning of node representations based on both node features and graph structure
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Community detection robustness of graph neural networks Unresolved cited work
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Observation a24a1193-6beb-4fbf-8d9c-7fe96437e3b1 · outbound
Community detection robustness of graph neural networks The key innovation is the sampling of a fixed-size neighborhood and the combination of the node’s own features with the aggregated neighborhood features
Reference 9
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Observation 36348c8a-bcbf-4db6-975c-cd81cd7ce0c6 · outbound
Community detection robustness of graph neural networks The key idea is to formulate a continuous relaxation of the normalized MinCut problem and train- ing a GNN to compute optimal cluster assignments
Reference 10
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Observation dccb1a49-d4d3-4dc8-b799-dd3784e1c1f7 · outbound
Community detection robustness of graph neural networks Given a graph with adjacency matrix A ∈ [0, 1]n×n and node features X ∈ Rn×p
Reference 11
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Observation 8748dc25-1ace-4d11-bebb-adb30cfc3784 · outbound
Community detection robustness of graph neural networks Unresolved cited work
Reference 12
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Observation a5e33f0b-bff9-4f77-a7fc-2e509ff2deed · outbound
Community detection robustness of graph neural networks Unresolved cited work
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Observation 0cbaad5c-3d73-4db7-bd43-d91d993d32d2 · outbound
Community detection robustness of graph neural networks ∆ECSpert = 1 |P| X p∈P |ECSinitial(p) − ECSfinal(p)| ECSinitial(p) ×100%, where P is the set of all perturbation types (mean, scale, random edge, targeted edge)
Reference 14
Source-reported events for the cited work
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Observation 83723679-5518-41a2-98f6-0419e9e8e2b5 · outbound
Community detection robustness of graph neural networks Unresolved cited work
Reference 15
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Observation 82fa9f74-bbdb-4fcd-9d43-01e87a7c9ba5 · outbound
Community detection robustness of graph neural networks Fortunato, Community detection in graphs, Phys
Reference 16
Source-reported events for the cited work
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Observation c13da29f-8c61-4478-951f-6ffff5bc83dc · outbound
Community detection robustness of graph neural networks Unresolved cited work
Reference 17
Source-reported events for the cited work
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Observation 4c5ac221-af8a-4e73-84f2-ae878c31ac20 · outbound
Community detection robustness of graph neural networks Girvan and M
Reference 18
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Observation ea9ab543-6003-4c1b-b6c1-ece8aeda3c1b · outbound
Community detection robustness of graph neural networks Wandelt, X
Reference 19
Source-reported events for the cited work
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Observation d7640b3a-95f7-4902-820c-b214127989af · outbound
Community detection robustness of graph neural networks Lancichinetti and S
Reference 20
Source-reported events for the cited work
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Observation 7923592e-6684-4843-83ec-57629bf912a3 · outbound
Community detection robustness of graph neural networks Moriano, J
Reference 21
Source-reported events for the cited work
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Observation e21a14d4-9f95-423a-892b-05fc55b366fe · outbound
Community detection robustness of graph neural networks Aref and M
Reference 22
Source-reported events for the cited work
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Observation e3974e8a-ba81-4040-8709-f6c24d25e6b6 · outbound
Community detection robustness of graph neural networks Schuurman and E
Reference 23
Source-reported events for the cited work
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Observation d3de7e25-090a-4156-b9c2-85988b0b10bc · outbound
Community detection robustness of graph neural networks Unresolved cited work
Reference 24
Source-reported events for the cited work
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Observation a3fa1f55-3b56-47ca-b16a-0425f9c4c71a · outbound
Community detection robustness of graph neural networks Scarselli, M
Reference 25
Source-reported events for the cited work
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Observation 7358d3b6-8c11-4207-8407-d03c9fca158f · outbound
Community detection robustness of graph neural networks Unresolved cited work
Reference 26
Source-reported events for the cited work
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Observation 0639e70b-c18d-4eac-ab46-4a613f937a1c · outbound
Community detection robustness of graph neural networks How Powerful are Graph Neural Networks?
Reference 27
Source-reported events for the cited work
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Observation 58c537b0-57b6-4c63-8611-e102ff424527 · outbound
Community detection robustness of graph neural networks Veliˇ ckovi´ c, Everything is connected: Graph neural net- works, Curr
Reference 28
Source-reported events for the cited work
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Observation 3f351754-14ac-4b43-a2b6-55f636a27292 · outbound
Community detection robustness of graph neural networks Semi-Supervised Classification with Graph Convolutional Networks
Reference 29
Source-reported events for the cited work
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Observation 191e5bf2-abe0-4b7f-923c-65359ba00013 · outbound
Community detection robustness of graph neural networks Graph Attention Networks
Reference 30
Source-reported events for the cited work
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Observation 53a31028-0f1f-4cbe-b375-28ae9eaaaf04 · outbound
Community detection robustness of graph neural networks Hamilton, Z
Reference 31
Source-reported events for the cited work
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Observation 6dad3bdb-bd5f-4d9b-a002-ae9e40e16c5f · outbound
Community detection robustness of graph neural networks Unresolved cited work
Reference 32
Source-reported events for the cited work
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Observation a8b93656-57fb-4ce2-8443-c28ffaa21e5c · outbound
Community detection robustness of graph neural networks Unresolved cited work
Reference 33
Source-reported events for the cited work
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Observation 513d0bae-6720-480b-9f12-c797d108b311 · outbound
Community detection robustness of graph neural networks A Survey of Deep Graph Clustering: Taxonomy, Challenge, Application, and Open Resource
Reference 34
Source-reported events for the cited work
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Observation e06eb80a-1c12-429c-9961-efe9071c8c03 · outbound
Community detection robustness of graph neural networks Unresolved cited work
Reference 35
Source-reported events for the cited work
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Observation 501ca832-3d37-439c-baaf-cfe59f37c803 · outbound
Community detection robustness of graph neural networks Unresolved cited work
Reference 36
Source-reported events for the cited work
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Observation 97ddc291-f0b1-4e32-9cf5-f026152eb0b9 · outbound
Community detection robustness of graph neural networks Tsitsulin, J
Reference 37
Source-reported events for the cited work
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Observation f2e9282f-49fa-42aa-a621-eebbc9257462 · outbound
Community detection robustness of graph neural networks Z¨ ugner, A
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ea405a3c-ebbf-4b4e-8645-db9225456673 · outbound
Community detection robustness of graph neural networks Adversarial Attacks on Graph Neural Networks via Meta Learning
Reference 39
Source-reported events for the cited work
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Observation f33563e8-60ff-4428-8b6e-433386432583 · outbound
Community detection robustness of graph neural networks Unresolved cited work
Reference 40
Source-reported events for the cited work
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Observation c5ebc666-2c8c-42ce-9d66-13210f8464be · outbound
Community detection robustness of graph neural networks G¨ unnemann, Graph neural networks: Adversarial ro- bustness, in Graph neural networks: foundations, fron- tiers, and applications (Springer, 2022) pp
Reference 41
Source-reported events for the cited work
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Observation dcde687a-4c64-454e-9164-ea9ac3caf51d · outbound
Community detection robustness of graph neural networks Zhang, X
Reference 42
Source-reported events for the cited work
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Observation 4682fa25-1e38-495c-bb47-7a8dfc158111 · outbound
Community detection robustness of graph neural networks Zhang, B
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d01e9821-c6cf-4c7f-ac36-44b32cde56df · outbound
Community detection robustness of graph neural networks Unresolved cited work
Reference 44
Source-reported events for the cited work
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Observation 07b41528-9495-48fb-bcbf-3584187c936d · outbound
Community detection robustness of graph neural networks Tian and P
Reference 45
Source-reported events for the cited work
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Observation f2875a5f-6537-4267-b8b6-093f5667b58c · outbound
Community detection robustness of graph neural networks Robustness of graph embedding methods for community detection
Reference 46
Source-reported events for the cited work
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Observation 4b48ed0c-27bf-4d35-915c-e176d78baa7c · outbound
Community detection robustness of graph neural networks Lancichinetti, S
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f08e88c1-4c1c-4f32-88c1-efed55a97710 · outbound
Community detection robustness of graph neural networks Karrer and M
Reference 48
Source-reported events for the cited work
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Observation e5a56679-6fce-4a41-9c02-bf208c473d31 · outbound
Community detection robustness of graph neural networks Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e0b9bc6d-8080-4891-bd64-eeb251c44fd4 · outbound
Community detection robustness of graph neural networks Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 918ec168-4bbd-4b3c-b2ca-9de850aedf48 · outbound
Community detection robustness of graph neural networks Synthetic Graph Generation to Benchmark Graph Learning
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 085ec518-c582-4ef6-b9f7-7699a9173d38 · outbound
Community detection robustness of graph neural networks Unresolved cited work
Reference 52
Source-reported events for the cited work
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Observation ef1ababe-fcf4-499b-ae47-12e24f09d6aa · outbound
Community detection robustness of graph neural networks Goel, Robust graph neural networks, https://github.com/jdg-stat/robustgnn (2025), gitHub repository
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation bce92d7f-4f98-456a-8ab2-b5f87ff1dee9 · outbound
Community detection robustness of graph neural networks Lancichinetti and S
Reference 54
Source-reported events for the cited work
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Observation 23e96807-ff72-49d1-89ee-e58f88a7636f · outbound
Community detection robustness of graph neural networks Hagberg, P
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 37443c21-85ba-4cbb-ba43-1cdfb9c0b26c · outbound
Community detection robustness of graph neural networks Unresolved cited work
Reference 56
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Observation c066d8ed-2433-4822-9d78-a1708d20e05a · outbound
Community detection robustness of graph neural networks Unresolved cited work
Reference 57
Source-reported events for the cited work
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Observation 1e2e40e4-b11c-485c-bfea-9d73b236e6ff · outbound
Community detection robustness of graph neural networks Attacks on Node Attributes in Graph Neural Networks
Reference 58
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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4734b0b7-72b8-4a08-8688-97d102ac9d4f · outbound
Community detection robustness of graph neural networks Souravlas, S
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation aef3febc-a638-4f95-9420-a854061024fd · outbound
Community detection robustness of graph neural networks Sobolevsky and A
Reference 60
Source-reported events for the cited work
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Observation b3b22b0f-5dae-4faf-9c0d-fe6766911455 · outbound
Community detection robustness of graph neural networks Leeney and R
Reference 61
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Observation 7d348aa8-4454-426c-b96d-b8d5a74cabc9 · outbound
Community detection robustness of graph neural networks Unresolved cited work
Reference 62
Source-reported events for the cited work
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Observation a8ee9f39-3e41-411a-9f44-5620fb80d86c · outbound
Community detection robustness of graph neural networks Merkwirth and T
Reference 63
Source-reported events for the cited work
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Observation e7a2da63-4a2c-4281-8fc3-6ac36b706b56 · outbound
Community detection robustness of graph neural networks Unresolved cited work
Reference 64
Source-reported events for the cited work
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Observation 25d472c2-001f-4673-970f-e4ed9d89c713 · outbound
Community detection robustness of graph neural networks Budel, M
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9f768043-aa6d-45cf-87eb-ed85edf2570f · outbound
Community detection robustness of graph neural networks D´ esy, P
Reference 66
Source-reported events for the cited work
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Observation 0b9db52e-e12f-45d6-9c8a-ec8c93e3dd82 · outbound
Community detection robustness of graph neural networks Hyperbolic Graph Neural Networks: A Review of Methods and Applications
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
No inbound Pith citation observations are available.