Paper Citation Record · LEDGER

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks

As of 18 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2502.01693.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.01693 v3

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T17:31:23.633407Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

41 of 41 outbound references displayed

verified exact3
verified fuzzy19
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 233b787a-9a5d-4748-b127-e1a381df0fad · outbound

This paper cites an unresolved cited work.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-09T17:31:24.109121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 757ef440-286a-4a50-89f9-c07e3f0f9e9d · outbound

This paper cites an unresolved cited work.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-09T17:31:24.098731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cbfa3239-4031-4248-bc78-417372c5308f · outbound

This paper cites an unresolved cited work.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T17:31:23.487063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 308be6d2-fe26-4e89-b265-372fc92483fe · outbound

This paper cites an unresolved cited work.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-09T17:31:24.081918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 031dabbb-e25b-4949-8acb-28dad5e2ffe9 · outbound

This paper cites Multilevel Digital Contact Tracing.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Multilevel Digital Contact Tracing

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-09T17:31:23.749525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a257a195-e539-4f24-8f3c-7fb049720b69 · outbound

This paper cites Filoche and S.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Filoche and S

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:31:24.071135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5b146d7f-efc0-4e1f-81f7-7425109889cd · outbound

This paper cites Elsner, V.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Elsner, V

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:31:24.060735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 82b867d5-7269-484d-8fb1-d99a5936ea4c · outbound

This paper cites Pradhan, C.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Pradhan, C

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:31:24.049607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a358e89b-9b6c-4a91-b150-66dfe4445fca · outbound

This paper cites Zhang, Robust spectral detection of global structures in the data by learning a regularization, Advances in Neural Information Processing Systems29(2016).

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Zhang, Robust spectral detection of global structures in the data by learning a regularization, Advances in Neural Information Processing Systems29(2016)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:31:24.038646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fec1e11d-e10e-4e45-a228-63707366702c · outbound

This paper cites an unresolved cited work.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-09T17:31:24.027150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 34cc929f-8c06-4333-b2ad-9c9d1c4a5da1 · outbound

This paper cites Pradhan and S.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Pradhan and S

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:31:24.015637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3198b07a-2ced-4a02-9827-2ff5719f4d1c · outbound

This paper cites Vespignani, Modelling dynamical processes in complex socio-technical systems, Nature physics8, 32 (2012).

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Vespignani, Modelling dynamical processes in complex socio-technical systems, Nature physics8, 32 (2012)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:31:24.004162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0309c3c6-0bbf-413f-b4bc-5f59dba6dca3 · outbound

This paper cites Eubank, H.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Eubank, H

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:31:23.992612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 13cfe3e4-79fb-47cb-a8bb-d2a47e50e479 · outbound

This paper cites an unresolved cited work.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-09T17:31:23.981871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 829b1a1b-1052-4d51-a38d-7c89fa0a68dc · outbound

This paper cites an unresolved cited work.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-09T17:31:23.971307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ff5e169a-c996-4032-8f9a-95e06ef850de · outbound

This paper cites an unresolved cited work.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-09T17:31:23.960779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 61adc720-b33d-4f80-a58c-fe05f77205ed · outbound

This paper cites Jalan and P.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Jalan and P

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:31:23.949891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ab98e6b8-4d3b-409b-91ca-7d1ee5156ec3 · outbound

This paper cites an unresolved cited work.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-09T17:31:23.545004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2d57ea2-acbc-4cd3-9917-99643678d13a · outbound

This paper cites Aguirre, D.Papo, and J.M.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Aguirre, D.Papo, and J.M

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:31:23.933248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6b6352bc-50bf-4304-a408-0c8a5bcd4921 · outbound

This paper cites Pradhan, A.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Pradhan, A

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:31:23.922657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 39e3d33d-6e14-48d7-9f6b-7fb6fc1937a3 · outbound

This paper cites Van Mieghem,Graph spectra for complex networks (Cambridge university press, 2023).

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Van Mieghem,Graph spectra for complex networks (Cambridge university press, 2023)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:31:23.912018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 66b15de3-0787-47b0-9b18-d5f803df84d6 · outbound

This paper cites Network construction: A learning framework through localizing principal eigenvector.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Network construction: A learning framework through localizing principal eigenvector

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-09T17:31:23.732306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ab970748-d1ca-4496-a3b0-433d0e1725ec · outbound

This paper cites an unresolved cited work.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-09T17:31:23.901435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 520ff8dc-b069-485a-97cb-b10ed4d01447 · outbound

This paper cites an unresolved cited work.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-09T17:31:23.890744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ad2df11a-8449-4e34-aad4-c947321ff4da · outbound

This paper cites an unresolved cited work.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-09T17:31:23.880577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 13c97194-5039-46cf-bfa1-3c15ca5ddb04 · outbound

This paper cites Understanding Isomorphism Bias in Graph Data Sets.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Understanding Isomorphism Bias in Graph Data Sets

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-09T17:31:23.574817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3386d666-aa41-44c5-8b6a-dac67822a9ee · outbound

This paper cites TUDataset: A collection of benchmark datasets for learning with graphs.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks TUDataset: A collection of benchmark datasets for learning with graphs

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-09T17:31:23.578925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d6b146d-82e3-41ac-a33b-8fec9d5fbbf9 · outbound

This paper cites Glorot and Y.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Glorot and Y

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:31:23.869745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3c147ab9-989f-413d-bd48-d8382029ce3f · outbound

This paper cites Graph Attention Networks.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Graph Attention Networks

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-09T17:31:23.586912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62334492-57b3-47e3-af43-c20e2b226bdf · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Semi-Supervised Classification with Graph Convolutional Networks

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-09T17:31:23.590954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c3074a4-44fe-4937-adff-27809a2badb8 · outbound

This paper cites an unresolved cited work.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-09T17:31:23.594959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2ae10ec-ba22-4108-a567-813a83b8db47 · outbound

This paper cites an unresolved cited work.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-09T17:31:23.852813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c64876b9-ab8e-4f0b-a4ef-f3a540d99c87 · outbound

This paper cites Akiba, S.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Akiba, S

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:31:23.841419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f0034ffa-f1c3-4794-9fba-e85b62e782ac · outbound

This paper cites Derivation of Back-propagation for Graph Convolutional Networks using Matrix Calculus and its Application to Explainable Artificial Intelligence.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Derivation of Back-propagation for Graph Convolutional Networks using Matrix Calculus and its Application to Explainable Artificial Intelligence

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-08-09T17:31:23.682477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 77ee72fa-935e-48e9-b917-59b8ab283d5d · outbound

This paper cites an unresolved cited work.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-09T17:31:23.831105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2683c050-770d-42ed-8656-57b562381fe5 · outbound

This paper cites Zhang, Z.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Zhang, Z

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:31:23.820688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2bfcaa84-201b-4bc7-b3fa-4f0d076b8784 · outbound

This paper cites Pham, Graph convolutional networks (gcn), TOP- BOTS https://www.topbots.com/graph-convolutional- networks/ (2020).

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Pham, Graph convolutional networks (gcn), TOP- BOTS https://www.topbots.com/graph-convolutional- networks/ (2020)

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:31:23.809891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation af5b26be-bf97-402d-8d9c-1b9e5d92ee25 · outbound

This paper cites Fey and J.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Fey and J

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:31:23.798593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6ea74a53-d609-45c4-9fcb-c7fcae58828f · outbound

This paper cites Pósfai and A.-L.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Pósfai and A.-L

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:31:23.786807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ae0fb670-b480-4c62-9c94-6a425834de28 · outbound

This paper cites Dall and M.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Dall and M

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:31:23.774968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 90c61dbf-0152-476c-9e5b-c107d125d569 · outbound

This paper cites Anand and G.

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks Anand and G

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T17:31:23.762794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.