Paper Citation Record · LEDGER

GNN Applied to Ego-nets for Friend Suggestions

As of 19 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2412.11888.

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

pith.paper-citation-record.v1
2412.11888 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:32:37.381425Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

49 of 49 outbound references displayed

verified exact3
verified fuzzy36
unresolved10
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ef31538f-488f-47c7-b484-46da2762d3f3 · outbound

This paper cites Graph Neural Networks: a bibliometrics overview.

GNN Applied to Ego-nets for Friend Suggestions Graph Neural Networks: a bibliometrics overview

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-11T14:32:37.536122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e49ead04-4dda-49d0-b69f-37618fe802be · outbound

This paper cites Computing Graph Neural Networks: A Survey from Algorithms to Accelerators.

GNN Applied to Ego-nets for Friend Suggestions Computing Graph Neural Networks: A Survey from Algorithms to Accelerators

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-11T14:32:37.513282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f5f15312-8c3c-4245-a20a-02835f77e820 · outbound

This paper cites Adamic and Eytan Adar.

GNN Applied to Ego-nets for Friend Suggestions Adamic and Eytan Adar

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:38.441595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 803490d6-1595-4335-8d1e-4932ebbd3ee8 · outbound

This paper cites Albert, r.: Emergence of scaling in random networks.

GNN Applied to Ego-nets for Friend Suggestions Albert, r.: Emergence of scaling in random networks

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:38.426817Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 69403929-3377-4ad1-8dc7-a6ac9e4dd321 · outbound

This paper cites Link prediction based on graph neural networks.

GNN Applied to Ego-nets for Friend Suggestions Link prediction based on graph neural networks

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:38.409335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8937a3e5-addb-4371-95f5-8413ed51fea1 · outbound

This paper cites Mirrokni, Ismail Sebe, Ahmed Taei, and Sunita Verma.

GNN Applied to Ego-nets for Friend Suggestions Mirrokni, Ismail Sebe, Ahmed Taei, and Sunita Verma

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:38.391901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 13e27c95-40d1-48d1-9730-c5e9039d5b09 · outbound

This paper cites Deepwalk: online learning of social representations.

GNN Applied to Ego-nets for Friend Suggestions Deepwalk: online learning of social representations

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:38.372133Z

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Observation 12971bb7-a153-426a-ba76-89a6480966eb · outbound

This paper cites an unresolved cited work.

GNN Applied to Ego-nets for Friend Suggestions Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:32:38.347134Z

Source-reported events for the cited work

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Observation 3c948846-671a-4700-b0d0-fc41c7f62087 · outbound

This paper cites Counting triangles and the curse of the last reducer.

GNN Applied to Ego-nets for Friend Suggestions Counting triangles and the curse of the last reducer

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:38.324228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fc023bad-9ef6-4e0c-8514-ca098a0349b6 · outbound

This paper cites Algorithmic Aspects of Triangle-Based Network Analysis.

GNN Applied to Ego-nets for Friend Suggestions Algorithmic Aspects of Triangle-Based Network Analysis

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:38.308224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5be22658-d6a4-4bf0-b555-ee5930032bf5 · outbound

This paper cites Mapreduce: simplified data processing on large clusters.

GNN Applied to Ego-nets for Friend Suggestions Mapreduce: simplified data processing on large clusters

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:38.288837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6f917bce-cb1d-456a-8440-bdfbc61e6c18 · outbound

This paper cites A fair comparison of graph neural networks for graph classification.

GNN Applied to Ego-nets for Friend Suggestions A fair comparison of graph neural networks for graph classification

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:38.271182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0656b2e7-5314-49db-9b61-aff514a4f9fa · outbound

This paper cites Predicting missing links via local information.

GNN Applied to Ego-nets for Friend Suggestions Predicting missing links via local information

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:38.251746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ff47ec67-cf24-4542-b6cf-27c436488551 · outbound

This paper cites Link prediction of social networks based on weighted proximity measures.

GNN Applied to Ego-nets for Friend Suggestions Link prediction of social networks based on weighted proximity measures

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:38.233133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0aa569c6-1876-4bc5-9778-a668cbbc46a8 · outbound

This paper cites Link prediction in weighted networks: The role of weak ties.

GNN Applied to Ego-nets for Friend Suggestions Link prediction in weighted networks: The role of weak ties

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:38.214909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 38634fec-44f3-4736-a6bf-7906b5316944 · outbound

This paper cites node2vec: Scalable feature learning for networks.

GNN Applied to Ego-nets for Friend Suggestions node2vec: Scalable feature learning for networks

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:38.198606Z

Source-reported events for the cited work

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Observation 85b0b07a-62cc-4734-b471-53fec700feb5 · outbound

This paper cites LINE: large-scale information network embedding.

GNN Applied to Ego-nets for Friend Suggestions LINE: large-scale information network embedding

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:38.176816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9face4fc-cd57-4984-bfa1-4fa68d92c914 · outbound

This paper cites Rossi, Nesreen K.

GNN Applied to Ego-nets for Friend Suggestions Rossi, Nesreen K

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:38.151586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 93a93b63-1c87-4cdf-9347-0f92ba9c0be5 · outbound

This paper cites Translating embeddings for modeling multi-relational data.

GNN Applied to Ego-nets for Friend Suggestions Translating embeddings for modeling multi-relational data

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:38.117939Z

Source-reported events for the cited work

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Observation e5f7b57e-d5ab-4d82-93dd-d65289492c4d · outbound

This paper cites Rotate: Knowledge graph embedding by relational rotation in complex space.

GNN Applied to Ego-nets for Friend Suggestions Rotate: Knowledge graph embedding by relational rotation in complex space

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:38.099636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f339cef1-98ff-40ed-adc2-171b7a692e30 · outbound

This paper cites Embedding entities and relations for learning and inference in knowledge bases.

GNN Applied to Ego-nets for Friend Suggestions Embedding entities and relations for learning and inference in knowledge bases

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:38.078602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f0006207-ab36-4273-90f0-7d87b592697f · outbound

This paper cites Simple embedding for link prediction in knowledge graphs.

GNN Applied to Ego-nets for Friend Suggestions Simple embedding for link prediction in knowledge graphs

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:38.050207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3c5eb3ce-5bf8-4377-ba8f-ec362892ffac · outbound

This paper cites Schoenholz, Patrick F.

GNN Applied to Ego-nets for Friend Suggestions Schoenholz, Patrick F

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:38.032688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2c8ced2a-e8ae-48b2-8efc-646bf0baa41c · outbound

This paper cites Hamilton, Zhitao Ying, and Jure Leskovec.

GNN Applied to Ego-nets for Friend Suggestions Hamilton, Zhitao Ying, and Jure Leskovec

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:38.013291Z

Source-reported events for the cited work

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Observation b640361e-5132-419f-bfe3-8a368444d414 · outbound

This paper cites Inductive representation learning on temporal graphs.

GNN Applied to Ego-nets for Friend Suggestions Inductive representation learning on temporal graphs

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:37.990507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5c5b9c7b-8a20-4b62-9861-9bbe20ee9010 · outbound

This paper cites Graph attention networks.

GNN Applied to Ego-nets for Friend Suggestions Graph attention networks

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:37.974694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 73a942bf-9281-4cd8-b922-47eede889556 · outbound

This paper cites Kipf and Max Welling.

GNN Applied to Ego-nets for Friend Suggestions Kipf and Max Welling

Reference 27

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Observation 8a8699ea-b6dd-40a8-a6c3-d2aa78d78811 · outbound

This paper cites How powerful are graph neural networks? In 7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019.

GNN Applied to Ego-nets for Friend Suggestions How powerful are graph neural networks? In 7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019

Reference 28

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Source-reported events for the cited work

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Observation d387d3ad-5672-4f4d-81e3-650a78a0d42b · outbound

This paper cites Hamilton, Jan Eric Lenssen, Gaurav Rattan, and Martin Grohe.

GNN Applied to Ego-nets for Friend Suggestions Hamilton, Jan Eric Lenssen, Gaurav Rattan, and Martin Grohe

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T14:32:37.264999Z

Source-reported events for the cited work

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Observation 45e7da25-f69e-4ab9-af43-2883f8374c89 · outbound

This paper cites Understanding the representation power of graph neural networks in learning graph topology.

GNN Applied to Ego-nets for Friend Suggestions Understanding the representation power of graph neural networks in learning graph topology

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:37.911606Z

Source-reported events for the cited work

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Observation 4d0433cf-cbdf-4e34-a2fe-2f9e28c33a2e · outbound

This paper cites On Node Features for Graph Neural Networks.

GNN Applied to Ego-nets for Friend Suggestions On Node Features for Graph Neural Networks

Reference 31

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Source-reported events for the cited work

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Observation c03c0a4f-28e9-475c-a463-f36d7aa7cf97 · outbound

This paper cites Protein interface prediction using graph convolutional networks.

GNN Applied to Ego-nets for Friend Suggestions Protein interface prediction using graph convolutional networks

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:37.895177Z

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Observation bdf239fe-824f-474d-bb67-324ea43e21ae · outbound

This paper cites A review of relational machine learning for knowledge graphs.

GNN Applied to Ego-nets for Friend Suggestions A review of relational machine learning for knowledge graphs

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:37.864211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0e28fad2-a664-4bde-8751-c25f002a0559 · outbound

This paper cites The surprising power of graph neural networks with random node initialization.

GNN Applied to Ego-nets for Friend Suggestions The surprising power of graph neural networks with random node initialization

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:37.816151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 10db411e-1416-447b-8879-9511303db4be · outbound

This paper cites Random features strengthen graph neural networks.

GNN Applied to Ego-nets for Friend Suggestions Random features strengthen graph neural networks

Reference 35

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Observation e638f40a-dda4-44d0-b8d2-c91f6edd34d8 · outbound

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GNN Applied to Ego-nets for Friend Suggestions Nature vs

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:37.779443Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1ef1d0de-db9d-4bec-b609-0d72c670dd6f · outbound

This paper cites On positional and structural node features for graph neural networks on non-attributed graphs.

GNN Applied to Ego-nets for Friend Suggestions On positional and structural node features for graph neural networks on non-attributed graphs

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:37.745105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8560df89-cd71-434a-8eab-f4aa45b64972 · outbound

This paper cites Identity-aware graph neural networks.

GNN Applied to Ego-nets for Friend Suggestions Identity-aware graph neural networks

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:37.720673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3a36232d-4261-4bfe-bc21-ea60ee438d0b · outbound

This paper cites The expressive power of graph neural networks.

GNN Applied to Ego-nets for Friend Suggestions The expressive power of graph neural networks

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:37.699890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c593267a-7a04-4d19-906c-21fcd7e941a6 · outbound

This paper cites A reduction of a graph to a canonical form and an algebra arising during this reduction.

GNN Applied to Ego-nets for Friend Suggestions A reduction of a graph to a canonical form and an algebra arising during this reduction

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:37.680650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3ac14970-8675-4f45-91b8-2003806a8256 · outbound

This paper cites Pande, and Jure Leskovec.

GNN Applied to Ego-nets for Friend Suggestions Pande, and Jure Leskovec

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:37.660734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 54324b6b-9006-490a-a461-99171915357c · outbound

This paper cites Graph convolutions that can finally model local structure.

GNN Applied to Ego-nets for Friend Suggestions Graph convolutions that can finally model local structure

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-08-11T14:32:37.462013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 053763ec-6360-49a6-9cf9-a08637abf25e · outbound

This paper cites Invariant and Equivariant Graph Networks.

GNN Applied to Ego-nets for Friend Suggestions Invariant and Equivariant Graph Networks

Reference 43

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Source-reported events for the cited work

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Observation ada02f95-2900-499e-ae01-ffe1f12ca79b · outbound

This paper cites Provably powerful graph networks.

GNN Applied to Ego-nets for Friend Suggestions Provably powerful graph networks

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:37.639137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2a06a665-4b28-463e-9dee-c8653c477e7d · outbound

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GNN Applied to Ego-nets for Friend Suggestions Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-11T14:32:37.361104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47d206a3-4d80-4191-835e-b37bf421b68d · outbound

This paper cites an unresolved cited work.

GNN Applied to Ego-nets for Friend Suggestions Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:32:37.604568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9705af13-9003-4dc5-8cd7-2f2a37c48621 · outbound

This paper cites Kriege, Franka Bause, Kristian Kersting, Petra Mutzel, and Marion Neumann.

GNN Applied to Ego-nets for Friend Suggestions Kriege, Franka Bause, Kristian Kersting, Petra Mutzel, and Marion Neumann

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T14:32:37.372645Z

Source-reported events for the cited work

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Observation 5e014ac0-59e0-47db-8c6d-cb0b4e0bd4ba · outbound

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GNN Applied to Ego-nets for Friend Suggestions Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:32:37.574378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation af2006f2-b895-4f37-8568-c8eb2456b177 · outbound

This paper cites The hadoop distributed file system.

GNN Applied to Ego-nets for Friend Suggestions The hadoop distributed file system

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:32:37.555677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.