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Paper Citation Record · LEDGER

Predict then Propagate: Graph Neural Networks meet Personalized PageRank

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 34 inbound Pith citation observations for arXiv:1810.05997.

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

pith.paper-citation-record.v1
1810.05997 v6

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 34 of 34 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T18:47:53.145704Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T00:09:14.386849Z

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External citation measurements

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Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 1e9f9c74-af81-42d9-8c13-7ef1e9f51604 · inbound

Personalized One-shot Federated Graph Learning for Heterogeneous Clients cites this paper.

Personalized One-shot Federated Graph Learning for Heterogeneous Clients Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 20

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source=arxiv_source observed=2026-08-12T18:47:53.145704Z digest=sha256:5f65c919f47306e0f50c57276b84d7f9ec594e50ae2e4e7ad5b19a1cfaedbaca

Observation c6a0e28f-86c4-4b8e-9133-be0ceb02dc83 · inbound

Unveiling the Inflexibility of Adaptive Embedding in Traffic Forecasting cites this paper.

Unveiling the Inflexibility of Adaptive Embedding in Traffic Forecasting Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 66

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source=pdf_text observed=2026-08-12T18:37:07.224372Z digest=sha256:1a066aec38270505ce98ec3dc9414788bfad462f3c3302c67c466be1f1deea3f

Observation cdb881e4-ece8-4679-9f83-30728c9d9aac · inbound

MADE: Graph Backdoor Defense with Masked Unlearning cites this paper.

MADE: Graph Backdoor Defense with Masked Unlearning Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 16

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source=pdf_text observed=2026-08-12T11:48:09.373547Z digest=sha256:851d712aa5dfd21e4842dadab7057dea57a8096fdeb554e236b574711b7e5865

Observation bbafa31e-e790-414e-821e-86d5a2886953 · inbound

Know Your Account: Double Graph Inference-based Account De-anonymization on Ethereum cites this paper.

Know Your Account: Double Graph Inference-based Account De-anonymization on Ethereum Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 40

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source=pdf_text observed=2026-08-12T10:53:21.533963Z digest=sha256:3c8ec406dfcc40d3d29849601f1ef1069ee1194fd639c745ede5be6c3c562a4d

Observation 7be7de5a-074c-4e36-97fa-c89d388f6545 · inbound

Scaling Up Graph Propagation Computation on Large Graphs: A Local Chebyshev Approximation Approach cites this paper.

Scaling Up Graph Propagation Computation on Large Graphs: A Local Chebyshev Approximation Approach Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 15

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source=pdf_text observed=2026-08-11T15:45:14.570935Z digest=sha256:d1d4121da101ddd992551346b6dab985f7b199df5d16a265233bf22ad2eec52d

Observation 5aa6995e-fd9a-476f-a5da-ebf2c71f4b0d · inbound

Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training cites this paper.

Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 15

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source=arxiv_source observed=2026-08-11T12:48:48.843823Z digest=sha256:685fca8840785ce74aa5f011ce425f93f8d214cabb2411bc0062b95240b6ac54

Observation 8a22d087-b40c-414f-ba08-718e31e183c0 · inbound

THeGCN: Temporal Heterophilic Graph Convolutional Network cites this paper.

THeGCN: Temporal Heterophilic Graph Convolutional Network Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 2016

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source=pdf_text observed=2026-08-11T10:38:15.887975Z digest=sha256:91d5fc1dda3edb56bfa08437d98880f54b00741dc6fcf4d9b172f107c6913cc9

Observation 24bb7931-328c-40d8-8bb3-e7a1d330c514 · inbound

AttriReBoost: A Gradient-Free Propagation Optimization Method for Cold Start Mitigation in Attribute Missing Graphs cites this paper.

AttriReBoost: A Gradient-Free Propagation Optimization Method for Cold Start Mitigation in Attribute Missing Graphs Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 20

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source=pdf_text observed=2026-08-10T22:52:59.256874Z digest=sha256:2c005652a0374acde3e84abd6ee834a45d0782fe79de3087158a74f2f5b42d6c

Observation 28f171e5-659d-4873-9ee5-8b695020aa36 · inbound

Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space cites this paper.

Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 6

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arxiv_id, observed 2026-05-23T04:42:33.248844Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-23T04:41:50.959730Z digest=sha256:6e88e84f896e6f2c038d11e6e29e9646b6fa55a23a61f4212e750a5241ecffb9

Observation 606af63e-79be-41b9-8a0d-4082881f48bc · inbound

Spectro-Riemannian Graph Neural Networks cites this paper.

Spectro-Riemannian Graph Neural Networks Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 11

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source=arxiv_source observed=2026-08-09T19:15:14.573752Z digest=sha256:97e1f94cbd1328d8690119e989ebc29010e9f5c3122a57e4ba7f475a906416e9

Observation e44d8743-bc71-4b90-bb69-8f315d63285b · inbound

IceBerg: Debiased Self-Training for Class-Imbalanced Node Classification cites this paper.

IceBerg: Debiased Self-Training for Class-Imbalanced Node Classification Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 8

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source=pdf_text observed=2026-08-08T16:13:44.644163Z digest=sha256:e351f2f27870e3370e0a9a5d58b341ac054e1f52c4b42900dd5aa42671dad223

Observation 4c13a040-e4f1-4023-a60e-2ab806063d93 · inbound

Semantica: Decentralized Search using a LLM-Guided Semantic Tree Overlay cites this paper.

Semantica: Decentralized Search using a LLM-Guided Semantic Tree Overlay Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 10

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source=pdf_text observed=2026-08-07T19:17:33.120351Z digest=sha256:7c240275b28889990769b23b26ebd393d024fea73b4fde72402da7b58cfdcb04

Observation 57abf8ee-1e81-4af8-8797-dd4e32fbcb48 · inbound

A Benchmark Dataset for Graph Regression with Homogeneous and Multi-Relational Variants cites this paper.

A Benchmark Dataset for Graph Regression with Homogeneous and Multi-Relational Variants Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 6

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arxiv_id, observed 2026-05-19T13:12:18.280097Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 0f6bbdbe-1f00-4782-94a8-86fb168560d8 · inbound

OpenGT: A Comprehensive Benchmark For Graph Transformers cites this paper.

OpenGT: A Comprehensive Benchmark For Graph Transformers Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 4

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source=pdf_text observed=2026-08-07T10:37:17.393239Z digest=sha256:7e669600303ab06e2b323369695c01fe12f94bb87a45429edb0071db400b57fe

Observation adfc73fe-5dc2-4a59-80aa-cf6930a843f6 · inbound

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture cites this paper.

LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 6

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source=pdf_text observed=2026-08-07T04:33:14.186144Z digest=sha256:9ff4dfe04399a8288b5bed2fe772de1cfb61a11da3ae5adce7e940ca07397096

Observation f39056b9-d891-4e67-a224-c6f614eb73cb · inbound

Uncertainty-Aware Graph Neural Networks: A Multi-Hop Evidence Fusion Approach cites this paper.

Uncertainty-Aware Graph Neural Networks: A Multi-Hop Evidence Fusion Approach Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 31

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Observation 182f9110-4ee9-4ab4-aad6-762b0376a255 · inbound

Simplifying Graph Kernels for Efficient cites this paper.

Simplifying Graph Kernels for Efficient Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 6

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source=pdf_text observed=2026-08-06T20:16:09.322992Z digest=sha256:3f67ccfc652c39ce4f963e0baaba9f65e4f7a52801292c13a7d4128086c1a8ae

Observation f483cdbc-f97e-4143-9f78-173b0ac1cf8b · inbound

When Speed meets Accuracy: an Efficient and Effective Graph Model for Temporal Link Prediction cites this paper.

When Speed meets Accuracy: an Efficient and Effective Graph Model for Temporal Link Prediction Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 12

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source=pdf_text observed=2026-08-06T16:22:59.307341Z digest=sha256:6026d6bb1bad867860de1abe15987d7ae52beacc03b4fde39a89bbb34b2310d1

Observation 3bfafab8-1a20-4474-96a8-37fa9313907f · inbound

GegenNet: Spectral Convolutional Neural Networks for Link Sign Prediction in Signed Bipartite Graphs cites this paper.

GegenNet: Spectral Convolutional Neural Networks for Link Sign Prediction in Signed Bipartite Graphs Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 29

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Observation 686990de-1a97-4f0b-927d-662056cdea87 · inbound

A Hierarchical Quantized Tokenization Framework for Task-Adaptive Graph Representation Learning cites this paper.

A Hierarchical Quantized Tokenization Framework for Task-Adaptive Graph Representation Learning Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 19

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arxiv_id, observed 2026-05-25T07:50:28.968689Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 98e5b1e2-ce6f-4137-8278-3de8902f1158 · inbound

A Hierarchical Quantized Tokenization Framework for Task-Adaptive Graph Representation Learning cites this paper.

A Hierarchical Quantized Tokenization Framework for Task-Adaptive Graph Representation Learning Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 17

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source=pdf_text observed=2026-08-04T10:00:48.099409Z digest=sha256:4517874e909d43993fa5bf8a1a88d8ca7ce68d3adaf0238e2c8362e67fad260e

Observation c49e513b-8ace-4e00-8673-db39d883acdd · inbound

Learning from Historical Activations in Graph Neural Networks cites this paper.

Learning from Historical Activations in Graph Neural Networks Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 10

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arxiv_id, observed 2026-05-21T17:15:25.362041Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation ed2ee696-4dcd-4ae4-9793-8cafd680d19a · inbound

Scalable Topology-Preserving Graph Coarsening: Concepts and Algorithms cites this paper.

Scalable Topology-Preserving Graph Coarsening: Concepts and Algorithms Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 19

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source=arxiv_source observed=2026-08-03T06:35:48.545179Z digest=sha256:b7ccaf88a4617bfdd795b9474e257cd4a394e7ff33155d00536066d8d799a202

Observation acf77921-77da-4223-9d6a-d8d59b8ea80d · inbound

UniDetect: LLM-Driven Universal Fraud Detection across Heterogeneous Blockchains cites this paper.

UniDetect: LLM-Driven Universal Fraud Detection across Heterogeneous Blockchains Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 14

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arxiv_id, observed 2026-05-11T09:26:03.339937Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 93484e19-a855-43c2-9138-38d57880b05a · inbound

Multi-Perspective Evidence Synthesis and Reasoning for Unsupervised Multimodal Entity Linking cites this paper.

Multi-Perspective Evidence Synthesis and Reasoning for Unsupervised Multimodal Entity Linking Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 17

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arxiv_id, observed 2026-05-10T00:34:47.678192Z

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source=pdf_text observed=2026-05-10T00:34:00.258761Z digest=sha256:7e666c774ba0ff8611a5945e6df6cd6cd48b22a6f5d02b27e4b09ab3cbbe4dcb

Observation cc069e7b-5799-4323-b50b-25ce11dabdb3 · inbound

Attention-based graph neural networks: a survey cites this paper.

Attention-based graph neural networks: a survey Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 117

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arxiv_id, observed 2026-05-12T08:26:24.937256Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 34db17f6-d829-4d82-98fb-3b53e5073523 · inbound

Graph Navier Stokes Networks cites this paper.

Graph Navier Stokes Networks Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 26

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arxiv_id, observed 2026-06-30T17:14:56.828115Z

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Observation 889ec963-7ce0-48b8-9381-e1c59f8c63d8 · inbound

An Efficient and Scalable Graph Condensation with Structure-Preserving cites this paper.

An Efficient and Scalable Graph Condensation with Structure-Preserving Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 35

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arxiv_id, observed 2026-06-29T00:12:50.265265Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 5c23a937-6200-48de-9f1a-d965d52c2968 · inbound

Bidirectional Semantic Complementary Tool Retrieval for Remote Sensing Agents cites this paper.

Bidirectional Semantic Complementary Tool Retrieval for Remote Sensing Agents Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 30

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arxiv_id, observed 2026-07-01T08:45:34.958798Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation beb59dc6-d0a8-467f-abc0-37578537463b · inbound

Beyond Convolution: Advancing Hypergraph Neural Networks with Hypergraph U-Nets cites this paper.

Beyond Convolution: Advancing Hypergraph Neural Networks with Hypergraph U-Nets Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 68

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arxiv_id, observed 2026-07-03T00:17:29.148134Z

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source=pdf_text observed=2026-06-27T17:21:28.096446Z digest=sha256:5701eb7fdcd8388158a55f1ae97c7dd23e3c3c7b9659f233cac320f38145cfea

Observation 726a6ac9-64a8-4be2-be16-3ca003ae37be · inbound

Beyond the Golden Teacher: Enhancing Graph Learning through LLM-GNN Co-teaching cites this paper.

Beyond the Golden Teacher: Enhancing Graph Learning through LLM-GNN Co-teaching Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 22

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arxiv_id, observed 2026-07-03T09:07:47.659196Z

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source=pdf_text observed=2026-06-27T10:33:02.954683Z digest=sha256:b87f3a4a903f0ca039cda1990daf54542199860092f8316d681c433959a5b017

Observation a9fa032d-3220-4e1a-93b6-1b9889f696ac · inbound

AGDN: Learning to Solve Traveling Salesman Problem with Anisotropic Graph Diffusion Network cites this paper.

AGDN: Learning to Solve Traveling Salesman Problem with Anisotropic Graph Diffusion Network Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 25

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arxiv_id, observed 2026-07-04T00:09:14.390111Z

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source=pdf_text observed=2026-06-26T21:29:20.129182Z digest=sha256:812b89fa9299ec9e31a7a6fbfb656c75c116cb9c42575f1f3fbf05eb716b8447

Observation e0f7bc80-3a83-4666-bf5d-4236b42530f8 · inbound

NodeImport: Imbalanced Node Classification with Node Importance Assessment cites this paper.

NodeImport: Imbalanced Node Classification with Node Importance Assessment Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 14

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Observation 5712a9bc-a0ab-4e3f-9dfa-5da4ab16c695 · inbound

ProPRL: Property-Aware Prerequisite Relation Learning in Educational Knowledge Graphs cites this paper.

ProPRL: Property-Aware Prerequisite Relation Learning in Educational Knowledge Graphs Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Reference 2019

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