Paper Citation Record · LEDGER

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph

As of 20 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2508.14059.

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

pith.paper-citation-record.v1
2508.14059 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:22:03.763375Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

32 of 32 outbound references displayed

verified exact2
verified fuzzy23
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a8969cb1-b4e4-4e04-aa12-e10895ab4fc4 · outbound

This paper cites write newline.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T22:22:03.646504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d29a7c8-ee53-4265-ab31-bfdef5b4d551 · outbound

This paper cites Demystifying Distributed Training of Graph Neural Networks for Link Prediction.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph Demystifying Distributed Training of Graph Neural Networks for Link Prediction

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-05T22:22:03.868486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 87178535-6499-4daa-903e-fe1d2cd53066 · outbound

This paper cites Deepgnn documentation: Link prediction with pytorch backend.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph Deepgnn documentation: Link prediction with pytorch backend

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:04.115994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c11eba1c-8111-4b14-8800-4e4ff629a628 · outbound

This paper cites Efficient Mixed Precision Quantization in Graph Neural Networks.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph Efficient Mixed Precision Quantization in Graph Neural Networks

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-05T22:22:03.852210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fa5c587a-d49e-4b88-a050-b7b382a2d6f8 · outbound

This paper cites Fast graph representation learning with pytorch geometric, 2019.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph Fast graph representation learning with pytorch geometric, 2019

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T22:22:03.666554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ba42113-f41e-42b9-9c50-9e1fd7a2e262 · outbound

This paper cites Pitfalls of graph neural network evaluation.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph Pitfalls of graph neural network evaluation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:04.101754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d4152e30-0c1c-4914-bb35-18273f50510a · outbound

This paper cites node2vec: Scalable feature learning for networks.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph node2vec: Scalable feature learning for networks

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T22:22:03.673958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc4a8ae2-dc5d-42a2-a71e-ba47404c360d · outbound

This paper cites Hamilton.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph Hamilton

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:04.086983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0a1e172b-b32d-4e5b-9c17-de29f8082125 · outbound

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

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph Hamilton, Rex Ying, and Jure Leskovec

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:04.078610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 683ca15a-0d71-4da2-b8fc-525138d9a7a1 · outbound

This paper cites Lightgcn: Simplifying and powering graph convolution network for recommendation.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph Lightgcn: Simplifying and powering graph convolution network for recommendation

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:04.069670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 95d39892-cd5d-4767-955f-ae0eec95693a · outbound

This paper cites An Introduction to Statistical Learning: With Applications in R.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph An Introduction to Statistical Learning: With Applications in R

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:04.061060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9e7eaba2-6b91-4140-894a-3c7693be4f2c · outbound

This paper cites Roc: Large-scale distributed training for graph neural networks.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph Roc: Large-scale distributed training for graph neural networks

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:04.051396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 56a30097-d70d-47cb-a5bf-0bb4e2f71b9a · outbound

This paper cites Matrix factorization techniques for recommender systems.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph Matrix factorization techniques for recommender systems

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:04.042949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 81b16fa5-ad27-4478-9f85-9b135fc635d4 · outbound

This paper cites GraphPro: Graph Pre-training and Prompt Learning for Recommendation.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph GraphPro: Graph Pre-training and Prompt Learning for Recommendation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T22:22:03.700297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0c8ed4c-9536-40a5-9437-9cf87ca9bdc2 · outbound

This paper cites Focal loss for dense object detection, 2018.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph Focal loss for dense object detection, 2018

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:04.034386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 13d634c7-dea1-4271-a959-502851203978 · outbound

This paper cites Uniform boundedness for Brauer groups of forms in positive characteristic.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph Uniform boundedness for Brauer groups of forms in positive characteristic

Reference 16

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T22:22:03.823295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2368384c-3d3f-419d-bf3d-86370015a8b0 · outbound

This paper cites Deepwalk: Online learning of social representations.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph Deepwalk: Online learning of social representations

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:04.023874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1e782c24-ec02-4b1e-bc5a-f5c17b10dd91 · outbound

This paper cites torch\_geometric.loader.linkneighborloader documentation.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph torch\_geometric.loader.linkneighborloader documentation

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:04.013451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2257ee30-e20f-4a1f-aeae-5be2b8d31580 · outbound

This paper cites torch.nn.embedding — pytorch 2.2 documentation.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph torch.nn.embedding — pytorch 2.2 documentation

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:04.003125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8b35a89b-6a8d-40d5-9f3c-bfd65b15e231 · outbound

This paper cites Sentence-bert: Sentence embeddings using siamese bert-networks.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph Sentence-bert: Sentence embeddings using siamese bert-networks

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:03.993175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 938bad2f-1264-47ee-922b-ca680bd85153 · outbound

This paper cites Graphsage for classification in python.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph Graphsage for classification in python

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:03.981577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 189bd797-463a-48a6-b0a3-e4cfc3192953 · outbound

This paper cites How Attentive are Graph Attention Networks?.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph How Attentive are Graph Attention Networks?

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T22:22:03.728484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e16ded25-62a0-492c-89f2-4e9b76d781e4 · outbound

This paper cites sklearn.preprocessing.onehotencoder — scikit-learn 1.4.2 documentation.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph sklearn.preprocessing.onehotencoder — scikit-learn 1.4.2 documentation

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:03.968505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 36992e27-8c0b-4475-b7dd-4700e93708a2 · outbound

This paper cites Amazon product co-purchasing network metadata.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph Amazon product co-purchasing network metadata

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:03.956759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 686ffe3f-f829-47ee-be1a-372a390dff8b · outbound

This paper cites Graph attention networks, 2018.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph Graph attention networks, 2018

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:03.945925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ae5e37fe-1397-408d-8b51-7164e037c8d9 · outbound

This paper cites A comprehensive survey on graph neural networks.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph A comprehensive survey on graph neural networks

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:03.936110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d94aea92-8806-4e85-b9a0-7e85567b1274 · outbound

This paper cites Hamilton, and Jure Leskovec.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph Hamilton, and Jure Leskovec

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:03.926549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fef7d017-79a9-4547-b0e4-1d8aeb831bf7 · outbound

This paper cites Recommending related products using graph neural networks in directed graphs.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph Recommending related products using graph neural networks in directed graphs

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:03.916970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9b362877-8bc3-4c64-ba5f-caa55f29e851 · outbound

This paper cites Asymmetric message passing for scalable graph neural network link prediction.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph Asymmetric message passing for scalable graph neural network link prediction

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:03.906034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6bf23734-1358-47a7-ba2e-dd7621100f01 · outbound

This paper cites Recbole: Towards a unified, comprehensive and efficient framework for recommendation algorithms.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph Recbole: Towards a unified, comprehensive and efficient framework for recommendation algorithms

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:03.893279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0d841c39-fd27-4e35-a396-a932fe5aa3f3 · outbound

This paper cites Convmatch: Graph coarsening via convolutional matching for scalable graph neural networks.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph Convmatch: Graph coarsening via convolutional matching for scalable graph neural networks

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:22:03.880210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 80f78363-6b95-41d6-b7c1-d66b35699c3a · outbound

This paper cites AliGraph: A Comprehensive Graph Neural Network Platform.

Graph Neural Network for Product Recommendation on the Amazon Co-purchase Graph AliGraph: A Comprehensive Graph Neural Network Platform

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T22:22:03.763375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.