Paper Citation Record · LEDGER

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets

As of 22 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2508.20986.

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

pith.paper-citation-record.v1
2508.20986 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:46:18.627021Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

47 of 47 outbound references displayed

verified exact2
verified fuzzy9
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 89b47a82-4827-4604-96d0-80bc001ca767 · outbound

This paper cites https://sourceforge.net/projects/proper/files/Datasets/raw/.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets https://sourceforge.net/projects/proper/files/Datasets/raw/

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:46:19.093339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f8ab7c18-0442-422e-af85-38053cf0eacf · outbound

This paper cites Brazilian E-Commerce Public Dataset by Olist.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Brazilian E-Commerce Public Dataset by Olist

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:46:19.083090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 768d642d-6192-40f3-8c71-b2df082b8917 · outbound

This paper cites Elo Merchant Category Recommendation.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Elo Merchant Category Recommendation

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:46:19.072730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation dd232d6d-f943-4dcd-a753-1144d87d5629 · outbound

This paper cites Event Recommendation Engine Challenge.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Event Recommendation Engine Challenge

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:46:19.061468Z

Source-reported events for the cited work

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Observation 121d7263-e216-4257-afaf-e6c292fa318f · outbound

This paper cites Formula One.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Formula One

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:46:19.051303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f6341175-1948-499c-abad-02de523400a6 · outbound

This paper cites MovieLens 1M Dataset.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets MovieLens 1M Dataset

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:46:19.041159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 246b5ae2-fc34-41a8-9377-585a7bd79fcd · outbound

This paper cites Predicting Excitement at DonorsChoose.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Predicting Excitement at DonorsChoose

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:46:19.031106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4c52a40a-d101-46cb-9164-fa60b987d92e · outbound

This paper cites an unresolved cited work.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:46:19.020443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ddb0d540-b8a3-4f5b-9001-80f9181dd7e2 · outbound

This paper cites an unresolved cited work.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T14:46:18.503547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58c239ca-7894-4b60-86ed-92f2d8a9ebaf · outbound

This paper cites an unresolved cited work.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T14:46:18.507123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 488cc645-7945-4a8e-8dfb-ad499ba50ac8 · outbound

This paper cites ARDA: Automatic Relational Data Augmentation for Machine Learning.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets ARDA: Automatic Relational Data Augmentation for Machine Learning

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-05T14:46:18.773759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d7285535-f3ec-4ce1-923f-d63aeb6c5c63 · outbound

This paper cites Sequential Deep Learning for Credit Risk Monitoring with Tabular Financial Data.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Sequential Deep Learning for Credit Risk Monitoring with Tabular Financial Data

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T14:46:18.514406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 732e6695-ee00-4c37-92b0-790cc2b48d12 · outbound

This paper cites Supervised Learning on Relational Databases with Graph Neural Networks.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Supervised Learning on Relational Databases with Graph Neural Networks

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T14:46:18.518343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46f5ec0e-1c66-43a2-8ab1-558a2f8a0987 · outbound

This paper cites Relational Deep Learning: Graph Representation Learning on Relational Databases.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Relational Deep Learning: Graph Representation Learning on Relational Databases

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T14:46:18.521561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f70e0141-9c80-460f-b75b-26b9207e838a · outbound

This paper cites an unresolved cited work.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:46:18.996028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 60683048-5f95-436d-99bc-57454bc26238 · outbound

This paper cites an unresolved cited work.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:46:18.985301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6b576db6-6653-4ae2-bf37-12a43aa2ddf2 · outbound

This paper cites an unresolved cited work.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:46:18.975492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bcf10053-30e6-4b08-b0cd-ae3df66e4500 · outbound

This paper cites DeepFM: A Factorization-Machine based Neural Network for CTR Prediction.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets DeepFM: A Factorization-Machine based Neural Network for CTR Prediction

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T14:46:18.534700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee531b92-04ee-431b-8319-033d151dc94b · outbound

This paper cites an unresolved cited work.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:46:18.965112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 01e3a992-9157-449e-994a-ebba468650f7 · outbound

This paper cites an unresolved cited work.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T14:46:18.541307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fc61d07-cba2-4be1-acd1-dc26ff1ba1ba · outbound

This paper cites PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T14:46:18.544170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56c861fe-664f-4df0-9414-ad019cea0041 · outbound

This paper cites an unresolved cited work.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:46:18.949436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation debe89a5-85bc-4857-a881-cf3d33352573 · outbound

This paper cites an unresolved cited work.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T14:46:18.553306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e206d00-f1d5-49bf-911b-e1f65477d369 · outbound

This paper cites an unresolved cited work.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:46:18.920642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9f97bd56-0141-4b89-9597-534e437dfab8 · outbound

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

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Semi-Supervised Classification with Graph Convolutional Networks

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T14:46:18.559329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19248ccd-fb96-4d53-86bb-5f8dfc88e44b · outbound

This paper cites an unresolved cited work.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:46:18.909025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 10158095-6185-4fb7-8c9e-9ed2f15f2fd0 · outbound

This paper cites an unresolved cited work.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:46:18.897757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8c765d4b-bfb9-4fa1-8baf-79b30bbd2927 · outbound

This paper cites an unresolved cited work.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T14:46:18.568887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a45e7ad6-7624-4e3b-ad8b-4d6ac6747c91 · outbound

This paper cites an unresolved cited work.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T14:46:18.571894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 838edf12-0fad-4cb3-9ed8-81011d4361e4 · outbound

This paper cites an unresolved cited work.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:46:18.876709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 337fdf99-9011-4564-bb8a-727cb7bb1997 · outbound

This paper cites an unresolved cited work.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:46:18.867206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b9377d82-50b5-473f-b743-1f1cc46a7047 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T14:46:18.584272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 056c142b-ff37-4d20-8ba8-5df430b6e7c3 · outbound

This paper cites an unresolved cited work.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T14:46:18.587629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d686d906-b2cc-4683-80c9-64271f936d18 · outbound

This paper cites an unresolved cited work.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T14:46:18.590859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bcf4146-28c7-4ea5-947e-0e29090e121c · outbound

This paper cites Are Key-Foreign Key Joins Safe to Avoid when Learning High-Capacity Classifiers?.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Are Key-Foreign Key Joins Safe to Avoid when Learning High-Capacity Classifiers?

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-08-05T14:46:18.695321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8c8472dd-fcc1-4eeb-8382-e03f8174065d · outbound

This paper cites an unresolved cited work.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:46:18.836349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ab8730a3-7635-465a-a588-3f11395fdc4d · outbound

This paper cites an unresolved cited work.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T14:46:18.599961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a341158c-cf35-4903-a301-24da024aaf38 · outbound

This paper cites Graph Attention Networks.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Graph Attention Networks

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T14:46:18.602956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a014c927-b47c-4dfa-88e5-9c421869887c · outbound

This paper cites an unresolved cited work.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:46:18.819870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4dbcbbb0-7541-4309-b194-592c076fbc8a · outbound

This paper cites an unresolved cited work.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-05T14:46:18.609399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dcba13a-b37b-46fb-a0d8-b91664d0c9d4 · outbound

This paper cites How Powerful are Graph Neural Networks?.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets How Powerful are Graph Neural Networks?

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-05T14:46:18.616309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 135e4855-2eeb-4853-bbe2-3cbd8771d045 · outbound

This paper cites an unresolved cited work.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:46:18.802895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2100be10-bea6-473a-9f26-c8f2d2defc65 · outbound

This paper cites an unresolved cited work.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:46:18.793312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b5e8abcf-d220-4c84-9da3-83438994a143 · outbound

This paper cites an unresolved cited work.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:46:18.783769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7db58054-6674-4447-951f-e3106ee5e4e1 · outbound

This paper cites Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks.

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks

Reference 2017

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T14:46:18.671448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a8e68e7a-33f9-4606-844b-14f461a80bcb · outbound

This paper cites In 2022 IEEE 38th International Conference on Data Engineering (ICDE).

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets In 2022 IEEE 38th International Conference on Data Engineering (ICDE)

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:46:18.857781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation dbc2a218-c1dd-4f6e-aa42-8da21f10ee13 · outbound

This paper cites In 2024 IEEE 40th International Conference on Data Engineering (ICDE).

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets In 2024 IEEE 40th International Conference on Data Engineering (ICDE)

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:46:18.939538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

No inbound Pith citation observations are available.