Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:31:43.605507Z
Paper Citation Record · LEDGER
From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs
As of 8 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 1 inbound Pith citation observation for arXiv:2506.02243.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-28T15:43:46.621365Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-01T22:06:16.721786Z
Reference resolution
22 of 22 outbound references displayed
- verified exact1
- verified fuzzy3
- unresolved18
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation b556c0bb-a85b-4940-9d10-8b34746d4c04 · outbound
This paper cites an unresolved cited work.
From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:31:41.973685Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de2f074e-a042-411f-8ad3-7a94e35d1bc4 · outbound
This paper cites Supervised Learning on Relational Databases with Graph Neural Networks.
From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs Supervised Learning on Relational Databases with Graph Neural Networks
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:31:42.054459Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f68db605-542b-4770-b04f-1242159437cb · outbound
This paper cites an unresolved cited work.
From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:45.662413Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a6c75619-0c73-4eef-9fcf-8d7862a5bd74 · outbound
This paper cites Kanatsoulis, Rishi Puri, Matthias Fey, and Jure Leskovec.
From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs Kanatsoulis, Rishi Puri, Matthias Fey, and Jure Leskovec
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:31:42.225303Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03daea2d-61dc-4a7d-977c-0e22c057354f · outbound
This paper cites an unresolved cited work.
From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:45.496033Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 48434326-c440-4a02-991d-ab62fd349c39 · outbound
This paper cites an unresolved cited work.
From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:45.346706Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a4272010-76ea-418b-8718-c618f6ef1d85 · outbound
This paper cites an unresolved cited work.
From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:45.209040Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f1d79d37-5f06-43cd-b539-62971b676cf4 · outbound
This paper cites Fast Graph Representation Learning with PyTorch Geometric.
From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs Fast Graph Representation Learning with PyTorch Geometric
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:31:42.587304Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3936d46b-26f3-409d-85ce-9ae1a3249814 · outbound
This paper cites an unresolved cited work.
From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:44.910446Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4464061b-247b-4d27-84b1-281653c4c0e6 · outbound
This paper cites Hamilton, Zhitao Ying, and Jure Leskovec.
From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs Hamilton, Zhitao Ying, and Jure Leskovec
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:31:44.765979Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e9ef408e-ab54-4085-9f64-eb1a07abac20 · outbound
This paper cites Kipf and Max Welling.
From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs Kipf and Max Welling
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:31:44.568652Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 414fa82a-5f35-4322-b60a-b7ebb64340f8 · outbound
This paper cites Graph Neural Networks for Tabular Data Learning: A Survey with Taxonomy and Directions.
From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs Graph Neural Networks for Tabular Data Learning: A Survey with Taxonomy and Directions
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:31:43.043038Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82a257dd-9933-4406-bfe5-7a95ce8a0e3a · outbound
This paper cites The CTU Prague Relational Learning Repository.
From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs The CTU Prague Relational Learning Repository
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:31:43.118565Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de9c585a-4bff-45b6-b593-bc679c79756c · outbound
This paper cites an unresolved cited work.
From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs Unresolved cited work
Reference 14
- Resolution
- verified exact
- doi, observed 2026-08-07T11:31:43.776928Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9c28bcc8-d18e-4b16-a77c-dc6e45aa6614 · outbound
This paper cites Pu, and Renée J.
From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs Pu, and Renée J
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:31:43.250419Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5487b25b-2b19-439b-9478-35bf2d5351eb · outbound
This paper cites Kipf, Peter Bloem, Rianne Van den Berg, Ivan Titov, and Max Welling.
From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs Kipf, Peter Bloem, Rianne Van den Berg, Ivan Titov, and Max Welling
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:31:43.336505Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 996d6f52-b3a5-429d-be02-b5a64ab73bf7 · outbound
This paper cites an unresolved cited work.
From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:44.387081Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2f7d4172-61e1-4ea3-9996-8b78840a3ad5 · outbound
This paper cites an unresolved cited work.
From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:31:44.172451Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6267dc01-95a1-46ec-88a3-550873055954 · outbound
This paper cites GFS: Graph-based Feature Synthesis for Prediction over Relational Databases.
From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs GFS: Graph-based Feature Synthesis for Prediction over Relational Databases
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:31:43.605507Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 415aa303-8e2f-4105-b838-0182bc4b6ed8 · outbound
This paper cites Survey on Generalization Theory for Graph Neural Networks.
From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs Survey on Generalization Theory for Graph Neural Networks
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:31:43.556743Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2cf64c5e-7b1d-47b3-afdf-d993432f5073 · outbound
This paper cites TabGNN: Multiplex Graph Neural Network for Tabular Data Prediction.
From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs TabGNN: Multiplex Graph Neural Network for Tabular Data Prediction
Reference 2021
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:31:42.728588Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 744a414d-01b4-42e4-b3ff-6bc8d9d24e1b · outbound
This paper cites Kumo.ai whitepaper.
From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs Kumo.ai whitepaper
Reference 2025
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:31:45.101225Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Pith citing papers
Observation 82ec5eef-e7f9-4eca-8d4b-1dcbc6a3fd4e · inbound
TabPrep: Closing the Feature Engineering Gap in Tabular Benchmarks cites this paper.
TabPrep: Closing the Feature Engineering Gap in Tabular Benchmarks From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs
Reference 97
- Resolution
- malformed identifier
- arxiv_id, observed 2026-07-01T22:06:16.723719Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.