Paper Citation Record · LEDGER

Enhancing Recommendation Systems with GNNs and Addressing Over-Smoothing

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2412.03097.

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

pith.paper-citation-record.v1
2412.03097 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:55:48.045850Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-11T00:39:36.052997Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 475e16ca-928e-42c1-bf72-66b35d2a474f · inbound

Dynamic User Interface Generation for Enhanced Human-Computer Interaction Using Variational Autoencoders cites this paper.

Dynamic User Interface Generation for Enhanced Human-Computer Interaction Using Variational Autoencoders Enhancing Recommendation Systems with GNNs and Addressing Over-Smoothing

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T12:12:20.100276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc7c5c36-1b49-4c06-9585-d00ed01c9d77 · inbound

Machine Learning Techniques for Pattern Recognition in High-Dimensional Data Mining cites this paper.

Machine Learning Techniques for Pattern Recognition in High-Dimensional Data Mining Enhancing Recommendation Systems with GNNs and Addressing Over-Smoothing

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T11:18:31.290025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b946952a-e40c-4462-bf3b-867c3c6b235b · inbound

Adaptive User Interface Generation Through Reinforcement Learning: A Data-Driven Approach to Personalization and Optimization cites this paper.

Adaptive User Interface Generation Through Reinforcement Learning: A Data-Driven Approach to Personalization and Optimization Enhancing Recommendation Systems with GNNs and Addressing Over-Smoothing

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T10:18:14.590914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba10ba14-915d-4d13-b3e2-8473f512b40e · inbound

Dynamic Scheduling Strategies for Resource Optimization in Computing Environments cites this paper.

Dynamic Scheduling Strategies for Resource Optimization in Computing Environments Enhancing Recommendation Systems with GNNs and Addressing Over-Smoothing

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T05:40:19.771118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da5a2b00-ae72-4e94-9c4a-c89c9d4ee681 · inbound

Computer Vision-Driven Gesture Recognition: Toward Natural and Intuitive Human-Computer cites this paper.

Computer Vision-Driven Gesture Recognition: Toward Natural and Intuitive Human-Computer Enhancing Recommendation Systems with GNNs and Addressing Over-Smoothing

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T04:50:46.881109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99d7ecbc-3bd7-4923-b3b8-0b4fab0c19f7 · inbound

A Matrix Logic Approach to Efficient Frequent Itemset Discovery in Large Data Sets cites this paper.

A Matrix Logic Approach to Efficient Frequent Itemset Discovery in Large Data Sets Enhancing Recommendation Systems with GNNs and Addressing Over-Smoothing

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-11T00:39:36.062295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7ca53fb3-9c21-404b-b95e-d3b1ea050b18 · inbound

AI-Driven Health Monitoring of Distributed Computing Architecture: Insights from XGBoost and SHAP cites this paper.

AI-Driven Health Monitoring of Distributed Computing Architecture: Insights from XGBoost and SHAP Enhancing Recommendation Systems with GNNs and Addressing Over-Smoothing

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T14:55:48.045850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.