Paper Citation Record · LEDGER

LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2302.08191.

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

pith.paper-citation-record.v1
2302.08191 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:15:50.876309Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T17:31:22.336712Z

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 29e8a186-db65-47e7-8984-389c920f1375 · inbound

Breaking Information Cocoons: A Hyperbolic Framework for Balancing Exploration and Exploitation in Recommender Systems cites this paper.

Breaking Information Cocoons: A Hyperbolic Framework for Balancing Exploration and Exploitation in Recommender Systems LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T15:54:48.759737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5f993c7-c9c7-44c4-ba18-56a2ecbb7626 · inbound

Distributionally Robust Graph Out-of-Distribution Recommendation via Diffusion Model cites this paper.

Distributionally Robust Graph Out-of-Distribution Recommendation via Diffusion Model LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T14:16:56.765829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a18119dc-0217-46f8-8a45-5fe468b44b9b · inbound

Graph Contrastive Learning for Optimizing Sparse Data in Recommender Systems with LightGCL cites this paper.

Graph Contrastive Learning for Optimizing Sparse Data in Recommender Systems with LightGCL LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T13:08:13.434939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2545efb5-5003-4c84-a231-bd867e438d4b · inbound

Hybrid Matrix Factorization Based Graph Contrastive Learning for Recommendation System cites this paper.

Hybrid Matrix Factorization Based Graph Contrastive Learning for Recommendation System LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T05:40:35.203703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 345fc6f0-43a9-4647-a16c-daf3fbb50a69 · inbound

SLSREC: Self-Supervised Contrastive Learning for Adaptive Fusion of Long- and Short-Term User Interests cites this paper.

SLSREC: Self-Supervised Contrastive Learning for Adaptive Fusion of Long- and Short-Term User Interests LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:00:47.673295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8a1f2278-911f-4a4d-a1d5-5901c70255ab · inbound

Frequency-Corrupt Based Graph Self-Supervised Learning cites this paper.

Frequency-Corrupt Based Graph Self-Supervised Learning LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-10T08:32:52.069339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1b83affa-f681-433e-87d0-72b27f657631 · inbound

Frequency-Corrupt Based Graph Self-Supervised Learning cites this paper.

Frequency-Corrupt Based Graph Self-Supervised Learning LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T16:10:59.602230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04069419-e048-480f-bf48-6d056dea7837 · inbound

Mixture of Sequence: Theme-Aware Mixture-of-Experts for Long-Sequence Recommendation cites this paper.

Mixture of Sequence: Theme-Aware Mixture-of-Experts for Long-Sequence Recommendation LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-15T17:31:22.339816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f8d84215-0b71-4c6f-9d6d-ddd6d90a74fa · inbound

MMFGU: Multimodal Federated Graph Unlearning cites this paper.

MMFGU: Multimodal Federated Graph Unlearning LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T00:40:02.982835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d532fa3-6f39-4995-a5c3-c4835ae5665a · inbound

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering cites this paper.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:50.876309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.