Paper Citation Record · LEDGER

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering

As of 16 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2608.10247.

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

pith.paper-citation-record.v1
2608.10247 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:15:51.346788Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

30 of 30 outbound references displayed

verified exact6
verified fuzzy0
unresolved17
parse uncertain0
malformed identifier2
metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

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

This paper cites LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation.

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.

Observation 92febd39-3cc4-4e15-9ed2-a360d80af19d · outbound

This paper cites SIGformer: Sign-aware Graph Transformer for Recommendation.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering SIGformer: Sign-aware Graph Transformer for Recommendation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:50.883136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d602ef23-cc1e-47a2-80c2-3c491767e4b7 · outbound

This paper cites an unresolved cited work.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:15:53.151921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2130b0a6-901c-405c-8b66-8817a0cb38f8 · outbound

This paper cites an unresolved cited work.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering Unresolved cited work

Reference 4

Resolution: verified exact; doi, observed 2026-08-14T04:15:52.039693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 30e6777b-322c-40fe-8cb9-83c030e963aa · outbound

This paper cites KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender Systems.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender Systems

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-14T04:15:53.071557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ae107765-cb12-4599-aa59-330183b4700f · outbound

This paper cites KuaiRand: An Unbiased Sequential Recommendation Dataset with Randomly Exposed Videos.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering KuaiRand: An Unbiased Sequential Recommendation Dataset with Randomly Exposed Videos

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-14T04:15:53.011954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 97cc0b26-e6ec-451b-86d8-ec1fa4effebc · outbound

This paper cites an unresolved cited work.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:51.008110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1471008f-5e08-4c95-b580-ce1c52dcc585 · outbound

This paper cites LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:51.047812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7efdfcf5-e789-4d1f-9e09-ec46d2895a33 · outbound

This paper cites Graph Spectral Filtering with Chebyshev Interpolation for Recommendation.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering Graph Spectral Filtering with Chebyshev Interpolation for Recommendation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:51.064589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b63a5d0b-a137-4966-9097-d6b6c7cc9de8 · outbound

This paper cites an unresolved cited work.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering Unresolved cited work

Reference 10

Resolution: verified exact; doi, observed 2026-08-14T04:15:51.905331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d4a409ce-abf7-4630-9548-50802f2cdf59 · outbound

This paper cites PANE-GNN: Unifying Positive and Negative Edges in Graph Neural Networks for Recommendation.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering PANE-GNN: Unifying Positive and Negative Edges in Graph Neural Networks for Recommendation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:51.088275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d879da10-44ed-415a-9127-c67448f4f778 · outbound

This paper cites an unresolved cited work.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering Unresolved cited work

Reference 12

Resolution: malformed identifier; no resolver link, observed 2026-08-14T04:15:51.104808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fced086a-6821-4d52-a6b8-9afaa52e689c · outbound

This paper cites Turbo-CF: Matrix Decomposition-Free Graph Filtering for Fast Recommendation.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering Turbo-CF: Matrix Decomposition-Free Graph Filtering for Fast Recommendation

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-14T04:15:51.794604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e249cacd-2533-47c0-9c27-dce5ae143f0d · outbound

This paper cites an unresolved cited work.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:51.163980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a28c4c4-ca0c-4288-a3b4-2eb4ccee77bf · outbound

This paper cites PolyCF: Towards the Optimal Spectral Graph Filters for Collaborative Filtering.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering PolyCF: Towards the Optimal Spectral Graph Filters for Collaborative Filtering

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:51.171380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1bf0ad3-bd4e-4418-908a-db71dec23919 · outbound

This paper cites an unresolved cited work.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:15:53.126825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0121c529-0da3-43ac-8431-05bebb21a9d7 · outbound

This paper cites How Powerful is Graph Convolution for Recommendation?.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering How Powerful is Graph Convolution for Recommendation?

Reference 17

Resolution: metadata mismatch; local_arxiv, observed 2026-08-14T04:15:51.585550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 19372bbf-da88-469f-bb06-4d4d4f633f23 · outbound

This paper cites Signed Graph Neural Networks: A Frequency Perspective.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering Signed Graph Neural Networks: A Frequency Perspective

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:51.234127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba79e448-0355-4a93-8532-75300d9ff69f · outbound

This paper cites an unresolved cited work.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:51.245407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f19f661e-51da-4689-bfcc-3d96fa9f57e0 · outbound

This paper cites an unresolved cited work.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:51.255873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e85b135f-e155-4d54-8198-4cf94abe2d78 · outbound

This paper cites an unresolved cited work.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering Unresolved cited work

Reference 21

Resolution: metadata mismatch; raw_fallback, observed 2026-08-14T04:15:52.630827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a37a944c-a36d-4a5b-80df-dbfe2771dd0f · outbound

This paper cites Graph Learning Approaches to Recommender Systems: A Review.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering Graph Learning Approaches to Recommender Systems: A Review

Reference 22

Resolution: metadata mismatch; local_arxiv, observed 2026-08-14T04:15:51.521421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c952e029-1115-45d9-8de5-3f1d5d4183ea · outbound

This paper cites NFARec: A Negative Feedback-Aware Recommender Model.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering NFARec: A Negative Feedback-Aware Recommender Model

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-14T04:15:51.474437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1bbee55c-ee27-4cbb-a4a6-6282b24c86bb · outbound

This paper cites Neural Graph Collaborative Filtering.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering Neural Graph Collaborative Filtering

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:51.296693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb25e03c-a7b3-4a79-9831-60536e7cd4a1 · outbound

This paper cites Graph Neural Networks in Recommender Systems: A Survey.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering Graph Neural Networks in Recommender Systems: A Survey

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:51.316221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf90bd4d-2c03-48f6-a52f-c392b49c7c6e · outbound

This paper cites an unresolved cited work.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:51.333418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b723297d-f314-430d-bac0-dc925128c126 · outbound

This paper cites Recommending on graphs: a comprehensive review from a data perspective.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering Recommending on graphs: a comprehensive review from a data perspective

Reference 27

Resolution: malformed identifier; local_arxiv, observed 2026-08-14T04:15:52.365654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 53c85d72-bd16-4abd-92d3-ea2a4ca8b199 · outbound

This paper cites an unresolved cited work.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-14T04:15:51.346788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a42d4b11-ebb5-4d77-b963-4bc4866a268e · outbound

This paper cites SiReN: Sign-Aware Recommendation Using Graph Neural Networks.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering SiReN: Sign-Aware Recommendation Using Graph Neural Networks

Reference 2022

Resolution: metadata mismatch; local_arxiv, observed 2026-08-14T04:15:51.666499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation eb371b9b-bbc8-4bbb-b6d7-83837c282799 · outbound

This paper cites Blurring-Sharpening Process Models for Collaborative Filtering.

DualSpectralCF: Training-Free Sign-Aware Spectral Collaborative Filtering Blurring-Sharpening Process Models for Collaborative Filtering

Reference 2023

Resolution: metadata mismatch; local_arxiv, observed 2026-08-14T04:15:52.088428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

No inbound Pith citation observations are available.