Paper Citation Record · LEDGER

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation

As of 19 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2607.24607.

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

pith.paper-citation-record.v1
2607.24607 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T10:48:39.772772Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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 exact0
verified fuzzy0
unresolved47
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cabd6435-1ad8-4062-9a0d-3da3807fc3b6 · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.675213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ab792e2-7292-42aa-b6b2-ead90ac9643e · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.682212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9c25c18-e59e-4dc1-8967-8444f46fde3d · outbound

This paper cites 2010.Networks, crowds, and markets: Reasoning about a highly connected world.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation 2010.Networks, crowds, and markets: Reasoning about a highly connected world

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.686768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18ce3d68-6d78-411d-8052-40072bac8f35 · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.688971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54d77296-a963-45cd-bd16-fd09b4218f8f · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.691020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b741fead-2074-4fcb-9c2e-280bdc1f55b5 · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.693144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92102d1e-3e37-457c-9fbb-a0ef25b65725 · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.695171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a46466f6-8948-4dc7-b0f6-d47e4bfff7fb · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.699236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fed82d88-7254-4bb6-a5cf-326322e2d710 · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.701331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56c68d4d-921e-424f-9426-30dbaa5f5f30 · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.703289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f327fc2-32ae-4d3a-ba09-eaa3451deeff · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.707431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38c595c2-65e2-43e6-aaeb-0554a670963a · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.711422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4821e99b-edfa-420b-8429-8f83abb635cb · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Representation Learning with Contrastive Predictive Coding

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.713405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41c9a3d0-2d45-4d67-ae0c-7688cfdc5edd · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.715712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5df674de-cfe1-4916-8b0f-d1fd0cf551ff · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.720096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7154d806-23e0-4af5-9675-097aa3000eca · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.723994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b40df1f6-55ac-4fbc-898b-f5ef014be473 · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.725882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da37d12c-2614-49bd-b1bf-bdafd905a9fd · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.727716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a23cd1f-370a-4fc5-9947-bdab1270ccee · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.729571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3ea260b-6233-4f34-9424-4c553003ef44 · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.731390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c2a7195-c087-4e59-9923-ce39d1dabdc5 · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.733370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c8740b0-2072-412f-8c34-1d7b6c3e7fed · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.735281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af8eb38f-a926-4b4d-89cf-318d9b405a09 · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.737149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6aada7a-e292-47d3-91e2-3d4fed83bde6 · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.738969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d0065bf-5650-4eb2-85dc-8d6c8d415dd0 · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.740798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ca66a27-e7d5-4235-8b7d-bd9757c0ce82 · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.742693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed80bd47-4caa-461d-b371-eab3688fc5ca · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.746518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3bb9b86-02b9-46ab-a95a-69b8c9732c6e · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.748673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28769e3e-29e6-42bb-a6f4-ac1ff26743a1 · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.750593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e5b7765-b9a3-45d3-a847-0e4193d89a38 · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.752541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation add72554-7422-45a1-a823-84dfa3bfd98b · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.754545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97727029-d231-49cb-a6dc-5668675fbcce · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.756487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d114269e-49db-461b-ab0c-108ea6fe7cc7 · outbound

This paper cites InProceedings of the AAAI Conference on Artificial Intelligence, Vol.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation InProceedings of the AAAI Conference on Artificial Intelligence, Vol

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.744559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a0781c1-4814-4e35-8089-a1e93a341b0a · outbound

This paper cites MMRec: Simplifying Multimodal Recommendation.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation MMRec: Simplifying Multimodal Recommendation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.762440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42d5faa1-90bd-4f42-b81e-8fd8bd813113 · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.764633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0b28863-e650-483d-80d7-d88fa1a8a306 · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.766867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d8a57af-fe25-43d9-ad50-8c28d0ce6911 · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.768850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dc94239-592e-4f1d-b0b7-0661896cea88 · outbound

This paper cites A Comprehensive Survey on Multimodal Recommender Systems: Taxonomy, Evaluation, and Future Directions.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation A Comprehensive Survey on Multimodal Recommender Systems: Taxonomy, Evaluation, and Future Directions

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.760303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68cc646a-4a3e-4d4c-883e-befbf506ff6e · outbound

This paper cites • SimGCL[ 31] performs graph contrastive learning by injecting random noise directly into the representation space instead of augmenting the graph structure.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation • SimGCL[ 31] performs graph contrastive learning by injecting random noise directly into the representation space instead of augmenting the graph structure

Reference 46

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.770979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48ecf68b-27ed-4697-a8c2-987bddb248ad · outbound

This paper cites • DualGNN[ 17] constructs an auxiliary user-user graph to capture user preference correlations alongside multimodal item features.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation • DualGNN[ 17] constructs an auxiliary user-user graph to capture user preference correlations alongside multimodal item features

Reference 47

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.772772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 247e7a83-2e2b-48bd-9432-41cabeb07fff · outbound

This paper cites BPR: Bayesian Personalized Ranking from Implicit Feedback.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation BPR: Bayesian Personalized Ranking from Implicit Feedback

Reference 2012

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.717861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69fcb814-95d3-472c-b1e0-1a1b3a70ddd3 · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 2013

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.709534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29d5841e-9a18-41b0-9382-f80f9db2cf15 · outbound

This paper cites InProceedings of the 38th international ACM SIGIR conference on research and development in information retrieval.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation InProceedings of the 38th international ACM SIGIR conference on research and development in information retrieval

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.705377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3167ca84-5fea-42ce-a486-5676e6372809 · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering32, 5 (2019), 855–867.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation IEEE Transactions on Knowledge and Data Engineering32, 5 (2019), 855–867

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.722025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9f9f9d0-34e0-4e13-a092-6e7922055c4c · outbound

This paper cites InProceedings of the 29th ACM International Conference on Multimedia.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation InProceedings of the 29th ACM International Conference on Multimedia

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.758435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51ee8e4b-e2d6-4a84-a2d9-75b4e530b4b0 · outbound

This paper cites an unresolved cited work.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation Unresolved cited work

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.697158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a694ed9c-d9fc-42c9-9a55-d24907151d9d · outbound

This paper cites InProceed- ings of the 34th ACM International Conference on Information and Knowledge Management.

One Graph, Multiple Gains: Single High-Quality Item-Item Graph for Multimodal Recommendation InProceed- ings of the 34th ACM International Conference on Information and Knowledge Management

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-07-31T10:48:39.684384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.