Paper Citation Record · LEDGER

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation

As of 17 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2507.16396.

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

pith.paper-citation-record.v1
2507.16396 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:17:10.571811Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

45 of 45 outbound references displayed

verified exact1
verified fuzzy39
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5e313d12-3e2d-4b21-bb72-1ff160e622dd · outbound

This paper cites End-to-end attention-based large vocabulary speech recognition.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation End-to-end attention-based large vocabulary speech recognition

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:18.043769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 82763c87-cf68-4eb2-a4b1-a2801623c755 · outbound

This paper cites Adaptive anti-bottleneck multi- modal graph learning network for personalized micro- video recommendation.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Adaptive anti-bottleneck multi- modal graph learning network for personalized micro- video recommendation

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:18.024137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 67346d42-1593-4639-9afa-a843768325d1 · outbound

This paper cites Kankanhalli.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Kankanhalli

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:18.005860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 920247aa-a258-48b0-9d60-c4767a132954 · outbound

This paper cites Lightgcn: Simplifying and powering graph convolution network for recom- mendation.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Lightgcn: Simplifying and powering graph convolution network for recom- mendation

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:17.990328Z

Source-reported events for the cited work

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Observation af59c163-ef1c-4e18-8390-6e5ae79c156f · outbound

This paper cites DiffMM: Multi-Modal Diffusion Model for Recommendation.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation DiffMM: Multi-Modal Diffusion Model for Recommendation

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:17:10.825076Z

Source-reported events for the cited work

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Observation 55938502-89c8-451f-9e8b-2d5562029dc3 · outbound

This paper cites Diffkg: Knowledge graph diffusion model for recommendation.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Diffkg: Knowledge graph diffusion model for recommendation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:17.976287Z

Source-reported events for the cited work

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Observation 2c110768-e607-4df6-ba09-8f03f0fee522 · outbound

This paper cites MONET: modality-embracing graph convolutional network and target-aware attention for multimedia rec- ommendation.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation MONET: modality-embracing graph convolutional network and target-aware attention for multimedia rec- ommendation

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:17.961661Z

Source-reported events for the cited work

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Observation 66ec5191-5eec-4305-9f59-6e2cc4ac6a3b · outbound

This paper cites Spatial-temporal bi- partite graph attention network for traffic forecasting.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Spatial-temporal bi- partite graph attention network for traffic forecasting

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:17.946099Z

Source-reported events for the cited work

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Observation 0c2c0308-c71a-4699-a5fb-109d500617dc · outbound

This paper cites Improving graph collaborative filtering with neighborhood-enriched contrastive learning.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Improving graph collaborative filtering with neighborhood-enriched contrastive learning

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:17.921595Z

Source-reported events for the cited work

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Observation 3973f07d-23b0-4bbd-a0e3-1dfd0cf36c32 · outbound

This paper cites Yuille, Jonathan Huang, and Kevin Murphy.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Yuille, Jonathan Huang, and Kevin Murphy

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:17.897396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 93fbfb27-835c-4899-90a6-ea41f6347430 · outbound

This paper cites Multimodal graph contrastive learning for multimedia-based recommendation.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Multimodal graph contrastive learning for multimedia-based recommendation

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:17.870543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation af008c54-b754-453f-8d10-cb2572ab0710 · outbound

This paper cites MEGCF: multimodal entity graph collaborative filtering for personalized recommendation.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation MEGCF: multimodal entity graph collaborative filtering for personalized recommendation

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:17.844995Z

Source-reported events for the cited work

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Observation 3d75c0ef-cd84-4cef-bb21-0ea293fe6dfd · outbound

This paper cites Multimodal hierarchical graph collab- orative filtering for multimedia-based recommendation.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Multimodal hierarchical graph collab- orative filtering for multimedia-based recommendation

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:17.818042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 603399e5-b089-482c-b001-191bd5a8d58a · outbound

This paper cites Diffusion augmentation for sequential recommendation.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Diffusion augmentation for sequential recommendation

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:17.661746Z

Source-reported events for the cited work

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Observation 0c90665d-556a-4df3-90b5-52a8bc48aff9 · outbound

This paper cites Multi-modal contrastive pre-training for recommendation.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Multi-modal contrastive pre-training for recommendation

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:17.377857Z

Source-reported events for the cited work

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Observation fdb905b1-08f3-48c5-9eb3-95f582a587c0 · outbound

This paper cites Plug-in diffusion model for sequential recommendation.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Plug-in diffusion model for sequential recommendation

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:17.165070Z

Source-reported events for the cited work

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Observation 40622190-2d60-43be-991d-9a36423bf4c2 · outbound

This paper cites an unresolved cited work.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:17:16.968509Z

Source-reported events for the cited work

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Observation 83361129-9642-44b5-ae92-fd1be8a9f4c9 · outbound

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Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Unresolved cited work

Reference 18

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Source-reported events for the cited work

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Observation 6fa8f820-0b55-490a-87f9-fca8c7e8d7a2 · outbound

This paper cites Invited talk: U-net convolutional networks for biomedical image segmentation.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Invited talk: U-net convolutional networks for biomedical image segmentation

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:16.643190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 04c4c1af-9904-436b-abd5-6c73f2e5eeb1 · outbound

This paper cites Supervis- ing model attention with human explanations for robust natural language inference.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Supervis- ing model attention with human explanations for robust natural language inference

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:16.522682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b7417754-b0ac-4ce1-8022-119edf5b6d25 · outbound

This paper cites Self- supervised learning for multimedia recommendation.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Self- supervised learning for multimedia recommendation

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:16.341639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 54540df0-74e4-4a48-9104-6df007df1103 · outbound

This paper cites MGAT: multimodal graph attention network for recommendation.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation MGAT: multimodal graph attention network for recommendation

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:16.188709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7fbe0fcc-96d9-4649-8ad3-9e9cb0c7f05a · outbound

This paper cites Nation-wide touristic flow prediction with graph neural networks and heterogeneous open data.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Nation-wide touristic flow prediction with graph neural networks and heterogeneous open data

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:16.017310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d0ea5a0d-6216-45b4-8241-7891b5a45fed · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Representation Learning with Contrastive Predictive Coding

Reference 24

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Source-reported events for the cited work

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Observation bbf6bc61-854b-491c-adb3-b4fac5649b72 · outbound

This paper cites Mul- 12 timodal entity linking with gated hierarchical fusion and contrastive training.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Mul- 12 timodal entity linking with gated hierarchical fusion and contrastive training

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:15.827651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1db17f74-c65c-455c-8c3f-2ca2f870a86f · outbound

This paper cites Dualgnn: Dual graph neural network for multimedia recommendation.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Dualgnn: Dual graph neural network for multimedia recommendation

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:15.638071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a2fe1178-c510-4a04-a7bc-18f9dd1be994 · outbound

This paper cites What your images reveal: Exploiting visual contents for point-of-interest recom- mendation.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation What your images reveal: Exploiting visual contents for point-of-interest recom- mendation

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:15.448495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d0eadac8-5683-46ef-89ae-ac85da8ea9fd · outbound

This paper cites KGAT: knowledge graph attention net- work for recommendation.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation KGAT: knowledge graph attention net- work for recommendation

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:15.269553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e541ef83-b95a-42df-8252-2c183ebdf0f7 · outbound

This paper cites Neural graph collaborative filtering.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Neural graph collaborative filtering

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:15.079158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a550a49a-318b-4b50-a764-e238278ebeb9 · outbound

This paper cites Blaschko.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Blaschko

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:14.802389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 763632a4-266f-402f-a832-ac6c266b674b · outbound

This paper cites Hierarchical user intent graph network for multimedia recommendation.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Hierarchical user intent graph network for multimedia recommendation

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:14.513017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 19627bf5-240f-4ef5-b739-03cf3c5814bf · outbound

This paper cites Contrastive learning for cold-start recommendation.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Contrastive learning for cold-start recommendation

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:14.241837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1707a35b-12d5-4296-88ab-547a655eb22c · outbound

This paper cites Graph-refined convolutional network for multimedia recommendation with implicit feedback.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Graph-refined convolutional network for multimedia recommendation with implicit feedback

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:13.971718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation af2b8258-ca7e-46ec-8597-1a22ec5c6597 · outbound

This paper cites MMGCN: multi- modal graph convolution network for personalized rec- ommendation of micro-video.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation MMGCN: multi- modal graph convolution network for personalized rec- ommendation of micro-video

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:13.733152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 11a07aaa-a9ce-47ba-8517-13e3ffd2019e · outbound

This paper cites Self-supervised graph learning for recommendation.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Self-supervised graph learning for recommendation

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:13.438063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6800ed0c-703d-4903-a972-bcf5e10373eb · outbound

This paper cites Diff4rec: Sequential rec- ommendation with curriculum-scheduled diffusion aug- mentation.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Diff4rec: Sequential rec- ommendation with curriculum-scheduled diffusion aug- mentation

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:13.138318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4b20c76b-7cf8-4f0d-9ddf-852647165d1e · outbound

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Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Unresolved cited work

Reference 37

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 33858bc6-34ad-4251-bac9-70a1c0dc3386 · outbound

This paper cites an unresolved cited work.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:17:12.606732Z

Source-reported events for the cited work

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Observation d03fd867-e1a5-4100-88a6-f17b4cf9bae3 · outbound

This paper cites Modal-aware bias constrained contrastive learning for multimodal recommendation.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Modal-aware bias constrained contrastive learning for multimodal recommendation

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:12.355614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1876e9ce-e4ba-4487-8fb9-60bc7a5759d4 · outbound

This paper cites Multi-modal graph contrastive learning for micro- video recommendation.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Multi-modal graph contrastive learning for micro- video recommendation

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:12.042787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation aaa0f7e4-a15f-44e1-865d-06f6087833f9 · outbound

This paper cites Multi-view graph convolutional network for multi- media recommendation.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Multi-view graph convolutional network for multi- media recommendation

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:11.778495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6592cd4f-8c35-419a-a964-a7877b679cc7 · outbound

This paper cites Latent structure mining with contrastive modality fusion for multimedia recommen- dation.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Latent structure mining with contrastive modality fusion for multimedia recommen- dation

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:11.563251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 320c7d3d-cc07-47c4-a859-25247673bd9d · outbound

This paper cites Network representation learning via improved random walk with restart.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Network representation learning via improved random walk with restart

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:11.374431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6dacaef6-1e95-4b2f-b286-4d0183a0cda5 · outbound

This paper cites Mixed-curvature knowledge- enhanced graph contrastive learning for recommendation.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Mixed-curvature knowledge- enhanced graph contrastive learning for recommendation

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:11.208913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation aab548ca-ad79-49de-9dbf-2942b707e5c5 · outbound

This paper cites Bootstrap latent representations for multi-modal recom- mendation.

Knowledge-aware Diffusion-Enhanced Multimedia Recommendation Bootstrap latent representations for multi-modal recom- mendation

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:17:10.996682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.