Paper Citation Record · LEDGER

Modality Reliability Guided Multimodal Recommendation

As of 18 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 1 inbound Pith citation observation for arXiv:2504.16524.

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

pith.paper-citation-record.v1
2504.16524 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:08:30.837136Z

measured 45 of 45 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T04:47:16.061744Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-08T04:47:16.311152Z

Reference resolution

44 of 44 outbound references displayed

verified exact0
verified fuzzy41
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3392fea8-cce2-4589-a234-a708d2fdfaa7 · outbound

This paper cites Lightgcn: Simplifying and powering graph convolution network for recommendation,.

Modality Reliability Guided Multimodal Recommendation Lightgcn: Simplifying and powering graph convolution network for recommendation,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:34.509568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 572c7fcc-746a-405c-8d28-8bba5d8bf5da · outbound

This paper cites Layer-refined Graph Convolutional Networks for Recommendation.

Modality Reliability Guided Multimodal Recommendation Layer-refined Graph Convolutional Networks for Recommendation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T11:08:29.539075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8522485e-d847-4647-a0db-6e8a9aaf2c24 · outbound

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

Modality Reliability Guided Multimodal Recommendation MMGCN: multi-modal graph convolution network for personalized recommendation of micro-video,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:34.423369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 491c49e9-43c7-4c83-92a8-9b18a83f2570 · outbound

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

Modality Reliability Guided Multimodal Recommendation Graph-refined convolutional network for multimedia recommendation with implicit feedback,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:34.328488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 71f46927-575c-4cff-b17a-618581cc05e5 · outbound

This paper cites Online distillation- enhanced multi-modal transformer for sequential recommendation,.

Modality Reliability Guided Multimodal Recommendation Online distillation- enhanced multi-modal transformer for sequential recommendation,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:34.312404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a2b515c7-5d4b-4b95-92ec-de6cff2f1f6e · outbound

This paper cites Lightgt: A light graph transformer for multimedia recommendation,.

Modality Reliability Guided Multimodal Recommendation Lightgt: A light graph transformer for multimedia recommendation,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:34.256790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 22f80485-9774-4e9b-b64e-b15a1a918380 · outbound

This paper cites Dual preference distribution learning for item recommendation,.

Modality Reliability Guided Multimodal Recommendation Dual preference distribution learning for item recommendation,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:34.204290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a2dab6c1-9987-41c6-8617-2d26d0eadd83 · outbound

This paper cites Lgmrec: Local and global graph learning for multimodal recommendation,.

Modality Reliability Guided Multimodal Recommendation Lgmrec: Local and global graph learning for multimodal recommendation,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:34.167018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dc5c764a-c12e-485c-a60e-335b3acd665b · outbound

This paper cites Multi-view graph convolutional network for multimedia recommendation,.

Modality Reliability Guided Multimodal Recommendation Multi-view graph convolutional network for multimedia recommendation,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:34.119544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c03c491d-a4b2-4482-ace4-d52ffa13a1a5 · outbound

This paper cites Enhancing dyadic relations with homogeneous graphs for multimodal recommendation,.

Modality Reliability Guided Multimodal Recommendation Enhancing dyadic relations with homogeneous graphs for multimodal recommendation,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:33.943720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6bc5f373-1663-4d71-8c6b-7318bb6c0801 · outbound

This paper cites Modality-balanced learning for multimedia recommendation,.

Modality Reliability Guided Multimodal Recommendation Modality-balanced learning for multimedia recommendation,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:33.779968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3efe8f5a-0926-4e53-aa16-68f36e0c9baf · outbound

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

Modality Reliability Guided Multimodal Recommendation Dualgnn: Dual graph neural network for multimedia recommendation,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:33.697567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7b97acbb-6c42-428f-8c56-23f94cbceac1 · outbound

This paper cites BPR: bayesian personalized ranking from implicit feedback,.

Modality Reliability Guided Multimodal Recommendation BPR: bayesian personalized ranking from implicit feedback,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:33.628732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 63605096-005e-4ee4-9037-26e4aaf16df3 · outbound

This paper cites Explainable recommendation via interpretable feature mapping and evaluation of explainability,.

Modality Reliability Guided Multimodal Recommendation Explainable recommendation via interpretable feature mapping and evaluation of explainability,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:33.471706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 861b7ef9-a4ba-453d-b4ca-4a595ec08c61 · outbound

This paper cites VBPR: visual bayesian personalized ranking from implicit feedback,.

Modality Reliability Guided Multimodal Recommendation VBPR: visual bayesian personalized ranking from implicit feedback,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:33.409947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b6d3bd32-ba16-4862-9a49-c47feb8ce24d · outbound

This paper cites Mining latent structures for multimedia recommendation,.

Modality Reliability Guided Multimodal Recommendation Mining latent structures for multimedia recommendation,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:33.299575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 356e0888-1263-4e1f-b743-6c03e70bbc19 · outbound

This paper cites Multi-dimensional shared representation learning with graph fusion network for session-based recommendation,.

Modality Reliability Guided Multimodal Recommendation Multi-dimensional shared representation learning with graph fusion network for session-based recommendation,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:33.165530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ace97a84-6d29-4a02-a440-c2601a4d0536 · outbound

This paper cites Contrastive intra- and inter-modality generation for enhancing incomplete multimedia recommendation,.

Modality Reliability Guided Multimodal Recommendation Contrastive intra- and inter-modality generation for enhancing incomplete multimedia recommendation,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:32.963701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 45fbbd27-c3e9-4e41-b83b-0d7cf75d070d · outbound

This paper cites A tale of two graphs: Freezing and denoising graph structures for multimodal recommendation,.

Modality Reliability Guided Multimodal Recommendation A tale of two graphs: Freezing and denoising graph structures for multimodal recommendation,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:32.941511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 234d9271-35d4-469c-88f6-96a70c8812c9 · outbound

This paper cites Bootstrap latent representations for multi-modal recommendation,.

Modality Reliability Guided Multimodal Recommendation Bootstrap latent representations for multi-modal recommendation,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:32.922976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5ca4619b-1fab-47cd-a538-6d5bc65a1f68 · outbound

This paper cites Trust-aware recommendation based on heterogeneous multi-relational graphs fusion,.

Modality Reliability Guided Multimodal Recommendation Trust-aware recommendation based on heterogeneous multi-relational graphs fusion,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:32.824344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dfbfa330-1276-491f-b067-d667a375d8ff · outbound

This paper cites MARIO: modality-aware attention and modality-preserving decoders for multimedia recommendation,.

Modality Reliability Guided Multimodal Recommendation MARIO: modality-aware attention and modality-preserving decoders for multimedia recommendation,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:32.779584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 583c9d05-100b-4e80-84f6-718fce2ae0f5 · outbound

This paper cites Elimrec: Eliminating single-modal bias in multimedia recommendation,.

Modality Reliability Guided Multimodal Recommendation Elimrec: Eliminating single-modal bias in multimedia recommendation,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:32.675562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5f975448-3f2e-44e8-9b8f-e6818af9c88e · outbound

This paper cites Making users indistinguishable: Attribute-wise unlearning in recommender systems,.

Modality Reliability Guided Multimodal Recommendation Making users indistinguishable: Attribute-wise unlearning in recommender systems,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:32.634389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c2c21fbc-d366-4b82-af01-e763a0adb831 · outbound

This paper cites User-video co-attention network for personalized micro-video recommendation,.

Modality Reliability Guided Multimodal Recommendation User-video co-attention network for personalized micro-video recommendation,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:32.523254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0e89abf9-6840-4fd3-b3d6-dac8213b6eeb · outbound

This paper cites Beyond co- occurrence: Multi-modal session-based recommendation,.

Modality Reliability Guided Multimodal Recommendation Beyond co- occurrence: Multi-modal session-based recommendation,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:32.508082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d520720a-3c7c-459d-913d-4fa0a847cf92 · outbound

This paper cites Fashion compatibility modeling through a multi-modal try-on-guided scheme,.

Modality Reliability Guided Multimodal Recommendation Fashion compatibility modeling through a multi-modal try-on-guided scheme,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:32.366493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 37cced55-5373-425d-b34a-d486a82e0aca · outbound

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

Modality Reliability Guided Multimodal Recommendation Multimodal graph contrastive learning for multimedia-based recommendation,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:32.350735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 949bc9eb-5d23-41e8-9211-b933bfe34ada · outbound

This paper cites Mm- frec: Multi-modal enhanced fashion item recommendation,.

Modality Reliability Guided Multimodal Recommendation Mm- frec: Multi-modal enhanced fashion item recommendation,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:32.247845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b8ab5e18-5f78-47a4-96b0-c0ff8d91b45f · outbound

This paper cites Disentangled multimodal representation learning for recommendation,.

Modality Reliability Guided Multimodal Recommendation Disentangled multimodal representation learning for recommendation,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:32.164748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 43d6d039-f044-4dab-858c-8ddf4bc4539e · outbound

This paper cites Learning from multiple experts: Self- paced knowledge distillation for long-tailed classification,.

Modality Reliability Guided Multimodal Recommendation Learning from multiple experts: Self- paced knowledge distillation for long-tailed classification,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:32.028793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a0fea536-6d03-4689-b753-c11a6e49b41e · outbound

This paper cites Enhancing adversarial robustness of multi-modal recommendation via modality balancing,.

Modality Reliability Guided Multimodal Recommendation Enhancing adversarial robustness of multi-modal recommendation via modality balancing,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:31.961081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3ed457e3-e874-46fb-8981-c42622a3e2d2 · outbound

This paper cites Prompt-based and weak- modality enhanced multimodal recommendation,.

Modality Reliability Guided Multimodal Recommendation Prompt-based and weak- modality enhanced multimodal recommendation,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:31.875207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ad2b67cf-9a2f-47df-8a65-79b8f13542ed · outbound

This paper cites Target interest distillation for multi- interest recommendation,.

Modality Reliability Guided Multimodal Recommendation Target interest distillation for multi- interest recommendation,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:31.732023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation be28399e-43fe-4cb4-ba4b-8d7fe5ecca1f · outbound

This paper cites Gradient surgery for multi-task learning,.

Modality Reliability Guided Multimodal Recommendation Gradient surgery for multi-task learning,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:31.616138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4ab2428c-adbc-44bc-b7f9-3dbe3572b6a8 · outbound

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

Modality Reliability Guided Multimodal Recommendation A Comprehensive Survey on Multimodal Recommender Systems: Taxonomy, Evaluation, and Future Directions

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T11:08:30.431497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03321f6b-6876-4374-aea6-e7d7aef21065 · outbound

This paper cites Justifying recommendations using distantly-labeled reviews and fine-grained aspects,.

Modality Reliability Guided Multimodal Recommendation Justifying recommendations using distantly-labeled reviews and fine-grained aspects,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:31.544307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8073c64d-e3f1-48f1-a75c-aee49c46af1d · outbound

This paper cites Sentence-bert: Sentence embeddings using siamese bert-networks,.

Modality Reliability Guided Multimodal Recommendation Sentence-bert: Sentence embeddings using siamese bert-networks,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:31.441832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation afdeb4e1-4877-494c-a37e-bbb9a43bf2a4 · outbound

This paper cites Self-supervised learning for multimedia recommendation,.

Modality Reliability Guided Multimodal Recommendation Self-supervised learning for multimedia recommendation,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:31.351601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e08d19de-2e62-435b-a8af-79a5fa7120d7 · outbound

This paper cites Invariant representation learning for multimedia recommendation,.

Modality Reliability Guided Multimodal Recommendation Invariant representation learning for multimedia recommendation,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:31.285904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 024c135f-fa33-4f97-80ef-3e2647f4395b · outbound

This paper cites Adam: A method for stochastic optimization,.

Modality Reliability Guided Multimodal Recommendation Adam: A method for stochastic optimization,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:31.267813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6b9456a2-4dea-436e-ad5f-2f597f641e3a · outbound

This paper cites Latent structure mining with contrastive modality fusion for multimedia recommendation,.

Modality Reliability Guided Multimodal Recommendation Latent structure mining with contrastive modality fusion for multimedia recommendation,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:31.161204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f64c0ea1-ecc0-4dfa-9035-03722a7a31d2 · outbound

This paper cites an unresolved cited work.

Modality Reliability Guided Multimodal Recommendation Unresolved cited work

Reference 2016

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:08:31.101518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ecd78e73-65f1-487b-838e-36856ce747a5 · outbound

This paper cites His research interests include affective computing, multimedia, and computer vision.

Modality Reliability Guided Multimodal Recommendation His research interests include affective computing, multimedia, and computer vision

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:08:30.988785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 45287e3f-ab72-4157-8833-2a1a0fb572c5 · inbound

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders cites this paper.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Modality Reliability Guided Multimodal Recommendation

Reference 50

Resolution: metadata mismatch; local_arxiv, observed 2026-08-08T04:47:16.318250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.