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Paper Citation Record · LEDGER

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation

As of 12 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 3 inbound Pith citation observations for arXiv:2412.14978.

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

pith.paper-citation-record.v1
2412.14978 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:46:11.383054Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T16:49:06.391383Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T04:24:35.426061Z

Reference resolution

56 of 56 outbound references displayed

  • verified exact1
  • verified fuzzy3
  • unresolved52
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 601a4b0b-84fe-4362-b5e1-07ebfc3613e3 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:12.265555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.060951Z digest=sha256:0c04f2067c87508a02297d119f6e67db5834dfc9d15041243d48793ded9b4080

Observation b5617b10-61e2-4afc-a159-d222f2e5cc2b · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:12.252604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.066518Z digest=sha256:a7cdcb3a415d483f92d5059decaef19877f13638d8534a2cc7344bbea1a250bd

Observation cbe6195c-3234-450c-985a-7c0e889a02d8 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:12.239973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.071328Z digest=sha256:e6bb3aef98eb4d6b969b10f0777314610e1d11e7148183bd66424aab0dadcc94

Observation a1785f6b-baa3-4e5e-b423-d67aa69d896b · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:12.226133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.076213Z digest=sha256:c91370ffe386eef3b6c851792c7d3d2ed235bd94b9c2ea18a71a667617188dcd

Observation 320217e6-edce-4e2f-a056-7217992b2c49 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:12.198579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.081947Z digest=sha256:2caf5229604c74d5cc07c8a12418ce932e4261692dc45893b734564a1850ee37

Observation dcad0053-f6c2-4590-8294-f510eef2e534 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:12.180618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.092596Z digest=sha256:69398fb80c96703cc3a617a8df0cb5b0324789bd7bee20cfdb14344c2a10415a

Observation c5ce3c3d-698e-4088-9dfd-df0abf6b4b7b · outbound

This paper cites Representation Degeneration Problem in Training Natural Language Generation Models.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Representation Degeneration Problem in Training Natural Language Generation Models

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T11:46:11.101442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:46:11.101442Z digest=sha256:161cebf8cad125b86905906630e8b98edf2c0a0fd4bdedcc450eba7f1f4f51ad

Observation e9370d1c-03da-4d8a-918f-36144da9c1e5 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:12.167599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.105594Z digest=sha256:933e8d470e58e3ae74aa4def2a9deb98b6c1eb3a633c6944c1ba58896a434878

Observation 571e3a1a-64ed-4599-8ea7-b37e138d2f54 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:12.155752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.115932Z digest=sha256:deebd138d307f1bdb18ffa90a9ce850ef593d877fb34dd08470bd3756d62d1f5

Observation a15a6269-e8af-4560-a74a-29280b75dff5 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:12.142043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.122506Z digest=sha256:f3134a4e12445330be103bb253a81f0b78600a6249dfaf3e948d762e99888154

Observation 74fb9d30-00f9-4fdb-9c46-01d9dd0faad6 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:12.128182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.130592Z digest=sha256:90b14385b37895e340162329568e7c7da5ce4c8e12e9c8fdeea7f91f09ab7c0f

Observation 1ed1a6df-bf9b-4d05-bfd7-b15c02638438 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:12.113832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.141818Z digest=sha256:2ca03aa9701bb8e6c6775f4b7435dd3b4c612b25fe1168b811245026a4f08516

Observation 8ab9b905-5df6-45ad-a333-fc618ab273db · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:12.093541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.148216Z digest=sha256:e9192ac74c0c3fc9dc64905e26acbdad9a1ba1ac4fd264de424ccc91e7dde45d

Observation 03441058-db6e-45a1-b72f-fc2be46a9a06 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:12.076806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.152713Z digest=sha256:faeaaa25999d9002753f946e22905d3c4091a225b03c3e700f05ab33613de10a

Observation 1f101aad-b461-452a-9848-1b1875b2b3e6 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:12.064656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.157561Z digest=sha256:218d20cd5101eb30655d29d5caeb11b8d04cef30ac6d52e9c27289510e506e75

Observation 06d3bc6f-d1c5-4756-a41c-d84f2bb6e2f6 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Adam: A Method for Stochastic Optimization

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-11T11:46:11.161775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:46:11.161775Z digest=sha256:663a14fce43326d73f21be8fb001d9d65e2f091236850c74cbd87d898285d7ec

Observation c83700d4-ec85-42df-b43e-dc1261dca4ab · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Semi-Supervised Classification with Graph Convolutional Networks

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-11T11:46:11.168484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:46:11.168484Z digest=sha256:3043ba769ccb3d0fd7af108a90624a63e0c7c67b842ab32bf72fb9d658e1cce9

Observation eed50057-7072-4446-abbe-c5a7f98058cb · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:12.053106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 79bad0f7-c5e2-4663-9eda-c0002c4dfc80 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:12.040650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.177888Z digest=sha256:cd2afae639bdf08a426879679b170d09b5ce6920e725b86c14dfac81888aa923

Observation 6258f822-8a59-49df-84de-5cc44f3d8590 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:12.025429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.182813Z digest=sha256:2d682745c80ec01ea146937bd2fb5469e3940ba541d93ce20832d6e743f29ef6

Observation 918cb4d3-e38a-4d01-9d59-f56e57ad18b3 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-11T11:46:11.187661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:46:11.187661Z digest=sha256:2800e75bddc25fe1fd2be21d5733cc44a5c67dcc5af8e95a55ba6b82c14aab79

Observation f24bdea5-5a98-4dab-80fc-3e18993e03fb · outbound

This paper cites Speech Denoising by Accumulating Per-Frequency Modeling Fluctuations.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Speech Denoising by Accumulating Per-Frequency Modeling Fluctuations

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-08-11T11:46:11.537573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation d36a7ea7-f668-4baa-b467-c24f2d7f0e25 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:11.985899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.206272Z digest=sha256:b34089cc13782a979fab2d2ec58a3ca38edf38c06bcf5bc57a7186ece56d0111

Observation 1e70a080-96c0-4640-91da-cfcaaedb2cb4 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Representation Learning with Contrastive Predictive Coding

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-11T11:46:11.211377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:46:11.211377Z digest=sha256:593f380aa37b8b19a4d659e5151fdb64f7aff87df558be9d60e97016796b6820

Observation 094f127c-412c-46c5-9b54-0f6e1f053e53 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:11.973225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.217972Z digest=sha256:f9ed56c5abe7c067e202edf6e7a289011a1fb3149c79bdf4b0576e239b578b73

Observation 910e8f48-8f9b-4c62-a269-20c439dee1a0 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:11.961684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.223339Z digest=sha256:743e0a83d8ae4aa85cb3f621f780c91e52d0cf8f718d151bb451a41116498dcf

Observation 30d8c88b-ac2a-47e2-ab38-fa086084af27 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-11T11:46:11.227909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:46:11.227909Z digest=sha256:3e2e8ae4a88afdfaab6fc7c8e8c6c81a1950fe0ebbaa706686df8afd3440d4d4

Observation ea162910-82dd-4190-b476-858b9e0cdc71 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-11T11:46:11.233952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:46:11.233952Z digest=sha256:d337f2eee4b701d4048aeef8a5b3589ff39d4cf3dba3062b7e8fe9562eb2f673

Observation 1dbd17b9-8e12-4621-b029-0a17651de7ff · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:11.944399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.243707Z digest=sha256:b1927131fc0c5f1623fa78bc74563a11c88d6cc0bef766183b6c71418bcfcf88

Observation 8ba7d9d8-958c-472e-b36c-69f852c137a3 · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-11T11:46:11.247914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:46:11.247914Z digest=sha256:84bde159715870779df179971799a3553d5636d721b5b10524de3254017f2d3c

Observation d8c35842-20bd-4128-8730-4bcf00daf527 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-11T11:46:11.252841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:46:11.252841Z digest=sha256:5c86da1f974d0801a66ce332c7cb9361d94e29397d599fb5f666cd54e9f31b3b

Observation 39f7074b-6505-44ed-8e1a-47de6342f4af · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-11T11:46:11.257612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:46:11.257612Z digest=sha256:5432a12fbe33d4199878732c33c18984397c881b27af239d9d357c914d7a36b9

Observation d59f1b04-2be1-4272-9c86-520334011168 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-11T11:46:11.265007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:46:11.265007Z digest=sha256:5909e243fe01a70e44bef7f70a6d1d708fe6e657ebcd272589bc47068f3362b0

Observation e8a39918-cb87-407b-8a65-f509ddf60c13 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:11.905815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.269347Z digest=sha256:aa18cd90bb63f91e547488e2d7435ee161d4c4fa77811d66ea2b1f3b51932404

Observation d1787ef9-2653-458d-aa28-60518fef0423 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-11T11:46:11.273561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:46:11.273561Z digest=sha256:bc28b5b689a2dc9847e5d411940c1d95c385ba0937d442f73b037d616f1fe753

Observation adbae50b-bac8-4b12-92bb-e6bc03c077cf · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:11.866619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.278413Z digest=sha256:4442e81b6941d11ea948471726f12b517d2a74c9dc2d813dbffa57a99c7c9362

Observation 0f7b530e-299f-4a78-8d06-305d24221721 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:11.848230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 4d0d3934-f975-4a5c-a316-7c107def2f04 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:11.827447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 24fe4ec3-fa61-4d2e-98db-535468a87e4b · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:11.810061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 6c202ed7-dc18-4c39-9493-e53d60500d4c · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:11.795769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation bcfc2421-55c1-48e1-b1f8-900011ede3a4 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:11.781921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 3381f5c6-ceca-4339-9072-09c8a6e14b8f · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 42

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ef7e6bf4-c9f2-4fa2-bb1b-e2b542b8eb68 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-11T11:46:11.335462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:46:11.335462Z digest=sha256:787a2213bbfe03aac3fc7790a0c3acaedb35d11ee3a4fbe7313219a4baf683a6

Observation 6d49e629-8e42-4e19-a147-8d9a14f5953f · outbound

This paper cites Multimodal Fusion on Low-quality Data: A Comprehensive Survey.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Multimodal Fusion on Low-quality Data: A Comprehensive Survey

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-11T11:46:11.344043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:46:11.344043Z digest=sha256:642f872feece6f91347b4699c18874266e030f82213aebaf3cb0f383921b4ec2

Observation ce747186-ceed-460d-81b9-d6319a02bc22 · outbound

This paper cites In Proceedings of the 29th ACM Int’l Conference on Multimedia.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation In Proceedings of the 29th ACM Int’l Conference on Multimedia

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:46:11.760273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.331539Z digest=sha256:d28bc3907e48c85a2de3168f287304c2eac157ed1a2ad4e5b7868f91a40583a8

Observation f5d6b55b-bb83-4487-acdb-ab2ac1aa2a3a · outbound

This paper cites What Is Missing In Homophily? Disentangling Graph Homophily For Graph Neural Networks.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation What Is Missing In Homophily? Disentangling Graph Homophily For Graph Neural Networks

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-11T11:46:11.354593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:46:11.354593Z digest=sha256:f155392724ef03b394a57b1505c561107836ba87c6488f34e2da789ea4664fa1

Observation f7beb398-f7d3-453e-9ea7-8283e50607ec · outbound

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

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation A Comprehensive Survey on Multimodal Recommender Systems: Taxonomy, Evaluation, and Future Directions

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-11T11:46:11.358841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:46:11.358841Z digest=sha256:e4929b46ee0704f7636b5d2f092b62b94be89b5124015e44c6f7f4ddbf8407bf

Observation 90d3e1cd-92c0-4713-bc83-4f1d7fb09cc4 · outbound

This paper cites Enhancing Dyadic Relations with Homogeneous Graphs for Multimodal Recommendation.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Enhancing Dyadic Relations with Homogeneous Graphs for Multimodal Recommendation

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-11T11:46:11.363258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:46:11.363258Z digest=sha256:676031369d23dbc92efce971888cbfe87d2d7a44d03b911630038421199c4437

Observation f05630da-fd09-4e0b-849b-e45eca646f26 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:11.697037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.349489Z digest=sha256:9f2ed418de4eb235ec35022d6d81b7803d8b154adda78b55998d8538c6ffdbed

Observation 9c4c984e-0f46-44ea-b36f-97ffd7cda5c2 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:11.651540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.374327Z digest=sha256:9531ba5261f9ef51b4988fff1726cde3d875350d0e2628f159e148aae01a881d

Observation 956d6aaf-d494-4a8c-a194-3ed937afcae8 · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:11.634209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.378555Z digest=sha256:11e8d573e79c3a448ea2dd5de656812d27724ae4b7dd41d5082ce248e685a809

Observation 2ec0a1cd-2888-4f80-9a74-253a81b5954d · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-11T11:46:11.383054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:46:11.383054Z digest=sha256:ac6dfb251d12c7f6c01bd18e3ac8b03e30c221b053ffc56a6fc33236d5834a5e

Observation 963300d6-23ff-4bd7-bd10-476225ec689f · outbound

This paper cites an unresolved cited work.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:46:11.672930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.369578Z digest=sha256:bbdaf4aba5c3b8dec53317062f3c55017660e35ebb1ac06e7a1b1de3352817c2

Observation 741898d5-5262-41c7-aa7c-3dce50defb11 · outbound

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

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation BPR: Bayesian Personalized Ranking from Implicit Feedback

Reference 2012

Resolution
unresolved
no resolver link, observed 2026-08-11T11:46:11.238666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:46:11.238666Z digest=sha256:07a7061080a5cec1be0b7390278783dd6b6f601b62c1c7003e78043eca79e8fd

Observation 3893c5f0-f73d-41c0-89a2-254f0898ca1b · outbound

This paper cites In Proceedings of the 30th ACM Int’l Conference on Information & Knowledge Management.

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation In Proceedings of the 30th ACM Int’l Conference on Information & Knowledge Management

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:46:11.998887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.193236Z digest=sha256:720a125ac57b904f85f86c846cb071e6c757c7793c8afafb723a0d351021f716

Observation 1c7779d8-f860-4836-8ecf-aecd7f18df61 · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering (2022).

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation IEEE Transactions on Knowledge and Data Engineering (2022)

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:46:11.720881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T11:46:11.339709Z digest=sha256:2e1713578beb73efe945038c9f011a841ab2163684bdc3a151423148dadca370

Pith citing papers

Observation 9a739f92-3f0f-4f28-81af-f82d7d8145e4 · inbound

A Survey on Multimodal Recommender Systems: Recent Advances and Future Directions cites this paper.

A Survey on Multimodal Recommender Systems: Recent Advances and Future Directions Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-10T16:49:06.391383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:49:06.391383Z digest=sha256:996c1bfece781d95f501ee25faff946eb5d2c22494c29681135d04e343e643ce

Observation 12505c63-898a-4eff-be6f-d6b6df5a560c · inbound

User-Aware Conditional Generative Total Correlation Learning for Multi-Modal Recommendation cites this paper.

User-Aware Conditional Generative Total Correlation Learning for Multi-Modal Recommendation Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-13T18:53:08.291711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-13T18:51:48.634193Z digest=sha256:22281edb3c3700abc8d0f61173b9f827840270662e9528c7b77ce4129b76a87c

Observation 30178666-c447-42d7-9037-7ee38f9f4fbe · inbound

Behavior-Guided Candidate Calibration for Multimodal Recommendation cites this paper.

Behavior-Guided Candidate Calibration for Multimodal Recommendation Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-22T04:24:35.428565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-22T04:21:24.052469Z digest=sha256:fc8ae2bbc3c95fa669c8fe4fba8b348523f832e1150f897386d46924f57ce03c