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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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.060951Z digest=sha256:5b6249b88f1e2af43b23bd06cae713f81b113587dd09bcf1e6eca072205975a5

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.066518Z digest=sha256:0fe810915a1f7791a2b5c3f3b5a6484380280c7343b2cc8de83e592527dc6e65

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.071328Z digest=sha256:6fd7c92486ad69649f64dada316702eb2785ca465676f850a18147e0159cadc3

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.076213Z digest=sha256:a4db07af3d448d58d4dd50e1f63ce0e80181b5740fee7909ed49eb84d9997002

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.081947Z digest=sha256:aa0f532f220871589775c4f6dd9f77676ba2621c7763d4f3658a3b966f9271a8

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.092596Z digest=sha256:0f22f9d32c1b93c8217b84c232d456fc790a8d3a5ae13467ad5fbb89a363fbee

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.105594Z digest=sha256:c58763c53374fec572e4e527ff2b13c8b878132c7dda7608c68c1496a3e78e68

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.115932Z digest=sha256:7f8f36238b04b61523181ab2465c1801aa710db57b7e8e63727b119deaef062a

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.122506Z digest=sha256:50b82c2052b09b082ce269a70e3ade08c4b5422e62f22493a1c32c7600a9ef48

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.130592Z digest=sha256:bf1f9d4ce04127d62e8e50f4471096f5469173a7536c95fdf590d84994383956

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.141818Z digest=sha256:bc488f3751d801a594be8b7490825698db5fbc428af71afd883f4aa32f11a502

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.148216Z digest=sha256:49f736d89bada952a4e1ff6045858772b296aa8de1cb1f5524ebed96f5b79c11

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.152713Z digest=sha256:e9c40e1af61d7b0c1dfbe2131ac5558558cd3925dadf1dc009b04bb576579015

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.157561Z digest=sha256:517ab1dd1416a0c670de187698323a70a2b3328ed7c84c90d57dafb31c80ffca

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.173165Z digest=sha256:6a334dba7bd9f6b4b2968eeee4bd38377c3bd4c6de0f1879dd7a5ca9ad38db07

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.177888Z digest=sha256:aeb823ff18682304506995b2809a44dab49357d3a01877a73af45bc1f7af30f6

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.182813Z digest=sha256:143040c0e8ab5f8765897b152c0b985993b6eb8709c7df4a349d4f7881ce38b3

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.201683Z digest=sha256:5db5e5a7aa3080acef180ef07b0f1143d6dbad943da4550c8fb6408901befc8e

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.206272Z digest=sha256:e0c34003fa8061a6ffe9ae05416f5b83f9763362b4a8e032391d3d2498e24cc1

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.217972Z digest=sha256:e94431fb12d1246d40493b47f527ae332f85e9bd5609a7584035a566dba97a92

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.223339Z digest=sha256:f9bb8eb6aef91d1be90fb25451a4b5a22c9357e2648b349cfed7bed36b806929

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.243707Z digest=sha256:0befbedc6dccd01802232616a4ad774c4d4ba0e8340000c1f91d34f23fba5bc5

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.269347Z digest=sha256:ff9d0ac8aaffea004d332d33a7cc0f32ef7ae2310f21d54e0b9de13ebc4a0653

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.278413Z digest=sha256:4f49cd6110e6191795e22741a330d25e0d17158cfb14c456a41016e72977cd72

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.286471Z digest=sha256:204b12605d0d0ea953c546167c559f24d845528aabce12849e6616bd2c4692e3

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.296940Z digest=sha256:92d77e8fc4b8863ce70345684b7f0ca35e8e2ff3d654ff7f2efd2b3cd9385c81

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.310049Z digest=sha256:1bb383b56c3bc2e0bf1adf8c2cd2bca806f4b65ea82accb180290c803da8a9c7

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.316456Z digest=sha256:0319363e4f7b3cc287e45da3e8c8af56e4970cc4a3242fb8b2c9644a0c9458c9

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.321573Z digest=sha256:8017700b80c917e7cd306d61baea3d3bfc9f9eef3550251500c470583daafdf8

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
no resolver link, observed 2026-08-11T11:46:11.326305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:46:11.326305Z digest=sha256:831843dc7ea3143855756f4b3a8ffc0aad77021109ad3b0220500eed442b8c9e

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.331539Z digest=sha256:2c5d037aa704c65136d3d5e0398db5c8685155a499e4c20a48b1b9be1b0c3d88

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.349489Z digest=sha256:59f2c56bb44346bd9a96a75cac7b9d5029ca4bf61824e324dfaa4164e590ffed

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.374327Z digest=sha256:fe24a0572d3f9da502b96b9c3d3cad633a7927de3871d59ec3d146975d9a65d9

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.378555Z digest=sha256:64339a4bd9c2fa648b224059159df7bb85cb7263e1715ea3507aa01025f821bf

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.369578Z digest=sha256:2d1ab1f9f681ad492d72c03633a3b72ac9c587d122af093c68e61691e6e7db2e

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.193236Z digest=sha256:6c035b161ea9306c8d4ba6f9c28a0078f38fc1269e10d48b746cdca36bfdfe39

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T11:46:11.339709Z digest=sha256:021fb42ca23b631f40d5138e34f37d190ab6e496e43c37d73342ad42e558adf5

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-13T18:51:48.634193Z digest=sha256:b0b68beb732e89ffba4e87d9926ba7f99be88d8cf3f9a36eecdb36dc6830650a

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-22T04:21:24.052469Z digest=sha256:f70e1bb3483ce994982530cc49f0546b5c04372db8b678a81357b3502dd40350