Paper Citation Record · LEDGER

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs

As of 22 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 1 inbound Pith citation observation for arXiv:2412.11747.

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

pith.paper-citation-record.v1
2412.11747 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:41:33.624569Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:28:54.449759Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T22:28:54.626378Z

Reference resolution

43 of 43 outbound references displayed

verified exact1
verified fuzzy1
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8c0af5ac-9fa6-484a-b286-56b3147eeabb · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T14:41:33.409104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 020207f9-beb2-48af-b95b-6d7775084f1f · outbound

This paper cites write newline.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T14:41:33.415207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d350a9a0-754c-4ea7-86e0-39be6462beed · outbound

This paper cites Layer Normalization.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Layer Normalization

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T14:41:33.420847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22c0b832-713d-41bc-8f8a-9dbdb2bc1e50 · outbound

This paper cites I.; Baratin, A.; Rajeshwar, S.; Ozair, S.; Bengio, Y.; Courville, A.; and Hjelm, D.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs I.; Baratin, A.; Rajeshwar, S.; Ozair, S.; Bengio, Y.; Courville, A.; and Hjelm, D

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T14:41:33.426611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a53b31b-21a9-431b-adeb-935cb8d2369f · outbound

This paper cites an unresolved cited work.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:41:34.388522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7ecb5aac-d4aa-40ba-b9b5-508625bfb379 · outbound

This paper cites an unresolved cited work.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:41:34.373157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1b0c8f52-1409-423f-913f-a7b6faa9d743 · outbound

This paper cites an unresolved cited work.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:41:34.358544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 148fe1ec-76b2-4b50-875c-8f4a568414da · outbound

This paper cites an unresolved cited work.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:41:34.343399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7dd427f8-a6b5-435f-8fc5-be7f430ad2b7 · outbound

This paper cites an unresolved cited work.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T14:41:33.453150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c76ecf70-56e2-4849-9aee-63e97c5ab34d · outbound

This paper cites an unresolved cited work.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T14:41:33.458435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95289957-7ffc-4f0f-9127-4248526c29e2 · outbound

This paper cites an unresolved cited work.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:41:34.309037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d86d42a0-5698-4e53-8c53-9414a6248334 · outbound

This paper cites an unresolved cited work.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:41:34.293637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 931b5ecd-6d69-46eb-b2a2-77643f74951b · outbound

This paper cites an unresolved cited work.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T14:41:33.473578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f24a065c-f62f-41b5-af57-ba6f308d8360 · outbound

This paper cites Graph-MLP: Node Classification without Message Passing in Graph.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Graph-MLP: Node Classification without Message Passing in Graph

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T14:41:33.478648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acfb6f3c-b2c5-434a-90e6-1538476f042d · outbound

This paper cites an unresolved cited work.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T14:41:33.484056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c450c066-f783-4412-a99c-ce8dff6827ca · outbound

This paper cites Combining Label Propagation and Simple Models Out-performs Graph Neural Networks.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Combining Label Propagation and Simple Models Out-performs Graph Neural Networks

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T14:41:33.489045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9cccb62-5af1-436a-ae40-653507e6c373 · outbound

This paper cites Scaling Laws for Neural Language Models.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Scaling Laws for Neural Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T14:41:33.494411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1a9f347-8a8b-4f5a-a22a-fca6c247dd10 · outbound

This paper cites How Can Recommender Systems Benefit from Large Language Models: A Survey.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs How Can Recommender Systems Benefit from Large Language Models: A Survey

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T14:41:33.499974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45db7d7d-df41-48de-b555-86a17e1136b9 · outbound

This paper cites Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T14:41:33.505689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29e08666-006e-4a0e-94af-ed5f9944b07d · outbound

This paper cites an unresolved cited work.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:41:34.268812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c618fe48-c1ed-49bc-a212-f40ac486e0ef · outbound

This paper cites an unresolved cited work.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:41:34.253810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bf27f63d-67d8-42a7-ad83-b80aaf467b8b · outbound

This paper cites an unresolved cited work.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:41:34.238410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 50c5d251-b7cd-461a-917e-2cc585d12b24 · outbound

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

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs BPR: Bayesian Personalized Ranking from Implicit Feedback

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T14:41:33.525560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7137381d-267e-4b64-89c5-fe1be7bf766a · outbound

This paper cites S.; Rosenfeld, A.; Belinkov, Y.; and Shavit, N.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs S.; Rosenfeld, A.; Belinkov, Y.; and Shavit, N

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:41:34.220811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 17e35dfe-e1bb-480a-ab04-e10f831de987 · outbound

This paper cites A Survey on Oversmoothing in Graph Neural Networks.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs A Survey on Oversmoothing in Graph Neural Networks

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T14:41:33.535800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f857680d-0a08-47ff-979b-49c55a2e5dad · outbound

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

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T14:41:33.541255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3296df3-9648-415e-b2f3-811ab8b2ab9d · outbound

This paper cites an unresolved cited work.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:41:34.205811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 479e7bbe-bda3-4313-8e9c-fdcb3a8ae054 · outbound

This paper cites an unresolved cited work.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:41:34.190077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ab3f7cc5-e837-4351-bc32-873f253a9a0d · outbound

This paper cites an unresolved cited work.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:41:34.175241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 24282e0d-65fa-424b-ae6f-125aac9d9740 · outbound

This paper cites an unresolved cited work.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:41:34.160343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ee531266-83d7-41ba-a6f5-2f655f3bbcdf · outbound

This paper cites an unresolved cited work.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T14:41:33.566104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69155c30-2b52-4a7c-92da-75451afd478d · outbound

This paper cites an unresolved cited work.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:41:34.134502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7790398c-0bee-439f-ad18-7cbbab03c3c8 · outbound

This paper cites an unresolved cited work.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:41:34.119326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 978f7bea-7ee9-4ec2-a948-48ac7a504cd4 · outbound

This paper cites an unresolved cited work.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:41:34.103001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 17701540-0f52-4be8-913f-d83a877765da · outbound

This paper cites an unresolved cited work.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:41:34.086147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d317f985-0466-439f-94df-4c6971192e4a · outbound

This paper cites Graph Neural Networks are Inherently Good Generalizers: Insights by Bridging GNNs and MLPs.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Graph Neural Networks are Inherently Good Generalizers: Insights by Bridging GNNs and MLPs

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-08-11T14:41:33.721346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1a79963e-bde3-44a3-89b4-ae4276c7a48f · outbound

This paper cites an unresolved cited work.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:41:34.070625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 35656144-7471-479f-813c-c3a7b8553cf0 · outbound

This paper cites OrthoReg: Improving Graph-regularized MLPs via Orthogonality Regularization.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs OrthoReg: Improving Graph-regularized MLPs via Orthogonality Regularization

Reference 38

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T14:41:33.698711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 99bd4f40-1c71-45fd-a1ec-0766477dd93b · outbound

This paper cites an unresolved cited work.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:41:34.055959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bcaa4136-db2b-458a-8776-f69e407cee61 · outbound

This paper cites Graph-less Neural Networks: Teaching Old MLPs New Tricks via Distillation.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Graph-less Neural Networks: Teaching Old MLPs New Tricks via Distillation

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T14:41:33.609943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dd5de4d-55f0-48bb-97fc-c2c726d5e54d · outbound

This paper cites MMRec: Simplifying Multimodal Recommendation.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs MMRec: Simplifying Multimodal Recommendation

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T14:41:33.614763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d49d005-b5be-4948-91e7-8ef6d27d3b8e · outbound

This paper cites an unresolved cited work.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:41:34.040586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7d421774-370a-41e7-869c-e12b46d2650a · outbound

This paper cites an unresolved cited work.

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:41:34.023752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation e399ba94-2538-4351-8842-aee915049445 · inbound

Representation Learning with Mutual Influence of Modalities for Node Classification in Multi-Modal Heterogeneous Networks cites this paper.

Representation Learning with Mutual Influence of Modalities for Node Classification in Multi-Modal Heterogeneous Networks Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-15T22:28:54.632597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.