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Paper Citation Record · LEDGER

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation

As of 10 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2507.18489.

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

pith.paper-citation-record.v1
2507.18489 v1

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:36:54.384347Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

70 of 70 outbound references displayed

  • verified exact4
  • verified fuzzy6
  • unresolved59
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 00956fc1-68ed-4498-b2d1-a49e80d29ba4 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:58.894331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:53.547654Z digest=sha256:cb62acac588e99bf4d19f893b49877b0dc39e8f447ef323fe656ea79f0aa38dc

Observation 1e89466e-db5e-4092-be79-0719f1e7afa4 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:58.784741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:53.565773Z digest=sha256:b72445425c3f23a9b52bd73bd6e9b224c070c6289c43b1f2b4681d140a38ebff

Observation d7618fde-e3f0-4c3d-a4de-e695a662ccff · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:53.605602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:53.605602Z digest=sha256:600e3fda6963eced2e1c0d72e5d510a3eedd48c1bf1b0b0de430676512d9eb61

Observation 54f472a5-f1f1-4c71-8100-1df749b36d0c · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:58.526367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:53.634755Z digest=sha256:b62948469ba81e9892a55ac18b77dc69a2fee6fd5dc2464d7f7260a1b72b117e

Observation 9e8f5edf-7da3-4cb4-8a8b-5699bdc0b5f0 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:58.457315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:53.667809Z digest=sha256:5469fa7b21e3ba1f0185564633222fa6246e721ec0e683f3a5a449771bc34eb0

Observation 5d9a749d-d814-4000-a932-c88ccadd3fc1 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:58.354233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:53.714753Z digest=sha256:fa314b654863fd82869574218b526c14aba7cea070ffdf4820178278a79049f1

Observation e96ceeef-35ae-4fd6-9e49-b349344cc328 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:58.316248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:53.755076Z digest=sha256:794a834f3feb96ef9be25d5694261370d2bb3b8c69adf4ddab9b80720f50c85a

Observation 8df902f3-0422-41f4-94f1-f02726172b23 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:58.238440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:53.784752Z digest=sha256:4ca4524da6d3d95ccc6c627fbc6cff8de33de695b236a7ad67fbecdb8a8202ab

Observation ca56e939-9597-436c-8702-f6260f2c94ee · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:58.155469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:53.824906Z digest=sha256:dd09f6d1ef28f61229af8c0f917382ac052fe4a96aa5bcf8814528a3f3be9019

Observation 3e7de175-e701-4e74-b49f-4d224ae3296c · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:53.844746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:53.844746Z digest=sha256:55836b923f9c807b664f57f715ce3f96e4fe25154c63573233e96f880fbc5878

Observation f6ac4fa6-aa3f-460d-918e-35df93f3067d · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:58.009194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:53.852503Z digest=sha256:264bdcbcf3c931c1f9a7c25986bd3973b9c293ee70467594e47e859aa36d3955

Observation 69e76127-fc25-4508-9c14-abc2cdd43337 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:53.862367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:53.862367Z digest=sha256:14156c51ecdbdc0d44aa741fd1122400935dba990f1c6314337ec0ebdef73c5f

Observation 6aa49606-d7fa-4302-976a-7c4186058be8 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:57.498969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:53.887830Z digest=sha256:e2bb527c1ae56fa7b64492fa54d397a00d99dce9afb5a1d4313c59fda14e3ff3

Observation 2e27ef11-a50e-4cc4-9e46-1f18c1f1e2dc · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:57.189706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:53.893831Z digest=sha256:9ce600effae1813aeddb2ddf561a4ff7f6a6b6a9348ab6c5ce4cebbb857497ba

Observation fb2b0c6c-1542-407b-80b8-6a5c9f5f1bd3 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:53.898662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:53.898662Z digest=sha256:0aa82a65c51e1299bdd936420ae00fa6b502d4eec9ae5da00a747a0c4034aabc

Observation da396be9-26f5-49bd-be6a-40ad5aadd4c0 · outbound

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

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Graph-MLP: Node Classification without Message Passing in Graph

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-08-06T14:36:54.971284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:53.911362Z digest=sha256:6d7556a178a3155d6a40f098c031b8a1732cee9af2bc9a84190e7e3f4c7d2277

Observation 004116a0-0751-4883-8d80-e6d1496f8f89 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:53.916953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:53.916953Z digest=sha256:efbcbcd0548d4d068d6ec9708c1c939eb7a5e91790a19ca11839c6fad8aa20cf

Observation 9f0868a2-9529-49d1-893e-166bf48d4514 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Adam: A Method for Stochastic Optimization

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:53.935694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:53.935694Z digest=sha256:f8797bd2f6df8287b5b45e4e4837ac2e79e02c711bb79f8ed66a1e4a98b29410

Observation 39d0647c-adf3-4584-aff7-2eb4ceefe321 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:53.948137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:53.948137Z digest=sha256:e8c278ef5551cb62f5eb8989e653a9ffbc176dd7b6dc27b215b95a1668cd30b1

Observation 78a71fdd-81de-4892-ad1e-a535d57d52ca · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:56.866644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:53.971594Z digest=sha256:e1aa9283d570eba86c87413695e91309877c817e17a1e8c75da56f11ef8376e6

Observation a2de67e9-38db-4908-a4f1-647c67fda85b · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:53.976488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:53.976488Z digest=sha256:ff53b7a78c7907b6418e2c43d54950cb3bacc3e52bdb86b696f2f1bd14a96446

Observation 17485c4c-8223-439b-bde6-a397e7068786 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:53.988480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:53.988480Z digest=sha256:34467502a0702900a8030cebdc915d5f7d32e953790da68496f3a6155558e4fe

Observation 9d2ff355-9b0e-452f-967c-4e961642fd63 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:56.735473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 1755506b-a63d-45bf-8a27-6a7770dcbf2c · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:54.006674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:54.006674Z digest=sha256:ad68561a1d600b1f5cd5184f26b5ebdf4a2d0210608db515ab48c217a1f6700c

Observation 50b6736f-c01f-4eae-8a52-3452b8bf7122 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:56.664741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.011253Z digest=sha256:df17840fae619f98375deaf495a1ec587ce352c066bc4ffc861a195d0a9bc30f

Observation 3cc92ab9-7890-4421-93d8-189215d4acbc · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:56.631413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.018322Z digest=sha256:3ab5dcdd5f5057dd7fb102bb7f2667f83416aef3147466f6e1318152e9022840

Observation 818bfb60-08a6-490d-b69f-c1bfa4dc1840 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:56.584623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.021983Z digest=sha256:2b038e969e3c818fb87787de7ba43a04ee98d3788b482c586f1c1589b2c72f47

Observation 1f33dd16-fa56-4b64-8a02-e7ecd61d79d2 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:56.576536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.025659Z digest=sha256:ddd094ce7a75b825f5b4ebe6b51b3b28e98dfb7ad4e768c5812616e9313bf1a6

Observation e8f392af-7747-4519-a9ca-99709c118cc4 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:56.513349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.028905Z digest=sha256:b3c4a50b18c5f519ec37aa9258a2d0a213ca8476bad7e76c040a70b1e4427f20

Observation 04cf1480-ef4e-4f5c-9470-6d34267578cc · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:56.504053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.032624Z digest=sha256:0d6c913693ebc49162ad95f7e447af4415070a8615d19f05a2ed5519f826b3b2

Observation 3ef46576-da85-451e-bc7f-296b932721e4 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:54.036126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:54.036126Z digest=sha256:7acac56a89b9fe14d7641fab5899186d54135589ab7e1e69bb2eaa73819c7299

Observation b60eb298-d610-48eb-8edb-fcaf863a9a7d · outbound

This paper cites MDVT: Enhancing Multimodal Recommendation with Model-Agnostic Multimodal-Driven Virtual Triplets.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation MDVT: Enhancing Multimodal Recommendation with Model-Agnostic Multimodal-Driven Virtual Triplets

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-08-06T14:36:54.614752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.042188Z digest=sha256:d1d7ead055c1a0fb39dfe8f0eeb301f1068a81a9235a2ebd08777530275acf07

Observation b7ced29a-e5dd-4739-9699-7588e7feaf8d · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:54.049365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:54.049365Z digest=sha256:a810479a682f63ed36fd4aded26197e15a19b46c66394bace8aabd7cffe1b913

Observation 689e3160-eb83-421d-b318-eacea6aa4603 · outbound

This paper cites Enhancing Graph Collaborative Filtering with FourierKAN Feature Transformation.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Enhancing Graph Collaborative Filtering with FourierKAN Feature Transformation

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:54.077065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:54.077065Z digest=sha256:985914930f1e9686dde10071252a0606f7899009ec9b3e0e0b2bb579faef8f66

Observation 213a7744-5ee5-49ff-b6a2-6fd0c429573a · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:56.413280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.089847Z digest=sha256:bb3da0e655550d42ca74eaaaa585e7514ed190c587735b56387a1d3c2fc87d27

Observation 81f0fac1-45a1-421b-b90b-3026cf45d8c4 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:56.391532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.092410Z digest=sha256:cd532d048a0d7e4f6f5ee4be30f705cb49a7952f689fe201f4a3367f650e8ab8

Observation 1bf117b1-be78-474e-a625-b1269cc48d4e · outbound

This paper cites In Proceedings of the 33rd ACM International Conference on Information and Knowledge Management.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation In Proceedings of the 33rd ACM International Conference on Information and Knowledge Management

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:36:56.457890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.054985Z digest=sha256:5fa40bc76cd21234c9b8688d214fbe37a07f70c23f8aaf3893c99c2ec32b5b93

Observation 08aa851c-4a32-4e1d-92e2-7931fbd1b183 · outbound

This paper cites NLGCL: Naturally Existing Neighbor Layers Graph Contrastive Learning for Recommendation.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation NLGCL: Naturally Existing Neighbor Layers Graph Contrastive Learning for Recommendation

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-08-06T14:36:54.548462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.116839Z digest=sha256:97d061bcc1914d7b3ad3bdb73545b3ecd7c19951da22dd7c81c5cc4137aae2db

Observation a21b989d-0937-4632-8a90-79c55b1bc5cb · outbound

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

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation A Survey on Multimodal Recommender Systems: Recent Advances and Future Directions

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:54.128959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:54.128959Z digest=sha256:ab565192a04bc488ebcb1746351a34f1568698f15c18f3dd192a6a838d348b76

Observation 94f1b53b-c81e-4027-bd95-4c13e66e12c3 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:56.321201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.134317Z digest=sha256:a7363997838ef40c7d9b2ad6660e3fdd672e8af8b3b9a9856c66977087e90993

Observation 56fc565f-5de1-48b3-aef8-92c9b9fd8cd5 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:54.103086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:54.103086Z digest=sha256:b4133a753837f44dc7ef0101466a9a9701dcdea1d6e84fbd96cd67d6c62cb078

Observation dead05f6-cc8a-4071-986c-5feadfcecbf7 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:56.284685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.146596Z digest=sha256:2fa923b5380c9611ecefcff1081758288d1701d5a51076e7e88b3ae7a0b4954a

Observation f204b861-d967-4f42-a1f8-26c68a356845 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:54.152334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:54.152334Z digest=sha256:814929f350124064ead7cefd82e75e00bb5a376a696a63c7615f447791297493

Observation 3050e063-5836-4bb2-9942-c99a5bfac24a · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:56.175820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.168293Z digest=sha256:86976d8320c7390034c8ab3b96257ab59d511733988510da44082c07fa545edd

Observation 5cd92281-9c20-4211-862a-6b45afedc0b7 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:56.072056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.185273Z digest=sha256:f9a7f7d0331aebac60b3c9cadde6b6a2671acfb3caef279017aa84adfcb60a7f

Observation b8afc4d2-f0fa-4c8d-b3d9-9215e16727c2 · outbound

This paper cites Your Graph Recommender is Provably a Single-view Graph Contrastive Learning.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Your Graph Recommender is Provably a Single-view Graph Contrastive Learning

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-08-06T14:36:54.517076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.141215Z digest=sha256:457c0bec81142e47d247d1f94fdd12be5f6d81eaf262dbae4db00c416367fc39

Observation 2b8ae324-5617-4e43-af5f-4e58a635096c · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:54.196788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:54.196788Z digest=sha256:6266035f71b3351cdc9d1c4ba75e3365d0a88669b2ddbdcf124e3e4baf69b0bd

Observation b315acdd-0121-4e28-afbd-c83435e8111b · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:54.239284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:54.239284Z digest=sha256:3f47ec84eee2765e3e9203975aa0e24be90f1b7274bbe78b2f1bc2f2d0158ddf

Observation fbe75033-e41b-4070-926c-be1179b9510e · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:54.250709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:54.250709Z digest=sha256:d354be0021ecb66acc87186af563b5c788f12d6c6741c79a483b3c5ad716376a

Observation bc72a1d4-9828-4758-ac80-473cfc3285f3 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:55.896451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.266355Z digest=sha256:6453f69856834f018467bfefad8d23d48a23a8e69f9c4496dcb30f1ca01e14c3

Observation 534e47e3-2baa-485a-ad0a-92ff4243cdd3 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:56.036855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.191447Z digest=sha256:5ea1bf84f880be5d33d3081e8cdc7019df2b7f6e78e50b8f81055229cfd97e56

Observation 8bfd2c56-31e7-4f79-9b10-2c78ef0083a9 · outbound

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

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation A Comprehensive Survey on Multimodal Recommender Systems: Taxonomy, Evaluation, and Future Directions

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:54.273491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:54.273491Z digest=sha256:20e4ba7920d50f2464b39081c0e7c087412b868548862fa3eda4580cc080bd6e

Observation 55f68c2e-bbae-4d07-893a-c1aebe867622 · outbound

This paper cites In Proceedings of the ACM on Web Conference 2024.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation In Proceedings of the ACM on Web Conference 2024

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:36:55.985388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.235455Z digest=sha256:68863117c3dd9465e9df25753611d7eeb046026fa15d466c9f2e725f52ef734b

Observation 222f6c25-998e-4782-8355-41ca06a21b39 · outbound

This paper cites MMRec: Simplifying Multimodal Recommendation.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation MMRec: Simplifying Multimodal Recommendation

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:54.283813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:54.283813Z digest=sha256:f990d1d8399244b5caa2f195637b9b53b67939bcda353a69862b5c32735b24eb

Observation ea674560-b782-4ec2-8ddd-c9c266bb81d0 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:55.780313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.314773Z digest=sha256:17784bfc22763f671ddc51637fbb1555fcdcd42d33936660bb36cc5cfc53a580

Observation f5109523-1aa8-4032-a355-216e9a6921a3 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:55.684877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.324756Z digest=sha256:cee9ec4942c52a11c3d268691f3cbea4885b10c09e208c52e740d4f72891b014

Observation e1180d95-e649-4983-a222-bd9ca4a4d5de · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:55.534744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.353535Z digest=sha256:336e0801b44b47ceab4ef791090219099a54a839f0261ecff2508dd4b4bd3c0d

Observation 83a77eb9-57ad-4030-8166-5596d4b352d5 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:54.369783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:54.369783Z digest=sha256:9e4b605ac68558682fb4533e129bbfe7ffadad3ba6e9aeab917464760563aea3

Observation d37092ef-1798-4c4d-b566-2a45df7c6d38 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:54.269759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:54.269759Z digest=sha256:c28dfee50863346cb9446a3002c8dc7c46cfeacf448d20162b0ea5cff1f120e5

Observation 0301df13-2428-419e-9eba-11aaf72439a0 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:55.875103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.277562Z digest=sha256:d800cf5632a8338240c9991a7c36ce89dd13fa3f5c4ad1ffe3aa1207c4abda07

Observation 860a1bb8-01b8-4d8a-b60b-268dd0c9907a · outbound

This paper cites • MMGCN [31] applies a GCN for each modality to learn modality- specific features and then integrates all user-predicted ratings across modalities to produce the final rating.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation • MMGCN [31] applies a GCN for each modality to learn modality- specific features and then integrates all user-predicted ratings across modalities to produce the final rating

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:36:55.234910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.377274Z digest=sha256:f9d9ab7885ee9ded0a59e390ee5c58a46ea6e496eff0f6d2ab6e1b15b5cbdc97

Observation 8669a7c5-d29c-43ad-a5f2-8a3a4d2e2865 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:36:55.105127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.384347Z digest=sha256:61120f651b86469aa5486d11f0473870342129555ceed4713ad462dd89bf6bcc

Observation 79d0a1f5-fb3f-448f-9aeb-f3acbd1cceb7 · outbound

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

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation BPR: Bayesian Personalized Ranking from Implicit Feedback

Reference 2012

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:53.997460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:53.997460Z digest=sha256:385cc71ec226888b59bc064d5d5cb526f2d46727b9f96fa2ee3e3b85340429a0

Observation 3aba8aa5-6c56-4caa-84f5-1cc9af7aee6a · outbound

This paper cites In Proceedings of the 38th international ACM SIGIR conference on research and development in information retrieval.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation In Proceedings of the 38th international ACM SIGIR conference on research and development in information retrieval

Reference 2015

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:53.982529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:53.982529Z digest=sha256:bc4263d7e1832c6cb1c8ed707e0ba695809d44d65ead0277f4b68f00c4526785

Observation b72e63e3-f1b0-458d-be98-7f445e219b48 · outbound

This paper cites Advances in neural information processing systems 32 (2019).

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Advances in neural information processing systems 32 (2019)

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:36:55.364390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.372348Z digest=sha256:1387192b5d3c8df7a1acf65d406e237301f8493ff1adbfc17b77ae37f96d0181

Observation e966288f-20ff-4d10-88e6-1c1ec43be330 · outbound

This paper cites In Proceedings of the 29th ACM International Conference on Multimedia.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation In Proceedings of the 29th ACM International Conference on Multimedia

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:54.247958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:54.247958Z digest=sha256:a6386cdd0d8630ed7f0a469bd14243d4a800ad748221ea51e33077df6c02e8c2

Observation ed377547-b15c-4229-85af-48cf253e9744 · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering 35, 9 (2022), 9154–9167.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation IEEE Transactions on Knowledge and Data Engineering 35, 9 (2022), 9154–9167

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:36:55.926724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.255559Z digest=sha256:341aa30aa46d4562585c6c1b31c15f16cdcd92e0fc009fff10db0d73980f0f17

Observation def023ec-fa72-4560-b09a-ff4afb1a1ae9 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 2023

Resolution
parse uncertain
no resolver link, observed 2026-08-06T14:36:54.280563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:54.280563Z digest=sha256:8df4a19018d978f7be5e7299f2867a7a518ba3c11f1b69c435c24ae811cc53e4

Observation b13859ac-fd0d-4dd9-b615-aa5864486552 · outbound

This paper cites an unresolved cited work.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation Unresolved cited work

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:53.931180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:53.931180Z digest=sha256:7162cfa6e3770adb9227f072d235e5a1c95a222a82343e4465fdafe58da27ca8

Observation cc257e01-b37e-44a0-bf99-69518dcba2e6 · outbound

This paper cites In Proceedings of the AAAI Conference on Artificial Intelligence , Vol.

The Best is Yet to Come: Graph Convolution in the Testing Phase for Multimodal Recommendation In Proceedings of the AAAI Conference on Artificial Intelligence , Vol

Reference 2025

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:36:56.365758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:36:54.110119Z digest=sha256:afb73ddcfe36e359f976b1336f503e99b9987d0d4184a393000fbbfa82ada385

Pith citing papers

No inbound Pith citation observations are available.