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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 8 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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:53.547654Z digest=sha256:77d9c1af47b6f6c9cadc847cfd1d4373a47f04b103d93f4eba0406e3da39dca3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:53.565773Z digest=sha256:8ec121f342e63a4dca85bcd199d751f7ae3c9273e04c88e346c7ec0f4619011b

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=sha256:4e8d2b304fcf443276ccb31e8ab814328ab494bcf759ece6bf148bf9934a46e1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:53.634755Z digest=sha256:62f99192fcc3717d022bda5894945847863b8464e11cb85c6aec20af41d1011a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:53.667809Z digest=sha256:d73216206f78ef217fa0b7cb3e7f59b4696e2f1e2ec260f0c486865214684319

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:53.714753Z digest=sha256:5d39eb2772b8bc77170239435c104dd8801b349f6c55c0413505f3c06fed3998

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:53.755076Z digest=sha256:99caed95e522d164466459279956fed512019fc57042cf5abc3f594a1a852425

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:53.784752Z digest=sha256:7800dbbb99293521f559e5833fee0b7e62caf3d117e197b16d22f35c2acc46ad

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:53.824906Z digest=sha256:c21421f9144012bab92e8fd5b7d24fed582a947f60dffe58fe9e33c326c5b14f

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:f3d6b2211706f79e7191578b22ea34d00df8fdb4d854aed678255b91119364b0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:53.852503Z digest=sha256:c190456cf813ca1b7cbd3f8b5affee8cae031ab10f4bbed7f773fd67aba7c4d3

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=sha256:35e94401b38ebf30e5d0fb728531e3ae4dd5888fd8d95d8142fb7cad52057c9c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:53.887830Z digest=sha256:76f340049cfb842393dfefeecd6e26e6aad1b5d1a76cceb0952ad36a46a223be

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:53.893831Z digest=sha256:f41dc18503e1afaaa8abb5a5cc579509bf0b8b31759edc04a2a80c6af2a4af87

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=sha256:558ed41d9256900f6d08cfac32e2e3c2e1d89c4830c071a3ae168a89e9f37adf

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:53.911362Z digest=sha256:76da168dac71fc3d6ff9f1620c7d06e3c60dabd7210b8a5eb67ccc1fad746330

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=sha256:51c24411686f418d6f4b78d4ec4111621fc238d9dc5fdec82af51224fb72210f

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:bf61328c0a5d8c4485586b6913b60b6bd80fc4a02040804606115e4e2329b9bc

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:c9c543daca0fdd50df2ed565a45960ee16a586c54cf9a1a758a6394bc1f3b77a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:53.971594Z digest=sha256:bcfe6fdc5062127ecef275e55995bbb7b226d584286531c5558c9bb387f0bb22

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=sha256:2839a9691fff7b92db20d97499eb68afb06b95c8ae7701f331cb9cd22b4b8917

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=sha256:2a966ac53304952c19e4c57c751487d3389f649a08c66e778a914d1942a3c57f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.001419Z digest=sha256:198ade8e31654a235e4987c6150c746baeff240a2d14ca31f540e7b2d1f4ce41

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=sha256:5872a9bf17a6aa96686fcf5ad98ef3576b27ad600eb0ac7214e8bb7a98cf0c1c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.011253Z digest=sha256:816b193dc6694a83f61fcbdd44336cf17b4907380949155683b578ea91589c9f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.018322Z digest=sha256:70d47d44e33450de1c4ca4acb0afaf43a53f5642f8a54afbc6b9b2fff134dde6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.021983Z digest=sha256:02003a038715a227116db46dfa499589dd0501e58c1eb1e72e49cbf650983497

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.025659Z digest=sha256:bf0b6d96feb6a64e5af6d2d4218bdacc3d14fe66215357dacc7ce533be5d1051

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.028905Z digest=sha256:0cc7dcb7abe917244584dbca326e31f69566e5d40d4bac167443284ad1e993df

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.032624Z digest=sha256:95ee7db51f8985e413ecc351adc0c1b8d193201c9214360a049b853ed1338b23

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=sha256:75c3f811e5cf01486bc9f38cf54d314947f30bd1743100482e6f0af7195b352b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.042188Z digest=sha256:4123183ffce6ab6c0a619dab8f25bbb39855cbce88b7b082fc7b371ccdb1bb9b

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=sha256:391ee1c387e843d380a1bbf5964bf6c2e4281377c083e064c862a97742d5ccb4

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=sha256:2ba975865b797d99a548708fa3d08ca6a007608ea3938fb130a4f2bf09044efd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.089847Z digest=sha256:694a45b21e3ee33005f7584202e0cc200a4a1556545682e2d4a246d7c45d4c25

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.092410Z digest=sha256:d4260539ecaddd208e91b443277dec8592b18ba7e99e5063200139a8c9e25e16

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.054985Z digest=sha256:0bbfb76322fedac236c0c6d43adbb73071c89996408919f70d6ef981c92d2dd9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.116839Z digest=sha256:ccc60417cf6084f460023ea78c4a4b644ee1ec1582e22ae91b0c70a7a5b39cc7

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:b1a25fcb436a3da550942cafbe96b21eb98f7cd5daf055282a9b7b34c4e5af06

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.134317Z digest=sha256:b21b30f8a3f83e0dd75e13ba899775b9d0270eb0c247f10da19b9425dd27a61a

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=sha256:8a3d1ff72be0b1619cb66bb89a4d366c600b5d87c2f7fd16afb749288306a300

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.146596Z digest=sha256:0dcf067ad9f87eaed087ef64bfb7d52ed184a8c3547f8b048a6072c77635e8b1

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=sha256:8770d99b12c68511995fa9aac9eadaadbf5120ef6be7da6f12a1cf9a79d1e46a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.168293Z digest=sha256:be2b399393829dc7c58a5fd06a07cfc171e21caae7f4e8ba80d0ff6e52ef2263

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.185273Z digest=sha256:1fb13c1053f484f1ebd0c93fc8ec0bf63add4a7d07e9a5a9a4390995205aa992

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.141215Z digest=sha256:0d259034a9d1743879b0d1ecae48d924ef9738a6e942fe2432fe7bb163473c71

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:c28688fb00e77d22c2507a4c304f2d4dc3a6d489fd538527a62569c6d869f303

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=sha256:759c4fc071f6d78f52d4b8edca2398126db93214951f5e4e4a03372e371f24e9

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=sha256:0824b84e2e614da4088c4c16fb9e86ea57c70caa68543e66805fe1b11102c0ae

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.266355Z digest=sha256:1c3c8d942f74e92b37df26e3dbc1246d3702371fbc04d724cd6bfa6737f3eea8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.191447Z digest=sha256:80bb719f258901560130532eceab1ffe178befdeecd64fb3abe58a3ce05ab5b1

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=sha256:0be2bbb20561f3ed2c0d430e4c2420ffeb905a0afec6b0cf34b0b450ddd38984

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.235455Z digest=sha256:43efdf44b19d047d598806ca1c467d50929c8af01e8a5d294dbc9d39d9045b76

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:cfbd8142245b698f2803957d28e92189a77fd1048ac6d638889c95fc3e1d4ad1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.314773Z digest=sha256:e56a93d0e70a5e04df665f3d91b1272e0f6e8a24d202f7b09816a4c8e43900da

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.324756Z digest=sha256:57cbb9604c1ee4e0a67fb6c2ff01a0715e03eaf6e7da0a85cb4607af8b26688d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.353535Z digest=sha256:8bd9e3ad411185334e0e253318404af2c2cdc64780f9ccbedb985643aec9e86c

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=sha256:1a82ddc31366b5b0576034789bdd4f1cba654aea88318fa760d4983560850f43

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=sha256:75c9caf4e48062298336ab319850604883fb07ab2650fbe724677fd9b3ac2e3c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.277562Z digest=sha256:2c00ff6d9a3425219913cb79e96ef2b8ad7bf4353ac3be2cf22bd629dc673c89

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.377274Z digest=sha256:4654106d56b7cb7647458fbfc65ba37946175848b8672473f16514f734d36038

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.384347Z digest=sha256:7c3e3f64b572fbbef4e5162ce16131999608649a5f4da35fda6e9a475115cd72

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:dfb8536589ebe23d3236243e40a7c9e8245eb7e0f4e7e3c9ab4ba9a45ea7ef46

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:ef3e96bd5ef6f1207213054875968b9f4f61c9efa45d5ce83016fee6e0331ffd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.372348Z digest=sha256:0abd0ea5489221645e91b61679772a792c126892f871b74a0ac4e35f70c47452

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=sha256:2df7694b4467ee61f81d4a2efbf88eb7f93b716567ce0110b6499075bc4fce69

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.255559Z digest=sha256:8df131e9ff5bf0b4821bc11e92574c92a19136b97c0bcce2b21dd7bab4a90ab4

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:d95777b2fdcfd4013a602366db632d8c1c498e91b7440a57f7befb4bc482cbb4

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:ef6869e094339b8cab719bb20d392c78ac0c488351eca481703f7f800671d87b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:36:54.110119Z digest=sha256:f72852aa055bc93e50219b1799318405502024171b575852c171510a1811cf78

Pith citing papers

No inbound Pith citation observations are available.