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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 18 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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:53.547654Z digest=sha256:435ec773d89c88e8eb477e9da8df67953f6cf3f775e8d52d5bbfb31e44ecaf6e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:53.565773Z digest=sha256:c802d1936e69c8fbde3c3ad70d5dc0fb5624a9e94a3e14b898706ac02aab8081

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:c62f4af6ced09010bb37678b3e3fec0cd132123f0e2c57082b413a0c1840ae90

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:53.634755Z digest=sha256:3c1b9cb1a9fb99284cf129a2c25574b0cedb6d6fe3bc68aac5050e5a063ba4c2

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:53.667809Z digest=sha256:70d507515ae6970703ab7726a4da8d7eb3eefb6849257b2a758f2308b91e21bc

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:53.714753Z digest=sha256:d2620ec8dd1e78d21c27163c247c0add8ccd383cd589e9a211b5cf9b9467d982

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:53.755076Z digest=sha256:66565de5debe0d0294d70a586ac2108e3f1d626a7b4596cf106e97b977728b8c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:53.784752Z digest=sha256:6ca9c7842abf3da9147c66ed6fbe1a8a345efc70b732cf1c6ed1ddf40300369b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:53.824906Z digest=sha256:74f001707a271d404c32c646b299d4fdc7e740dc24208ce5bb3e97f25756e881

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=sha256:9a60e05947baf7ca337004edcb78c7951cce3ec20b96e1c8f5ba9d63b476d6d5

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:53.852503Z digest=sha256:03fdad69545058dfa7aead38aa2a94ae864b55bfc4c395cd2c5c3480ea93a345

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:d3f1c546afd41cb7071670b30ad2bbf84d6a0efe2d2932ef8db93ebf0d0e24a2

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:53.887830Z digest=sha256:234a4dd147750b553c2ed59ea88d3ed9e18d44981daf3692c36a1efc44506836

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:53.893831Z digest=sha256:f1f4ed1d11426ca43aff1d0903c8e62568eb89382314ba4bcde7ab400698d5f8

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=sha256:880ac20ca436aae07ab42ee45f26bf6af6018e3c75750182308dade3a2fceaf9

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:53.911362Z digest=sha256:2586d947d4223caae3691b86af7de05bcea8d94bdc714b49bf1f3ccac54a1b22

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=sha256:1d91e64560733161f28feb2d7cd5815540f92a3d255a799cfec88cb5d5edb482

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=sha256:143ab35ca4030de8d867402df0705140f3d1b7ff1162209e8c2eee3369444acb

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:da34a16cee1a0b39188d754176044b4a4a79ce6dfd3bb653a80f92923ae1a5b1

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:53.971594Z digest=sha256:5dfd8a205d64aa57d35e60e21a686b6a363f62e9aaae931ffd24edd370572cbb

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:d073b73bb7f646af78a4defc298965b2a478c253fab31b61c812dd6a21c7fbe6

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=sha256:317a3b6386caf0f03a4bd43249d3b80f0eccf4985dcc97fc661e0d3fc8508cb0

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.001419Z digest=sha256:53b0e2a1505b73dd761abf9fd76cc0fdf293709677186aee81ddef1699a3a8f4

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=sha256:19ebcaad49313ebd362e32f85735e26f832a5f263f2ca8222948a815f0524b8a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.011253Z digest=sha256:3f1c6fb048b228c431834439c1b0e78f0aa0e4f53578511f5db78a0b2e5af667

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.018322Z digest=sha256:86aa1566923c2fb54c073d18fe11388dd9caabb3713ba60196a2861505516e03

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.021983Z digest=sha256:7d6eac3011a8add5e49531fc6dd659dcb614f35eb24221cb3a3e0e63edee8d42

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.025659Z digest=sha256:785086ed6b5f3b59ab0d166f6ae00ab0c7304864077fd5cdf17590fb94f196ff

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.028905Z digest=sha256:963dbfacf56e987db7713a0b96a1b39addf94b4d321cf185a9f2b1805332d335

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.032624Z digest=sha256:784bc79e1f48bb74d93d836c454e8ee6f14fc1288959f20af69609828d7de2aa

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=sha256:68e60759681e342daf14247f3466dfe02daaa09cdc34bddce23579fa28c356ca

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.042188Z digest=sha256:22e400bb258cb35bd9f86718ce4dd6b139dcf59d4e3e36794ba13ea061bf64d2

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=sha256:45c685731030e306bc9d0413c5db884e3ce339a600305ff6bf6a6fa0a1da55f5

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=sha256:82286c9bc4014fdac4c00200a60e4cdb57a36e5fac8334945289ffde5fdaa387

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.089847Z digest=sha256:a9cb8456e176927f678dbb95d68974f20cfa2696142fdaee303ef51af1fc7b24

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.092410Z digest=sha256:2259d879fa041ee7fb50bf87daac29529f3eacf147ae4f31ed3530ba808b45fa

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.054985Z digest=sha256:bd290ec1fffac2499c5d4157e134f0cd668c55030e0ab0eddfdefd01ddd192ab

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.116839Z digest=sha256:c53c74c55530120208f4f5afbcf1a9f41faf28fa9fab3ace7a3813b367e99672

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=sha256:0aadd679ff14f3fe0be62589d5170dd3e4700382e2ad5b1f666a7d8c74817487

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.134317Z digest=sha256:dc708886428856636bb69614cb9e0402506bd95aab8e20b002cc79e286dadde6

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=sha256:0c4508df05bc05564849449f87c84250faef7d31072ff07518faaee5bf0cec7c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.146596Z digest=sha256:faaa6a0e425a30be1c717a3466e64668a5971c06dc590ed66e992429b5b0f983

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:d65c9d84ae3c4c0db6d5c61cd6189c952620b0396f06fdbbec094a2be5e00c8d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.168293Z digest=sha256:ad121702b042fb5892127919a7e08bbbccb1f7e98665e2398ce5ee67d660d108

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.185273Z digest=sha256:d26e72c658aca05fefeb3e61a9fdc91efe6b3ef4342a93919740e209d12d0e3a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.141215Z digest=sha256:99956f24d8012c94bad2084625d01851dc0a6a54ffaaa45343e5d7af3b988fa7

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:c4ba4ee158fc1aa2b15c23bc980f7d3f1510abd7dd1901892774f749b38a7648

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=sha256:7d9d58bfef434f1ec4572c3315c3758cb2ec0ec861d5bcdb411676d0d8121d46

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:caf92047a12edd8c4900bcedc2fb50fcc87e819d38b507aa140a4f529e0e043b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.266355Z digest=sha256:1f4dbcb4707205f119a0ebedb7523609489e9aec3fd210427299e0acb2f0080b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.191447Z digest=sha256:5abc808fb5aa04d3cbcc367bec7cc97d49be1d915a6f9d98c37e069cf2c66b7d

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=sha256:98e5771a514a771a210a04a5d2cdb21733c81552ea228fed6efcb40dcd503a39

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.235455Z digest=sha256:369c021f464c3d3e7f8039ba5f9ca9f8aa91edaab1a2f55e3ce4c21944656f30

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:df9e96cc5242a4505973c5d7e750564176b7a016629318231b55c856123fbafd

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.314773Z digest=sha256:a4dcc6a8a414ee65a8028ee91eb5fc21de36f609788e662e9b0f9a3219204e0e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.324756Z digest=sha256:6bccb262733cda001fcfb01b0c608287e524fab15f1ea3b5c4d6be77a5fb0fa7

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.353535Z digest=sha256:009c6e45f0d26234cfa33bab002f04ffafff87b924b883ce5d0b03552a1b86e9

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:b34e1e97d90f891c8749ac0802780d9047a9b4e5dc9f6719c22d57542cae0236

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=sha256:484798bc1f18c6e66e21e27bb57c9c292722f548ad215971cecbf1893a8b4ca2

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.277562Z digest=sha256:e64a36623e8332062dbcc69881e49ea39741e22930df578a76a19de52f688c83

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.377274Z digest=sha256:196163886aad440716c8fdc194f7f48b37fee90ee66b0bbb0fb3dc33096937fd

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.384347Z digest=sha256:7e8abb9b45098d0e461c3d36aedc993a5b38c52130803abe8a54b08a9199fe9d

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=sha256:68c33d5b8152e011be02f87f2eabf780535156ee6fa25331b90c7ed0dd56af27

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=sha256:65aa852cdbaad4240be99f895596eb2458e427e2ac99bb0cd21a772cd6973786

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.372348Z digest=sha256:4c6ea536223522e0e6eace11c9da3c39f80ac8859a97e95f51158a73aa1cb9c8

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=sha256:9ca4ae13e60c83fb9d4ecf3cc0cf785aa8f82003381a3f5b9968465a6e60e82e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.255559Z digest=sha256:a9e19f474a5bc0d7019fc271af95cca9ca8d3c98d8f7f3863f08aee366c83a68

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=sha256:403f62b97b9d3bdfe4450d5ad7864ca361dc30b918121c37776cb828e0a7730f

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=sha256:12d6aee03e0cf6227d25a9136190fa74ac7458810393f7011133d439fcdb2c99

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T14:36:54.110119Z digest=sha256:0c5a8bae66381e5f2ee8aaf5614d5d74b14aeddc19fe7d42535c3c1606dfcd4e

Pith citing papers

No inbound Pith citation observations are available.