Pith. sign in

Paper Citation Record · LEDGER

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders

As of 9 August 2026, this Paper Citation Record lists 94 of 94 outbound references and 0 inbound Pith citation observations for arXiv:2608.05655.

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

pith.paper-citation-record.v1
2608.05655 v1

Coverage vector

measured 94 of 94 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T04:47:16.255673Z

measured 94 of 94 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

94 of 94 outbound references displayed

  • verified exact0
  • verified fuzzy44
  • unresolved49
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6b462c0a-3602-4192-bc6a-69ed42b07143 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-08T04:47:15.854434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T04:47:15.854434Z digest=sha256:c797682dde2a3d170ef7f305853242c51259229e78f432e2c258a4eb2c97557d

Observation 45016a3c-95ca-41c9-bca0-ebf0c3fe2368 · outbound

This paper cites W.; Malitesta, D.; Pomo, C.; Bellog \' n, A.; Di Sciascio, E.; and Di Noia, T.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders W.; Malitesta, D.; Pomo, C.; Bellog \' n, A.; Di Sciascio, E.; and Di Noia, T

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-08T04:47:15.860774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T04:47:15.860774Z digest=sha256:ed0803127b4b82555324392754871b8406e07f5c2d2c2180bb4c4d5406bd5ab0

Observation df320e38-0ee0-468c-8694-241fd6a9c7d3 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-08T04:47:15.865607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T04:47:15.865607Z digest=sha256:6d9b75f343eedff09ca25f3f5d6d769f37728092620eb143ee9a33d85d7539d5

Observation 053b0983-00c7-4a5a-91f1-e83e622a2faa · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-08T04:47:15.869767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T04:47:15.869767Z digest=sha256:a8d45171b77ca1e3f2af6a75458201f4542eeee90191353e65ed30b573abea44

Observation ed3d9afc-da44-4ae3-8fd8-8b8bbcf5ec02 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-08T04:47:15.873904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T04:47:15.873904Z digest=sha256:60cfd7b8b9d6e2539ee78de7f8f44a78196537126ec06bde65e082b2a7fd4602

Observation a8303fba-87e2-449a-bde0-e8574f337f29 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-08T04:47:15.882852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T04:47:15.882852Z digest=sha256:419401635b877b60f041fd13518b59ee1def5b1196105dc5fcb95b53e99ade72

Observation 511597e2-4619-4963-8c0e-f33b58188943 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-08T04:47:15.886776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T04:47:15.886776Z digest=sha256:98f313bf9279961ca18a5942f59ab1221a8acbefb040eecf02656b7d37bdbd96

Observation 3fbf8781-5516-4596-a4c7-1bcdcff03be7 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-08T04:47:15.890918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T04:47:15.890918Z digest=sha256:73e1850374eacc9bcb71c356dea9f9ce7dc0b849fec610e772b17ad35b1cdfc7

Observation c7e887bf-0da1-438a-9125-f3376154c173 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-08T04:47:15.894999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T04:47:15.894999Z digest=sha256:2025a33220fb22de7187df167c1ad1bddd9a030a19482addea02088c41b1b562

Observation 7c2f6cd6-5441-45f7-9cb6-e7cec5a47c32 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-08T04:47:15.899115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T04:47:15.899115Z digest=sha256:cdc9de514d567a6cfa639624da6853e1052284d5a5a07df5d305d6511d6bf9f1

Observation 3b39a135-ab35-441b-86c3-69bb1c28682b · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-08T04:47:15.903231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T04:47:15.903231Z digest=sha256:c646a40782748a26213fae8e8a4c4d91ed0eaad17ab4aae565200e5abe568493

Observation 0e709f9b-a6c4-42fc-b915-0e3f103e5fc4 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-08T04:47:15.907443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T04:47:15.907443Z digest=sha256:0847586e5306da3080c2e8169b486f32d2fe52d16d3ccee768996ea50d297843

Observation c6991181-784a-4f1f-b4df-cbf53815ad85 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-08T04:47:15.911698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T04:47:15.911698Z digest=sha256:ce1bc505a053972697ff3dcfeed049d8d0d0cb33c991330ec450fbe29a855692

Observation e646ff2c-a557-40a6-8171-74fbf5c78cab · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-08T04:47:15.915712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T04:47:15.915712Z digest=sha256:41190041750212dfae7050ccc5368d1d56b5c2a85b002177a6f7f0f13021cb99

Observation cb6085c3-0d0c-4049-86a0-6a3a1f982f76 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.724563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.919763Z digest=sha256:7daa03fbdc66d63c9967cffc6d81e7196a2b13a141f98ed913985dcac155d7f5

Observation 5b1c0bd7-0381-407a-a9ad-e64c686dc5d9 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.709082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.923974Z digest=sha256:cf182f2073ee442956637608c30fa3a662accfbd4e2894968e5886936f3d8322

Observation 8294f686-d374-4c17-b25c-c1a215221944 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.693783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.928218Z digest=sha256:21c02fb85fe9413ed04ec02daef9d604520108a4eeb0e761b0122b40caeee66e

Observation cf6de25b-ef1b-43d9-8828-7e74ddc1c677 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.678269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.932188Z digest=sha256:7e3601d7aaac62afe126a1b352fec7c4ed7642fe21935f7d8b36cf1cb3e38db6

Observation c36426d5-845a-4f94-b34e-e6124e7c8947 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.663227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.936234Z digest=sha256:4c0ae69ffb2f83ac84eb4754a8d708806aa41cc1e06f9448f3c783fd408640e7

Observation 03b581d4-8e12-423b-aa72-75b1672c395d · outbound

This paper cites C.; and Steinhardt, J.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders C.; and Steinhardt, J

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:17.649087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.940234Z digest=sha256:de77c02e49070167aab6af6f56dda6d694bb2ea833d39d5cf1c2354e84144217

Observation 0d9af008-11ad-47c8-bcff-ed470b95ed7b · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.634646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.944239Z digest=sha256:3cfdcbb0b696e45e6538b4e17aafa419daa8e569976610429cd242492d2ba3c7

Observation 44850cf2-48e8-4e34-bb0d-417a3e6a2634 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.619668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.948367Z digest=sha256:91847a30cecb8964f4cb906b3dfe6622b443f7c18c06f1ee8f5ff0774c8856c5

Observation 0af34043-6deb-4ef9-902e-3da949efcb24 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.605653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.952518Z digest=sha256:f86822e9967f5a1435b3fc399f73a27c25983251d3041f9ae079ade949b872a0

Observation 18695ff2-1339-497b-a19d-4f886fc2a1b2 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.591305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.956502Z digest=sha256:d75b0b8bba690ad4290c58e83a96857cc6ddbb99988d16e177a005608389f03a

Observation cee0db8d-5cc0-46d7-a301-b70c4b464b87 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.577569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.960721Z digest=sha256:806cf748262fb11403aafb509e47060171f16d5021d8da182941734e82bbd746

Observation 2d23a981-c9ad-4f46-b3d0-7fabd106c1ab · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.563726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.964844Z digest=sha256:c80ba2521dd56f6318b941f7e3625db43b83facf4ca3b89507b6e80077b31e20

Observation 67fb8fa5-f1bb-4110-9a52-0013d9fbe882 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.549017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.969146Z digest=sha256:9d7f407ebd009cd010a4497f0df7f6817fc24b6d7d631c7f79ca41fe44e37347

Observation 70c96b2c-04aa-41f0-bfd8-ab07524188fd · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.534157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.973195Z digest=sha256:0122a00e75e89d9df3dea8efba6388832ba2d026c25cff1e958c29a04f115f6e

Observation cff1d87c-9ed3-42b2-b2c0-148507c8b43a · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.519870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.977524Z digest=sha256:c7fcc1ef68168032d988715fbb8a8192e3ebcbd4983f98259db2f6ccff95ca07

Observation fca61086-7807-444d-9406-d8c23b625579 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.504871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.981656Z digest=sha256:8689187ea586e31640da0a385990ddaff61d1e48ab92612d940dc561a510771d

Observation fa45d8d4-ef65-4e40-8c23-01a9a519a730 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.488843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.985793Z digest=sha256:93ab052ac12589fb1c5b25442c85d7a0030233aedb01eb50d75ca8b907d75309

Observation d9e39f57-7dbe-414c-876f-298388683832 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.445593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.990059Z digest=sha256:4b87d4d48df40e9b9e5243313602c484b97180cbac715e086954020e77bd4f90

Observation 61c7970a-6c74-47de-99e1-3f5668178aa0 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.402274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.994526Z digest=sha256:892128648851fc36cef3f667613c0c55b18580535411dad79da1ee04ac236e88

Observation e9b81bfc-6e48-4e2e-a512-2bdc22412cfa · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.370666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.998803Z digest=sha256:d71f7098a7a028ee9ccda4cac739480be600a604dbbb1bca92897c15117cf6fc

Observation 9b899e9c-ccd1-4814-bb8f-14b49195e85a · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.330364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.002962Z digest=sha256:b305a0bdaa25a0953169b60bc6213d9107485577933470690549f7f44c7051a0

Observation 2af4a8c9-86c1-4065-b0a9-09b890a9ec2d · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.281737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.007083Z digest=sha256:604b7542175a6ae6b229f5aef1a8f728aa81b59ea2cf3f5a8b6ec0f1045f3760

Observation 876f39c9-0a04-4e81-a14a-8b7ab6a87321 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.232527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.011245Z digest=sha256:e9c351dca13c027b380ad64ae979ae6213de901b91dfc4c29de7afef3a2ce72c

Observation b4fd7f56-7812-429b-8984-82cc5e2a8315 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.184809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.015476Z digest=sha256:b938c6a94884462d36b5afd922798ff5bbbbe58c351295f3f1515f3007425a03

Observation 90b7de83-f315-4184-ab3a-60540a356089 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.154758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.019647Z digest=sha256:f9c6c54a5184e80c3923f7b5cddbbeda33ef4b442c69c6eccae7d870071ec709

Observation 4ce8673b-5083-46d9-8e75-ad7f316992a6 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.140046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.023725Z digest=sha256:9704af1333d2fa5e21a8d5f432edbcf2cb6cf3ac3f8f544b9b3a3eef074d8ab4

Observation 81018599-65f0-45a7-b7e9-d17f216e0aa6 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.125587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.028993Z digest=sha256:3c5dc9773d2f97271783482c37bdb447a8854dfdf22572ac6af0247d6612b5fe

Observation 174ab2e8-0c85-4c2b-9439-d3a9e7f8c89d · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.110238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.033015Z digest=sha256:4513111dd0cfb2b4de4b2b3c0fffc0ec0d490728908da6641170ed4ffce4175a

Observation d0659646-3544-41c6-b33c-d1eb2fedac51 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.094511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.037195Z digest=sha256:a9b1cfde813effcfe5d6c1c2908b38bfaac2bd404db363f15e3370d21604b9b0

Observation 413f58a1-8777-41ba-a656-e3cfb1c83f34 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.079882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.045535Z digest=sha256:b86a5fa80834dfc0ebbcbb880e4e5f8a01641569d3572d33973d5e6b12c7a3ea

Observation 8ee52306-4b71-4458-82a8-b0a23f9a789e · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.065000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.049519Z digest=sha256:46b0dacf00a270c01327213ac2daa493ce881cda5dc74378c0536074cf09977b

Observation c8487fc5-045e-4f5f-9c2d-aeb7540dad2d · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.049111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.053565Z digest=sha256:159487a41c570a87e99870b1359c068498c9273783a75092f9d0b9480493d5d2

Observation 7c9e63cc-7410-4281-82d6-06ccd81b4e20 · outbound

This paper cites Proceedings of the 18th ACM Conference on Recommender Systems (RecSys '24) , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Proceedings of the 18th ACM Conference on Recommender Systems (RecSys '24) , year =

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:17.033051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.057430Z digest=sha256:8e3cd8c62aeb6a3c2130dbee44d8bfd4011246870dbeb24e43b9b57e35cf32c9

Observation 45287e3f-ab72-4157-8833-2a1a0fb572c5 · outbound

This paper cites Modality Reliability Guided Multimodal Recommendation.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Modality Reliability Guided Multimodal Recommendation

Reference 50

Resolution
metadata mismatch
local_arxiv, observed 2026-08-08T04:47:16.318250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.061744Z digest=sha256:70630f7988d6d9b70f713a8de800ac98848705a880b37e75ff8e62554c4aea73

Observation c74b30a5-b935-4cdf-a1f6-164330507846 · outbound

This paper cites an unresolved cited work.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:47:17.017613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.065953Z digest=sha256:bb9c1d41321231fac7af77afdd4b44ba1b9b9b727ab471b061e2881ff0d7451c

Observation 30242f54-e17c-4cd7-bb56-d5d88bded9d7 · outbound

This paper cites , title =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders , title =

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:17.002535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.070288Z digest=sha256:18f8fdb46c524ef1e7f8f161cc773cd3aba8db239d51abad4f1d28ef859e0f3f

Observation 62122cc9-e025-467a-8e0b-f7c03edd65fd · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Proceedings of the AAAI Conference on Artificial Intelligence , year =

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.987700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.074561Z digest=sha256:b6fb8ccee7606a7b7d6d594af7cd65e0b1120652d22187ffa0123301ae0db1de

Observation d85e6239-6fa9-4289-a018-f4808b8910c6 · outbound

This paper cites Proceedings of the 18th ACM International Conference on Web Search and Data Mining (WSDM '25) , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Proceedings of the 18th ACM International Conference on Web Search and Data Mining (WSDM '25) , year =

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.973147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.078726Z digest=sha256:79efcd8d465cf697bbcd28f5a24dd3b24b6bc4e64549e184dbfa4aca20c166d2

Observation c44a4e5e-5a28-486e-b258-f731daefd07e · outbound

This paper cites Proceedings of the 25th Conference on Uncertainty in Artificial Intelligence (UAI '09) , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Proceedings of the 25th Conference on Uncertainty in Artificial Intelligence (UAI '09) , year =

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.958202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.083348Z digest=sha256:adddb0aeb747f61a964cc8978109defdea10444f6baea426b8f3f2753ac0d6cc

Observation 26085921-0fff-4cb2-9fef-eddec974bf75 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Proceedings of the AAAI Conference on Artificial Intelligence , year =

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.943038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.087687Z digest=sha256:461b378ce7aae8d57bc60b29b012fb626d1c424b2f01a046856760abc18115b1

Observation 40a3bd36-ae7e-44ac-8048-5b33e5642dec · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.927316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.091938Z digest=sha256:927e9e4461a6080291739e4f4b9d71327bc7c94d1a03983b39b409b3f4961d7a

Observation 013a2ed8-d67c-435f-aa4b-57bfa4f7b541 · outbound

This paper cites Journal of Machine Learning Research , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Journal of Machine Learning Research , year =

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.911722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.096397Z digest=sha256:9af8d0c76c8d551a9b1d368b650024e3c36007b6bb5d0619427554ead8bfefc3

Observation 348a6de5-de86-4b4e-b852-51a647ec7a97 · outbound

This paper cites SIGIR Forum , volume =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders SIGIR Forum , volume =

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.896257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.100527Z digest=sha256:16a496bfd9650f16f1eb8f3be94190ab1b673041eb39b4e7c45c4f71cf36a3d9

Observation f49ce000-06c1-456b-afe9-8a6d0668c6df · outbound

This paper cites Proceedings of the 13th ACM Conference on Recommender Systems (RecSys '19) , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Proceedings of the 13th ACM Conference on Recommender Systems (RecSys '19) , year =

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.880635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.104629Z digest=sha256:3b0fe31ba623727e90200904a37c1a6036c5c9be520e3085d60adcf414425c14

Observation 456ae41b-24ec-4be0-835c-8ba33788d457 · outbound

This paper cites Proceedings of the 31st ACM International Conference on Multimedia (MM '23) , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Proceedings of the 31st ACM International Conference on Multimedia (MM '23) , year =

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.865423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.108984Z digest=sha256:538d008f964a36edd6e679bb51f9c771e817f16067fd3054e61a84cc336d68a2

Observation ca134eac-2c91-4c7d-a2d4-88888cf1d4f7 · outbound

This paper cites Proceedings of the ACM Web Conference 2023 (WWW '23) , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Proceedings of the ACM Web Conference 2023 (WWW '23) , year =

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.849801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.113164Z digest=sha256:7f8cf35039c22d766313b5c7170ef6ab6d3864ef19168a416d8361eceec26c72

Observation 83ef83a5-28fc-4001-8168-b2ece1e79d1c · outbound

This paper cites ACM Transactions on Information Systems , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders ACM Transactions on Information Systems , year =

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.833979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.117490Z digest=sha256:f3698e6b506a08d431ceee9261684ffb0b9a9b77ba638dbd9d5b438ed45a7625

Observation 285beef4-ef67-4faa-8b42-a135e1c2befd · outbound

This paper cites Proceedings of the 27th ACM International Conference on Multimedia (MM '19) , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Proceedings of the 27th ACM International Conference on Multimedia (MM '19) , year =

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.817364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.121844Z digest=sha256:74880e7b3f17f37fbff6458cdc8099b08f4ad19b7576c60d972d75a427919f5a

Observation b47fd87c-8612-49d5-8824-483692171723 · outbound

This paper cites Proceedings of the 28th ACM International Conference on Multimedia (MM '20) , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Proceedings of the 28th ACM International Conference on Multimedia (MM '20) , year =

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.802075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.126044Z digest=sha256:74d53b808f0b6806b4a948c9d7da504a63ce00c5fda280ef6daaa9bacd86603d

Observation 50b28517-86c6-480e-a338-61be8b8ce287 · outbound

This paper cites IEEE Transactions on Multimedia , volume =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders IEEE Transactions on Multimedia , volume =

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.786546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.130576Z digest=sha256:b3d50866a64d6d0a4d1da4885e5dc3b65395873d34f28362c56b96710a9ebc8d

Observation 552eacb2-716b-48a7-bb3e-f24b1cd27c22 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Proceedings of the AAAI Conference on Artificial Intelligence , year =

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.769309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.134644Z digest=sha256:e6fe6d0f8fa2adb01d6fb8bcaeff9dd6f69cd732f047086d117c60e485d5b20d

Observation ea1a220d-4d86-4cb2-8d62-99f4a9a0aba5 · outbound

This paper cites IEEE Transactions on Multimedia , volume =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders IEEE Transactions on Multimedia , volume =

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.752417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.138932Z digest=sha256:78374b54e2e4f82b373ec222ff23034de216f715ba7cd4e658c65f557540f017

Observation 455d81db-b1e4-440e-a257-a9af1032d176 · outbound

This paper cites Proceedings of the ACM Web Conference 2023 (WWW '23) , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Proceedings of the ACM Web Conference 2023 (WWW '23) , year =

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.736257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.143075Z digest=sha256:52e08a2f0ce255d820277d25c76c2da3ee978b91b4cbded034e9ef4376d09493

Observation df917876-9bd3-407e-b71c-5014b3cc4e1c · outbound

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

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders A Comprehensive Survey on Multimodal Recommender Systems: Taxonomy, Evaluation, and Future Directions

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-08T04:47:16.147189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T04:47:16.147189Z digest=sha256:c841ffbe222523adefff98da9225d0c18552f058224cc337e02379ad1b786e7b

Observation 52466faf-b62f-4600-8acf-67feb4f8fc96 · outbound

This paper cites Computer , volume =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Computer , volume =

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.720496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.151134Z digest=sha256:ba2bb7b41555bfadcd8d0e88431ceb24c123242264cbb7e1a73c853d5f4c7606

Observation 188436ca-efe4-4915-a498-bc75a6c5509f · outbound

This paper cites Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '19) , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '19) , year =

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.703980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.155258Z digest=sha256:5abff0c97d88e202c10172f1bfa5065c169cb29f843caeb01fee2a1e2920197a

Observation 06d8ed47-bf2e-404b-943e-fe85b554f5f7 · outbound

This paper cites Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '20) , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '20) , year =

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.687217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.159343Z digest=sha256:e38a95612f1dacdbd8a8146000e8068f25472b177a8f8696aec2a5b122e97fa9

Observation db384c4e-d077-4d1e-ad54-acb45eb25ff6 · outbound

This paper cites Machine Learning , volume =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Machine Learning , volume =

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-08T04:47:16.163918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T04:47:16.163918Z digest=sha256:8bbef9147c6a13efe1de3a7431da5b78c355330961d4efece799a40d57b623f2

Observation 7d0c1d16-8f9b-42a8-adcb-9a5b15fc61b4 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.658983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.168316Z digest=sha256:8fa2756fbba77c6f50e0921c11cc5d286625fc0db8ccc8b09451bfae08ec2d76

Observation 4111aab2-7fc7-4e81-ab04-5686e4df2d2f · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.643570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.172633Z digest=sha256:3b1c8db77d8c15fad44e04711d4b061f8f0981115ac8268a5275acab5ad4d8ff

Observation aee68a65-3e77-445d-9b10-2c70283fbde8 · outbound

This paper cites , title =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders , title =

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.628163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.176748Z digest=sha256:f1e81769dd84cda590f68e536494c41aee48e83fb15065a87a61c4dc773b4857

Observation 653d6b38-c813-4b72-9a08-6737d2a54e9b · outbound

This paper cites Proceedings of the 4th ACM Conference on Recommender Systems (RecSys '10) , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Proceedings of the 4th ACM Conference on Recommender Systems (RecSys '10) , year =

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.612047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.180876Z digest=sha256:4d32f4976e52d338b10cfab6c28adccdf7b694f3ef0a65f1e26d80dfa162a0d4

Observation 9c0c8a70-4a66-400e-8e54-76ff211a3d30 · outbound

This paper cites Challenging the Myth of Graph Collaborative Filtering: A Reasoned and Reproducibility-driven Analysis , booktitle =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Challenging the Myth of Graph Collaborative Filtering: A Reasoned and Reproducibility-driven Analysis , booktitle =

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.596562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.185163Z digest=sha256:d2754158b486eeecefea75176ed1cba52173a4f9f419eddf55b91ba996b4d741

Observation 152375e2-87a9-4122-a88d-bcf94db662d3 · outbound

This paper cites Computer Vision -- ECCV 2020 , series =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Computer Vision -- ECCV 2020 , series =

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.581215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.189463Z digest=sha256:0fa6f9c5e14e0f28680ba6c8acddda87322d4b5f6ae98bc8efe25563088f1ac5

Observation d268585d-fe6a-4ea2-87bd-690e02a1180e · outbound

This paper cites and Steinhardt, Jacob , title =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders and Steinhardt, Jacob , title =

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.565218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.193531Z digest=sha256:6358dccf29e86c5ee918c5d8fe34bb56b86d94d3d953dbb2c3d9977449a5d32d

Observation 9b5fe2d3-ff3b-4ab7-9f7e-f9d7b0571853 · outbound

This paper cites Proceedings of the 31st ACM International Conference on Information and Knowledge Management (CIKM '22) , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Proceedings of the 31st ACM International Conference on Information and Knowledge Management (CIKM '22) , year =

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.548106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.197896Z digest=sha256:401ba879d942c730100495e90969d8f08e5d36ffebe77e52dab6a544d2ea7270

Observation 2fa9c201-580c-4769-bbd8-2712a6836997 · outbound

This paper cites Companion Proceedings of the ACM Web Conference 2025 (WWW '25 Companion) , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Companion Proceedings of the ACM Web Conference 2025 (WWW '25 Companion) , year =

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.529806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.202100Z digest=sha256:9273095540b3c914362dd2ecec86114f9919e44a53ec76bd79d486122ffe3922

Observation 022b8f22-209a-4da3-aa1d-e029f9061622 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks Track , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Advances in Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks Track , year =

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.513554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.206293Z digest=sha256:607a9130576b0fa9da27a0e0029eab814607fd7ab4168697445d79bbd0d8e991

Observation 183d1512-c136-4d1f-8fff-92b3d96a4571 · outbound

This paper cites Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '15) , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '15) , year =

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.497906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.210451Z digest=sha256:131aaf0a858a10662aaae9c28e011afc7010b0b8bc8e154606255253f716145e

Observation 2dfa5abb-dc75-4997-9e82-f0ba7e9c9cf1 · outbound

This paper cites , title =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders , title =

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.481324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.214664Z digest=sha256:458a2348b1562cf2bcb0f2090828d0a713020a4ddef7fd90bc00c5c6873186f5

Observation 5e593322-0583-4870-af5f-567e3bbce251 · outbound

This paper cites BMC Bioinformatics , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders BMC Bioinformatics , year =

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.464846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.218852Z digest=sha256:380682696c3ea7b036f9bfcfa43e37b6ec726ce785ca4019d9f549f105dc7dce

Observation eee88ef8-64b1-40da-b77d-4ea9e7a346a3 · outbound

This paper cites Statistics and Computing , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Statistics and Computing , year =

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-08T04:47:16.222939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T04:47:16.222939Z digest=sha256:7ac4be8085950bd0cfb1f1922c8e92e0ab7994e770e256e20ca1c337d2de5a29

Observation b63bfd5b-db40-4ea1-abb2-a8e40edfe394 · outbound

This paper cites Proceedings of the 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '20) , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Proceedings of the 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '20) , year =

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.439756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.227022Z digest=sha256:42ef1259131dcaf1ee0a17b93684f8cac7fc3332fbcc695ce836a8c3c57ec8a0

Observation 48d30511-0f85-4b29-b0ae-11d3f5768cb1 · outbound

This paper cites Proceedings of the 8th IEEE International Conference on Data Mining (ICDM '08) , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Proceedings of the 8th IEEE International Conference on Data Mining (ICDM '08) , year =

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.423777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.231312Z digest=sha256:9c06bdfbb02612b7ce7fc2f3dfc7d1a864e9f3a3034c4ef424d99d457f1bad74

Observation e6fa2c42-cd5d-42c0-ab7a-9d3eea707d84 · outbound

This paper cites Proceedings of the 29th ACM International Conference on Multimedia (MM '21) , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Proceedings of the 29th ACM International Conference on Multimedia (MM '21) , year =

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.408207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.235455Z digest=sha256:dfb714cadc79ea506622650029eab1e317b379eed54a2814189836ba101b4266

Observation 73a73c9a-c95c-4ed3-a3e1-432a7e08261e · outbound

This paper cites Proceedings of the 31st ACM International Conference on Multimedia (MM '23) , year =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Proceedings of the 31st ACM International Conference on Multimedia (MM '23) , year =

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.391726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.239564Z digest=sha256:4b7e9f7f499580cf771774ab4ff5fcda438166e826dfa790ba0bff14147bf03e

Observation 7f8a964b-1916-4d4c-abec-277e5c264795 · outbound

This paper cites Information Processing & Management , volume =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Information Processing & Management , volume =

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.376551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.243537Z digest=sha256:9313432d6ae6ad18d7fd620fa8c861e2391c15a7f0ce964195fd02fea17db499

Observation a67f93ba-8b71-47ab-bf5d-66006580fcc7 · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering , volume =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders IEEE Transactions on Knowledge and Data Engineering , volume =

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.362485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.247448Z digest=sha256:3b294e479ce49b8950259ccb8886c2cd6125162e941b8e51e4b9b31e52842578

Observation 49ec6b19-9aa3-4c95-84ad-3e8776e37742 · outbound

This paper cites Proceedings of the 26th European Conference on Artificial Intelligence (ECAI '23) , series =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders Proceedings of the 26th European Conference on Artificial Intelligence (ECAI '23) , series =

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.347758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.251505Z digest=sha256:4930b13902514a92a9bf02c4abae5d4883e7537ede92b2bf3d1f2031a5248cb0

Observation ec045e3a-d7e7-47a3-8dbb-1ba37a4304d8 · outbound

This paper cites and Snoek, Jasper and Wiltschko, Alex and Rahimi, Ali , title =.

Is Personalized Modality Weighting Actually Personalized? A Controlled Audit of Per-User Weighting Claims in Multimodal Recommenders and Snoek, Jasper and Wiltschko, Alex and Rahimi, Ali , title =

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:47:16.333795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.255673Z digest=sha256:6c9cc56d984d872d9451dc50605b236a90a703125bea622a318fab890180df7f

Pith citing papers

No inbound Pith citation observations are available.