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Paper Citation Record · LEDGER

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

As of 11 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 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

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=sha256:9c523515ac62113fe779b87aace80e88d264322c53667208c9c5030f9c135055

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:cef474935cd823242c4973620beee9e542cd5e24ac0fcdd174e7e56b6a3d91d3

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=sha256:20b826f206ff5ae32fb3adf0b0a796804eeaa144a59ba8b435cb0d14944d6851

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=sha256:2fe233e345be791267df480dbb63fa5d373e763ee30538c4ef67984156e13240

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=sha256:8435a7750884bbf6bc1eb6c96d1eea2a1135057c0522a83ac2413c972add9be8

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=sha256:76a4961acddd1175cc98df67b8b3a1bd5069e68fc8834a197ea231611ecb9353

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=sha256:341cd8985d6de56d8ca1144e4a1b79ae7f73067c3d3dd5be0c4cdcf818737892

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:a5d23866a3ebda265af312ac265f7a9b5c8b18272fdd717bf0dfafd9aa66728f

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=sha256:24fa50991c474855fa9dd08c5d39cff854e9913a46720f5bddca72dd3d0329c0

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=sha256:22334849991181d4f30627d55a66876fe9a01a51cf7e1c30f9fe656d6aa96dca

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:eb772c6649e0138bd50cb73f0f3981e602377751f014e822d03ca27063693144

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=sha256:31cedc85e9d9fba3a4ceb5d9643055fd10ad2895cd4942f373cb9171c23a3071

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:edfa2706ea59646603345617b2ce9502308345fd868511bf0dd01f274f3b32c8

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=sha256:26cb78736799857d3c322c9d97042a5c309b51783d843eb054044530ff762e2b

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.919763Z digest=sha256:6520249aeee43718f567fbe4dcc45a5ebe61fa835ca186a2d7de4163e9531b05

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.923974Z digest=sha256:05fb24a01470e5d0ee34947e6ee5d21f1d7ec002d2ef29361e7b4950aeb76bca

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.928218Z digest=sha256:4e710b67c86d5aacacaf6572848117e8c147cad18fe7709f29297e4853057e70

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.932188Z digest=sha256:b8b476834ee8204f793dd77e6e08b54e698e2c5d0d892c0ed403ca455cf037e3

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.936234Z digest=sha256:3466062a3082535a47af263ce64932a736c3a1b25044c40e74541570f296946d

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.940234Z digest=sha256:d6c841755eefb3b4728f6c5b83bb72ab77f9438a37c35eb53583bfbe00fe484d

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.944239Z digest=sha256:dc83b4f8442da1bd471a2fe214140a23637d919a2a81a2f83dc53486203382ea

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.948367Z digest=sha256:64042c6f23e7522dbdce8b750d3aae596ad5664e56081a15575058de16dd4247

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.952518Z digest=sha256:2baa4f43b8ef315cfba625be090d304bee97a364f44d2b1434e9f3631e553825

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.956502Z digest=sha256:a5afe4e379142f9b2f708116132f6959be746726c80eb0970be2b3265212587c

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.960721Z digest=sha256:b2df195aebdad7b0d16139b04eb88a072766633fd7de8c2592a5833c683d922b

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.964844Z digest=sha256:a1c3d8d5a4cfef05bd3651efbf75f00447f2356c7c90d04fa15707d5259c8aeb

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.969146Z digest=sha256:f097add7ff69af4f34fffdd819c3e14fa893a99616afb9409a31b0133ed8a57e

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.973195Z digest=sha256:42ff9c431ace6c861e3612a538da6a9b7d38e968b0fe9f65c00bdc10ba55ae86

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.977524Z digest=sha256:9047765036ae38b6460e91ed8a8124c7cca1966dcce0a479dd83e3e561055e86

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.981656Z digest=sha256:e4320a14374f3b6aa07967fde077f4ee62407c0694c91f3b409552f7071c72d5

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.985793Z digest=sha256:156a2762e8b31a0e0650fc9744e204793374102bea2f495de88973b11afeb23e

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.990059Z digest=sha256:c58f2734ddc55391d37e1c809243445568f1cc1086f1e60a065e166e1577fd04

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.994526Z digest=sha256:ae369191439f34a09db776e909533db61e956b37483014da165dbf364e8ace3d

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:15.998803Z digest=sha256:8be80dce9a3caf6abf5be18335e5801b6196271bbd478fa49d39d4f775750dbf

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.002962Z digest=sha256:ffa0f2002bc0f9174557eb0816c33c086b7cf2ca48bed0c39b00bc21eadc9087

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.007083Z digest=sha256:d22222ff12d7c3e75a63950a32321713a3252c8dd7111b027f7a1a0dba078fec

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.011245Z digest=sha256:1186c7fc6c46719b168dc6b73a2cc612601b1d42811783ca855b85a5fde87c7b

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.015476Z digest=sha256:e3b255f8959001759d535da76907ec9c1bb80cd3d42956dc7593e165803c50ab

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.019647Z digest=sha256:172a5e1e1d914180e4d0fe799767cedff32728e1b94b84d6dfc3de157c39faac

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.023725Z digest=sha256:f6886eb58c6002bf7af605d6273737c7136db980761acd0f1ee174c1c6aded0d

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.028993Z digest=sha256:910d507a710a04bb7a11322716287010bcc6a56f1f1a6c564b2cb44b02ccc020

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.033015Z digest=sha256:45669a2d6a81ab1df5af288a70a7e12477b78021ac1e2730a84bde4c33f743c7

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.037195Z digest=sha256:c062fda505532328f6bfc5d06f1909a1a9dd38c591e74d316913142b6dc1c2bc

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.045535Z digest=sha256:fad2a1c8a5b46ba147c8587324b089c5029549baf28a8c00cc7f563b6a94f268

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.049519Z digest=sha256:10bcfef784fd8c9f71244b1e862cceeaeba3dc8de203c2049d5bf7a50269c30d

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.053565Z digest=sha256:57b5e15be9f33915a9f95ed8234b1dc555904edad2aef08de2d72dcc4ac22433

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.057430Z digest=sha256:42017b02bb225ec1075fa404ff3baa538516c42c546bdd4e1f915c41b3079dab

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.061744Z digest=sha256:50f637fefd9fd03a870005d21bd65aea79c256e9794221033140eeb76ffb8a2d

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.065953Z digest=sha256:be1e7a220999a2ffe5318ea8a0b8800a53ecc926dbe1930d25c45f93075113e8

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.070288Z digest=sha256:118381247425ac621912538ed9aec0f2713a6dd84f331d50d87bc9e11b29d07a

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.074561Z digest=sha256:26aa28be5c01844d537d1def85c319d59a1db6659458508119ea4fce9d689f84

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.078726Z digest=sha256:0531dd1fdce2eda9b9961c0955a7fdfeabb7704fa46641dfdea612ff933d8700

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.083348Z digest=sha256:df351059c65e69f718a1b9e98fe22a951289da69784aadc1e53669fb8b10bdb5

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.087687Z digest=sha256:2a4aa4f8f027500d2fd059440b2ba68cfd10eaf8377b6e3bb4eea2995fecc2d3

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.091938Z digest=sha256:5788593a2c5032197a70dad2bae5742a44fbe4e1a455c923b5bac207ea015a6a

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.096397Z digest=sha256:6b92584081b7e4d3862dc8bf853c8829ca33e0d59ce6dff5fd069dbe48d788c6

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.100527Z digest=sha256:45b8032de904bcab3fa4fa18c36aecee33be5afe89be8761cec3eadcbc0651c5

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.104629Z digest=sha256:15786c38329cb50049e51e98dbef98be2f92532540bf14d317ccc6e15abb4259

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.108984Z digest=sha256:214b4eb70d0bd9dc2a8f6ff721e5a74e73f9d8d40726a8b8b8ffafe8cec711f5

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.113164Z digest=sha256:eae58a7e7a35628bea6b7938268fe90718fdc3b66f97b814d7086e108c1dca21

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.117490Z digest=sha256:db6939c674e12337268610772bcde2e3dc29da2e0759a5eccc6766a3706543db

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.121844Z digest=sha256:f1cfdf75cde2f39fdacc478d0aed3a51c0c9bc809577e18ff84e880129371345

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.126044Z digest=sha256:a4111f9d2132f802e30d9d8f8f546e75f30c1e875c588d354d4fa7f36d78a49d

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.130576Z digest=sha256:0e22f33523c8592fc794299f00b5aaee694059866af6db334c003f67efed6bdf

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.134644Z digest=sha256:a1ad1f5694ca97fed963538170984638acddbf13984bf197fffd5c4380b89275

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.138932Z digest=sha256:64f24a61d96d93337860ffe91be7eeae0578969bb6ac3437ba5506917de31254

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.143075Z digest=sha256:e2690eb717cfdc008408d53bd8be839ca5cf1eb3076767162a4235e1a53180c3

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=sha256:7ab05d86598874fc83fe19dc40e7153cd462fcd25ea8d765b7cf87c36dcd091d

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.151134Z digest=sha256:952e0d373f15c555affe97bfb33b0054ba28131e324a19d3b40d85a1b5f01a8a

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.155258Z digest=sha256:3def9f027a201b066d8b5c6db0ec45ee195e98b5cd4b61d873c2bc56ce65338a

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.159343Z digest=sha256:427478a855331b1e1e773be05c69828deb9a705075f7ace09ebeb651cca456d6

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=sha256:263ab9ccc1c1b2950ea1502b710d68a3f5169fae2912190030e65e724692cef5

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.168316Z digest=sha256:5466e0ecce63f77765a75766318160c5f9612f07cf5853908f58ce6b20ced32d

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.172633Z digest=sha256:7f6e44b3fb7556b155c08851fa540f5acbf7dc215b9245cca1786a30c04e65ce

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.176748Z digest=sha256:365efa31ec652c22bcf06430421b66e6771b109c7cdb7232106e899da663b3eb

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.180876Z digest=sha256:00fdd14423b3676fbabf6c42117270666a6849c72b3f9211dddb514f5a6f12c0

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.185163Z digest=sha256:f98c9bb2a6c3a55035ce87acdc4b281abc0048e416d53cc454402b9e97ed450c

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.189463Z digest=sha256:4be857ae3c9716f76473c686cdf330aee5317ed70707a9b7566cf8cf0f13cd11

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.193531Z digest=sha256:5bacb4ead601d29fbbd07be20040cb7efb266ba70c0f44149d04ff501507e041

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.197896Z digest=sha256:06265d39f59d434fcc94907222b3e930de92ffaa3a535f40116901ad84ca0c59

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.202100Z digest=sha256:e307403119354fc55b45d2a1775ef82dca9107d330dc0196b480f714df0fcea6

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.206293Z digest=sha256:1141d1ca19d1cb57a1d9db64138efa2bc57a9516445a53c0ab6467105fefa8a3

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.210451Z digest=sha256:7642a3f138167749c06544ed76aec44ee9614ce48b076d1055872807ada177d7

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.214664Z digest=sha256:8a8c9b044c5c784734827e6f025ecfc398c12dfe7ad0ea9078aaffea5476de51

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.218852Z digest=sha256:0b1f2d1878a410a9d4ceb5c636184b64384d58fdd9780b7bfc435dc18d5e9175

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=sha256:233d967023ce0ebe68c0f532d7691075886a3ee9353fc15d1d3f777047b54221

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.227022Z digest=sha256:f2b12ff5766ddd2234056f73db268f576f5fc0e7bfdcd3e49c2d0d5c1f1b5017

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.231312Z digest=sha256:b0fefa356c42c46c8122c68871ecad89015c50f1c3a4917384f03651514f8de1

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.235455Z digest=sha256:446c369548327f90d1f17110437221299e65a6277aeeb85cf924b9edba386453

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.239564Z digest=sha256:f7c7b3d3a64aec3caf7d2fdb329211680798e4f488cd196f63588c07a1fca519

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.243537Z digest=sha256:0ea5ab7bcea50b9ca6366fc40c9c82786992ff3dffc383c30c59a7d5bf9eb970

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.247448Z digest=sha256:fd60ded31015ded007d928a76d912a3cd9d52d52481ae291ec8e661497d90c97

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.251505Z digest=sha256:f0a20ced4704d114b5a7683a9e9213ef0ceef86d857b136cae22a253c1a58591

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T04:47:16.255673Z digest=sha256:2cbbc4146492f906840f08d30ad936cc7d1c15e32a1ee94fef152de560215638

Pith citing papers

No inbound Pith citation observations are available.