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Paper Citation Record · LEDGER

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations

As of 11 August 2026, this Paper Citation Record lists 76 of 76 outbound references and 0 inbound Pith citation observations for arXiv:2501.11916.

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

pith.paper-citation-record.v1
2501.11916 v4

Coverage vector

measured 76 of 76 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:48:04.987941Z

measured 76 of 76 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

76 of 76 outbound references displayed

  • verified exact2
  • verified fuzzy13
  • unresolved61
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aee60f40-fe58-483b-92d6-05c98daabc30 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:06.912975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 4e1a4c5a-edee-4cdd-a7f7-2eef6dce579e · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:06.880817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.560118Z digest=sha256:1f06accc8090f0a3610bbd1bcb9660205ba61af5dfa4c86592c3762a95a264e8

Observation 75972b54-4186-4d3d-8e8a-f6a7dd3d62d8 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:06.857660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 3e1673a6-66ce-4cd5-aec4-68dbf8678392 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:06.829696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.571484Z digest=sha256:cade717ff3be0af4ba4b84aba59a9b6414fd72429ef1b9778838743a5f49272b

Observation 9ba3e552-8bed-41fe-b70f-c6b63170706f · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:06.810029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation e1289b0f-c1f6-4be3-b9d2-1c64a1da1052 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:06.789011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.582950Z digest=sha256:2d88a063fb32f7862ee4b4ed23cc77def0c66b59f2f2562d84fb387866767f32

Observation c69d91a6-a328-4c44-80e9-13d0fa88af42 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:06.757227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.588647Z digest=sha256:21fc42aaf49d57683ea4468515997cf12564395080b938191a3104eb2cbff25e

Observation 0a5a6599-2059-4254-88ad-2a77ee17ed28 · outbound

This paper cites Tsang, and Yilong Yin.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Tsang, and Yilong Yin

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:48:06.742162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 1c0558fb-9d11-424e-adec-e4455cade9e9 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:06.722970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation f9574c54-f713-4379-b139-7321f7779c7d · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:06.703340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation fb9cbf1c-127b-40ae-87af-f701fd95550a · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:06.685890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation aaf5b0aa-ebfb-4ee2-858f-8df275200a64 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-10T17:48:04.614303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:48:04.614303Z digest=sha256:7400b2deb1fe2185cd7d0c85415ba0e2a36a224233cda0cae0624df50b78747e

Observation aa2454eb-ce64-4344-999d-f9e7731963e8 · outbound

This paper cites RU-AI: A Large Multimodal Dataset for Machine-Generated Content Detection.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations RU-AI: A Large Multimodal Dataset for Machine-Generated Content Detection

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-08-10T17:48:05.271964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.618311Z digest=sha256:7ebb2048fede85a958d243292313360bbfa5ce9c14a8a857659e7ed3f2574f80

Observation 4c0e0d46-4950-4f93-a980-cb6348c39e5c · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-10T17:48:04.623611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:48:04.623611Z digest=sha256:5bb6f31a5f5b0396b727ec25f3b6611ac386f15d10f540815ffbd0fb5d73834c

Observation d1de3ae9-5f3e-4f96-bd4d-2f04995445f3 · outbound

This paper cites Kingma and Jimmy Ba.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Kingma and Jimmy Ba

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:48:06.645858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.634947Z digest=sha256:e4a33abe34df0f6e6d1071fe8935578661ea5bc000805b9305899dbd507a7abc

Observation 7c44577c-c2a0-4f04-a3ce-4ff7e6780fba · outbound

This paper cites Causal Learning for Trustworthy Recommender Systems: A Survey.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Causal Learning for Trustworthy Recommender Systems: A Survey

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-10T17:48:04.640074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:48:04.640074Z digest=sha256:8c19dd8f924a7b0fad3c5a48115ceb7db157811ecb8d544705b4c1051936ca23

Observation 85f6aadd-cc18-4bc1-9a94-9ab5b047ed98 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:06.623525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 2db87546-d450-4ba0-854c-eca26967506f · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:06.608892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 72b7d04e-a24a-4cf0-9d00-ccf3802a4214 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:06.593109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation df767594-62ef-446f-9abb-e47fe921cfa2 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:06.575344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation a07d610c-cdc9-4096-845d-73ad18e544be · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-10T17:48:04.667165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:48:04.667165Z digest=sha256:fb2f780596eeaabe2f5d6983b30f88112085cb2f8dccdc85fb8aa0c73f509507

Observation f6a1cd97-5473-4100-87cb-47dbb7f5b4e7 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:06.557006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 2c63fe9e-0d59-4c49-a84a-fd4ac1d75aae · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:06.532533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation fb1a8e5f-0bb8-4119-abff-bf62f94c98e0 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:06.517696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 1516990b-a417-4bfd-b0fb-54c0c9bbfdf9 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:06.499892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 1f29104f-2d2e-4f44-bbf0-4b68b0f19ccf · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:06.460415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 6dc4fd10-e536-4ff2-973b-596e9a27a7a5 · outbound

This paper cites In Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations In Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:48:06.477369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 32862253-7528-4847-a796-0842c1ee1482 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:06.424382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 108c6d75-ecc2-4478-b234-8d04647303e1 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:06.443151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 359155a6-b97e-458d-b57b-dead5793c068 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-10T17:48:04.733171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:48:04.733171Z digest=sha256:941795a8e2fc36685fb69a592938204b29725118749af7e70a5951d8296db167

Observation 8247d882-d49c-4d21-b7b8-870ae648529a · outbound

This paper cites Dealing with Missing Modalities in Multimodal Recommendation: a Feature Propagation-based Approach.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Dealing with Missing Modalities in Multimodal Recommendation: a Feature Propagation-based Approach

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-10T17:48:04.726098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:48:04.726098Z digest=sha256:63507473b1c71ad99bd2c38ff9cd16252305f5739ac947143c8f4c70a39ccc4b

Observation 192f6932-1163-43e4-b457-760c41bb00e4 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-10T17:48:04.743839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:48:04.743839Z digest=sha256:2db7c36b623ed8e9aca3c3b8643f73da6d6d1d6da4bb42f3bf025c5db535510e

Observation acda3ede-8284-488b-91bd-4addf8c25249 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:06.391890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation c576606b-c085-499b-8f70-88bc4e42913d · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:06.324797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.758618Z digest=sha256:e65c6b53ff0faa21635304b743a9ac0f5e7c209e99150af3ed023f390c6ce0c5

Observation 0142f77e-1557-437c-a9ba-ca82a92c3e57 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:06.306756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.762829Z digest=sha256:d5c6cc6168c80f0307ad529578eb4a1f076e77b4f6bd022f2eb46ece26d3f7cb

Observation 2125e26b-fd1e-45cb-8842-4665a86d1e4c · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:06.340399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.754236Z digest=sha256:9d2976ea6f5eeaa4c4c98094cd0c1643e62b69a9c261c961847b22a8f3acd354

Observation ea5298de-e826-4eb7-a2ad-8d934640789c · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:06.054813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.773355Z digest=sha256:4a35a7d482f002e1834c8738b740cd6045603e238fb667e527ca171208eab81b

Observation 260b1f37-d31c-447a-a048-ff3b4dbbaf14 · outbound

This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Gomez, Lukasz Kaiser, and Illia Polosukhin

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:48:06.034454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.779092Z digest=sha256:927d95ba6c3f68c3231d7bd7d9becb9fb5a3b157984bb19d9ec05ccbb6f4b948

Observation 80074111-222c-45d1-b889-7e3608ffbdb7 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:06.284600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.768495Z digest=sha256:240807f826b578b66fb6e40f879b98580f0d9cead6bb8fb4e2e733a2e7826bae

Observation 75491dd2-019e-4e45-b90b-10204337eacb · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:05.972265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.792217Z digest=sha256:4cdbdb96190b85314ea8db2941cca9a983abd0e5354d68f5c80ee4c11970faf5

Observation d90c3067-a8de-422a-910a-6e739b140fcc · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:05.929318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.803452Z digest=sha256:62d2eb5bd5535db718896dfecc858e6de835b1e57d13de7b7794f5f2a6ce3bf8

Observation 997768bd-dcda-47f6-b227-f3b88adcdf8c · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:05.992938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.784407Z digest=sha256:269bfd87938caf7f8ac1bb99fd99ad4c6e56cab287515dcf795e9ec5fe1eb212

Observation 78d32c2e-2a85-45ea-9a09-9de312e438fe · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:05.872577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.812775Z digest=sha256:cf746974ead47f72fd609b8135cce06cb3e1757d0c3325e91c02385fd03bf236

Observation 27353ebb-fa24-4c14-b468-84a7b9c44185 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:05.844125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.817562Z digest=sha256:e9fd316e6e86342dca275973176c800d7eef0e94e64fb531073d45d59d972809

Observation ccd5c5b8-3f98-4fd6-93df-7e770c16c82c · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:05.824616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.821060Z digest=sha256:2ebd854994602104fc0514dca32124bb119715f3d1837f906ebd496d4920aadb

Observation 1a144a70-924c-4f11-8984-d755a2f8d3f3 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:05.895882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.808022Z digest=sha256:5951f6355cf9062d4e905d4d98ff70fb9c81aa38b83ecdc10842af827eb6a9fd

Observation 508f5c7e-ec87-481b-a666-e78c1a97e676 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-10T17:48:04.829300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:48:04.829300Z digest=sha256:75925c4a45b3a5efc99cad2e2e58ef8b420c21357bd63e88c6feb41abf2af6dd

Observation 0a62a597-2451-4784-b794-874657736ea7 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:05.740553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.837986Z digest=sha256:7d1cf374ee7d08196e7e05813f83ee6deef7b107269a8a6ee72769b04231c4da

Observation d219f57a-6e9e-4295-89e2-0ea18edbb99c · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:05.723806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.843046Z digest=sha256:1a4e3243feeb567a1e90bf9c5150c9b67f0f7b287e541a7d62e6561f7260b285

Observation 6e3fccb1-bcd6-401b-8ea0-1e16419facdc · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:05.790913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.824991Z digest=sha256:f1a858bdaee4048873e4332ec2ad6ffd0331f865b3683474d5777709479908fd

Observation 83bca572-ad0b-4c0e-bf10-8a3f131341a0 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:05.684426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.855081Z digest=sha256:ade2a206f7790b0728c3db53e2bc07b0c92553dd5745fe9f20b4381052001693

Observation d7bc78e6-1c13-4f99-8363-ac0645c27d18 · outbound

This paper cites ParamReL: Learning Parameter Space Representation via Progressively Encoding Bayesian Flow Networks.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations ParamReL: Learning Parameter Space Representation via Progressively Encoding Bayesian Flow Networks

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-10T17:48:04.859586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:48:04.859586Z digest=sha256:5b188db56873c2fa495e91e3c02f4cadf8b02aba32770970609d513924a28316

Observation 4951c6c2-8250-415d-9017-95110c099208 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:05.655742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.865487Z digest=sha256:4b4b68e678f9e709d800a6c19779e981663e397b762ec823f557c560e8938c10

Observation ca49fbb9-9e18-4640-9c7c-3735bb2960b1 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-10T17:48:04.870812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:48:04.870812Z digest=sha256:1b71f64f31cdf578a73c44062951d1c8802c5f10300cc40fe40241909a3a9da3

Observation 57c56f41-46e8-412e-bedb-84ff68a4a615 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:05.707505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.849914Z digest=sha256:11c63507f8cd8db77b83f1b36d32d2dcf593eeae1f4b76e5631a0d6c0d05e4d8

Observation 2aea98a2-4daf-4299-9eae-9f73d222f067 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:05.560409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.888846Z digest=sha256:3109cd11a2db97cb9c7daef2c43bdf910698d2593c63caa499f47e94db868452

Observation effff7ad-1a48-43a5-a484-2467a6bef7db · outbound

This paper cites LD4MRec: Simplifying and Powering Diffusion Model for Multimedia Recommendation.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations LD4MRec: Simplifying and Powering Diffusion Model for Multimedia Recommendation

Reference 57

Resolution
verified exact
local_arxiv, observed 2026-08-10T17:48:05.113704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.896647Z digest=sha256:1cad078cc6b15171ee6ef895f35bc819ae61f2a426d3d12b8ca06749a608639c

Observation 065d218c-f4ac-47da-b90f-9a4ba47315fd · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:05.541752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.905712Z digest=sha256:46fafc7e4fc1072cac0f07b3df4c790a51f646d45e2000d4d2f6ecc1fbfcee3b

Observation cd979d05-f599-4d28-9a58-5c82d25ae2af · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-10T17:48:04.910337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:48:04.910337Z digest=sha256:07953e28da38adc7f26e86f3b719c0e94c0473e8ee6e04b6b74591fe1a38b955

Observation 02617b8c-af4d-4b52-b26f-34c39f7e69c0 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:05.478961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.923467Z digest=sha256:fff8572135d07955a5d97ea38b0878feffc22af6739798aa3a6facc85c35c514

Observation 68aa7faa-377d-405e-8ece-f16629bedefb · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:05.581083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.882871Z digest=sha256:78b88d50db7999d2c16a5aa891f4225a6e2b25fc3602e01fcd844f2d04a717b3

Observation a295b0ea-14c2-49c0-a466-c4447659b783 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:05.461064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.945351Z digest=sha256:294a1c1f496fd079457ce76d4eeab13aa07071b17e6e047b1359572eec588487

Observation 9def4f67-fa4e-46fe-a927-5567ce4f46b0 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:05.424983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.951599Z digest=sha256:24a03dcf5abc840346666e654e4ca849eaddd0a3f8d58415d1eaf7e1c03b3bed

Observation 0e684b8d-8998-49e3-aed6-db2bb42b21c3 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:05.408443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.955934Z digest=sha256:d89728feb745ab25895bb04902c4b262e100461e5e66796241d8c29c167cd647

Observation b1b2fb88-1027-454b-8a17-a6f510a3bcc2 · outbound

This paper cites an unresolved cited work.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:48:05.388795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.961703Z digest=sha256:21142c1cce7b1fe21cdd47e097ad099b9029c87e81d3e18db72a9e0633efa9a4

Observation 06a75567-4f9a-432b-8bb8-3dfe0c49f11d · outbound

This paper cites In Proceedings of the ACM Multimedia Conference.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations In Proceedings of the ACM Multimedia Conference

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:48:05.505304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.915304Z digest=sha256:dd500ef6723e0ea67c1efaec66655bb2f11762cf5887206eed8e132c1846f803

Observation 1aab76a5-ecb8-4e93-9a2c-22aeb0edabe5 · outbound

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

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations A Comprehensive Survey on Multimodal Recommender Systems: Taxonomy, Evaluation, and Future Directions

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-10T17:48:04.937723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:48:04.937723Z digest=sha256:33951de83943ab86aaf8e1e754e1551492f782b817f50727cfdb3a8df9453d79

Observation 96dd5024-3b22-45de-8b77-0fdac4af6304 · outbound

This paper cites We set the number of layers to 3 and the weight decay to 10−4.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations We set the number of layers to 3 and the weight decay to 10−4

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:48:05.370015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.969715Z digest=sha256:ac4db202fac4f7e474b503fab4331185bf5a9e6af7c0ce8752753cf7bbf82334

Observation 1416af7c-07ad-49e7-893b-4ab49e10859e · outbound

This paper cites We set the numbers of GCN layers for the user-item graph and the item-item graph, respectively, to 2 and 1.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations We set the numbers of GCN layers for the user-item graph and the item-item graph, respectively, to 2 and 1

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:48:05.354243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.975000Z digest=sha256:e482823e62d63ced2f3599a595c404e81fdcf49f2fe793043301ce674216f5a8

Observation 8f0ac2b0-55c5-4d0f-8559-85e53e836c22 · outbound

This paper cites The learning rate is set to 0.0005 and the debiasing strength is set to 0.5.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations The learning rate is set to 0.0005 and the debiasing strength is set to 0.5

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:48:05.325822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.980846Z digest=sha256:38ab583dd9f0170c5b962c4848eec62cdbdf9a9370c50420a87708ab48384d3e

Observation 6dc3b155-069d-42e3-a815-813d435d6da7 · outbound

This paper cites The learning rate is set to 10−4.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations The learning rate is set to 10−4

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:48:05.298267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.987941Z digest=sha256:36a34ece576ccd30d02b6f82c02b9dd62ea1a8b51ababd8215b940bb9348913f

Observation 202af5f4-c8d0-4007-83d0-843864290d7f · outbound

This paper cites InProceedings of the Conference on Uncertainty in Artificial Intelligence.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations InProceedings of the Conference on Uncertainty in Artificial Intelligence

Reference 2009

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:48:06.356930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.748543Z digest=sha256:5612a99bb98e209f8b16a36a00ce4afcd3986321a367fbf77b21300036ed3acd

Observation 8c4bbcb3-8e28-4a75-91d0-0c3de76a62ac · outbound

This paper cites In Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations In Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:48:05.949109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.797689Z digest=sha256:852a4dd37cd31a64c07dbc28a0aa5a21edf478650063fd36c2db45b1b3a7866d

Observation e213c558-3e2c-41b8-8d17-e5e0b827423d · outbound

This paper cites In Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations In Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:48:05.759495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.833700Z digest=sha256:d579b125ef6f1a6b22b298fdcf1a4c5f2a1889aa42ddd776d1bc36ffecd18621

Observation 384b5c88-3782-4ea3-a13d-f0e0eb03577f · outbound

This paper cites In Proceedings of the ACM Web Conference.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations In Proceedings of the ACM Web Conference

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:48:05.610682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T17:48:04.877255Z digest=sha256:9e56001f1de235ab63fc5a150a56f8b51e349240bc01ff8200b5c7fe257aa9e7

Observation 8c369a67-72f5-469a-bf9c-f911fabcff1d · outbound

This paper cites DiffMM: Multi-Modal Diffusion Model for Recommendation.

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations DiffMM: Multi-Modal Diffusion Model for Recommendation

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-10T17:48:04.628285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:48:04.628285Z digest=sha256:7931f1f9202f393f194839a5e1338466e2c1a22fa386a13b8ec16e93e26cdc8b

Pith citing papers

No inbound Pith citation observations are available.