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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 2026-08-10T06:31:04.303077+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

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

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

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

source=pdf_text observed=2026-08-10T17:48:04.577377Z digest=sha256:91bc147fe5d2d1d82f01f44e71845b04ebb99fbe827adb9e5a8ef40b4de8d428

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

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

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

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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 2026-08-10T06:31:04.303077+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
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

source=pdf_text observed=2026-08-10T17:48:04.618311Z digest=sha256:5d801ab76b20bbb0b26fefe9fac328219570426b227a226ad201aebe9d3ebf97

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

source=pdf_text observed=2026-08-10T17:48:04.634947Z digest=sha256:823f98d4a8749ab1681c929d45d298ecb6c4224a483c452ddf64bf0bcb8e944f

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
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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.

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

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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
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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.

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

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

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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
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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.

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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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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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.

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

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

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

source=pdf_text observed=2026-08-10T17:48:04.754236Z digest=sha256:22aaffab271d1737f172797409e1ca32ac8290bcab029d5730b818fb987999bc

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

source=pdf_text observed=2026-08-10T17:48:04.773355Z digest=sha256:f8d939b67413c889908e036374080bbc86b5a2785a5ad3a4b04c2914bf24c5f6

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

source=pdf_text observed=2026-08-10T17:48:04.779092Z digest=sha256:34bcb1474dc9d70a8b63f57323181d83fd24801a2c40c0a3a26cb04c4ddb9d46

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

source=pdf_text observed=2026-08-10T17:48:04.768495Z digest=sha256:c47b2f6c6d2c003363d8bad4ebae361f3174ff9adc5ce30b08fb4618df3ee3bc

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

source=pdf_text observed=2026-08-10T17:48:04.792217Z digest=sha256:53297eddab39ea96ed6259404b3d256ef155d668b56e45a2c32a6cb0be688b98

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

source=pdf_text observed=2026-08-10T17:48:04.803452Z digest=sha256:67f785df2c5a5d7c28ae01e11e451408678690e1067b76852420c22c1f2eb64c

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

source=pdf_text observed=2026-08-10T17:48:04.784407Z digest=sha256:edb77371384966c0205dfc008e796dc57918045b0a37c1d139887a6ba12fcba5

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

source=pdf_text observed=2026-08-10T17:48:04.812775Z digest=sha256:e6e51984059caa73efbcbcb7090d52aa65f4cf25f353968d6edc1c13f23dac17

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

source=pdf_text observed=2026-08-10T17:48:04.817562Z digest=sha256:77a51ec3bd2ccfb122b0216b208f459d677f8e53e24655aa343b81c386edbe40

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

source=pdf_text observed=2026-08-10T17:48:04.821060Z digest=sha256:2e94c4f2673363ca3fad09e317d0d53e63a8214814d3adc5c4d1fa09173b8e6f

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

source=pdf_text observed=2026-08-10T17:48:04.808022Z digest=sha256:3a7cbe14f53c21724656cd0b38d549e17c245680d24c87a083fc8fa95e253103

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

source=pdf_text observed=2026-08-10T17:48:04.837986Z digest=sha256:56d1aff25c81f2ae2975ee8f310c09579cf860cc29ac2f0f5be3a1951e5ca434

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

source=pdf_text observed=2026-08-10T17:48:04.843046Z digest=sha256:d3bfc9815e5ba425604d5ba25ce1841fc821b4534921323ec33549b42f9e6af6

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

source=pdf_text observed=2026-08-10T17:48:04.824991Z digest=sha256:41e6391af62d2dd5d2553253a525acbd7a1347de079e0cf5c52a05b08cd25c4a

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

source=pdf_text observed=2026-08-10T17:48:04.855081Z digest=sha256:948ba1ccc9911cae2a6ba11a564315a7970e87f6eebc13097616ec03b4746aa2

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

source=pdf_text observed=2026-08-10T17:48:04.865487Z digest=sha256:110e1015bc41a2df67f29f875e6be12403f415dc063ffb4358bb3d9a96cbf613

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

source=pdf_text observed=2026-08-10T17:48:04.849914Z digest=sha256:1e230878ee0c23822426fe50fef2d9c834db7a12fc53afb816aacf48c17d3c1b

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

source=pdf_text observed=2026-08-10T17:48:04.888846Z digest=sha256:a79465909b37a32d2a2528616d20f8bfc2e9afaa7311384fe0056382cea1e734

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

source=pdf_text observed=2026-08-10T17:48:04.896647Z digest=sha256:1a25528d94688ab4bc80e7f28f1d5fe3026444d3d0aa433a68f1a9f2c93f3a94

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

source=pdf_text observed=2026-08-10T17:48:04.905712Z digest=sha256:e5e791cf3d10150473efe873a2ec72e97f0ad6f35b3e4c1a6b4b235284a1cc4c

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

source=pdf_text observed=2026-08-10T17:48:04.923467Z digest=sha256:bc5b50d3109be34861ab0d4fe6d29afdf0876764ed7e3a32ba7749ab5a6deca9

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

source=pdf_text observed=2026-08-10T17:48:04.882871Z digest=sha256:f101635c8aa57529b813b944ba056ddbf0ac85a353d59ede1a7d955338a8ac0d

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

source=pdf_text observed=2026-08-10T17:48:04.945351Z digest=sha256:29081e82ed14006cf56bc3aa3d20c2d06092d34f647aef61ccf18a13f4272b91

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

source=pdf_text observed=2026-08-10T17:48:04.951599Z digest=sha256:ef31415a938a0cb4449e3fa2e28472adfaaaa9ac4e5ff4dd3a5a7c08c742b822

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

source=pdf_text observed=2026-08-10T17:48:04.955934Z digest=sha256:03238fde25d61b56d9b88a6f69fc95d4fe7f341de90b24d24be4306d0f87165f

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

source=pdf_text observed=2026-08-10T17:48:04.961703Z digest=sha256:420dcd5f5d6ae25bbbb847e79d4c050a6742896c3b7dd86f168162ad47f714f4

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

source=pdf_text observed=2026-08-10T17:48:04.915304Z digest=sha256:4697ff7b53cbd62fc298b74f0acee4c95e44f9269568c37e01de70febe9b550b

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

source=pdf_text observed=2026-08-10T17:48:04.969715Z digest=sha256:8c8da7bc691bfae89aae99fbd4eedf41a33cd49f62d73593c495c8796652892c

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

source=pdf_text observed=2026-08-10T17:48:04.975000Z digest=sha256:08d6c9aed53aa2c6abf044b988582ab344e1a76669c007f3d0025be56a7f5d38

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

source=pdf_text observed=2026-08-10T17:48:04.980846Z digest=sha256:c29a169d8fe923a9059c020956d4fbd85070f95f139a29bac4bca7882b5b6325

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

source=pdf_text observed=2026-08-10T17:48:04.987941Z digest=sha256:5e950656c7d9ef7be389368c5e89324287b26ca48f623924ef7fd4dc57e1dbdf

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

source=pdf_text observed=2026-08-10T17:48:04.748543Z digest=sha256:d48a1aabb4bc5ceb9f4e5878d4991092f10e8be6441b4ad6a68ef5aadfd84c1e

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

source=pdf_text observed=2026-08-10T17:48:04.797689Z digest=sha256:bb7bf4fbd83e82772254980307f190887245f3aa7cb1c4613b029b06943405d8

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

source=pdf_text observed=2026-08-10T17:48:04.833700Z digest=sha256:1e2299be0b503ba2f5fa1fe6c6924716d2ce520b15b871cd187630ef67fdb9fc

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

source=pdf_text observed=2026-08-10T17:48:04.877255Z digest=sha256:54f7d5c3b3b6c9f182a4080b6dce3310710913a906319be8fac9e28282aa66c0

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.