{"as_of":"2026-08-11T06:27:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:8a27bf22232b8a62b570274abbd10dc9b8bb2de7d274ca1092e775d3ca1c514d","coverage":[{"denominator":76,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":76,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-10T17:48:04.987941Z","state":"measured"},{"denominator":76,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":76,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-10T06:31:04.303077+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2501.11916/citation-record","integrity":"/paper/2501.11916/integrity","json":"/paper/2501.11916/citation-record.json","paper":"/paper/2501.11916"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.905225Z","title":null,"venue":null,"work_id":"df342efe-f074-44ad-bfb4-b8ff42e5d603","year":2024},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.549654Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:28464ffbe4b5088cced6a42c744914217cb8465c74a4b04a9083bcce6ef48860","observation_id":"aee60f40-fe58-483b-92d6-05c98daabc30","resolution":{"observed_at":"2026-08-10T17:48:06.912975Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.875175Z","title":null,"venue":null,"work_id":"eedc44ff-923f-4536-9ccc-4a98e84230b5","year":2024},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.560118Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:c0c17168ec7aaeec4fb5020d04ef8997e575f9c906a1737895b29171c846563c","observation_id":"4e1a4c5a-edee-4cdd-a7f7-2eef6dce579e","resolution":{"observed_at":"2026-08-10T17:48:06.880817Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.851595Z","title":null,"venue":null,"work_id":"59f2cf0a-c0ef-4aef-b55c-1a2c2c1160c9","year":2017},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.565975Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:3abc750b09583e707bb71a797982e3649a52b8514dde8bc8975a545aa6791769","observation_id":"75972b54-4186-4d3d-8e8a-f6a7dd3d62d8","resolution":{"observed_at":"2026-08-10T17:48:06.857660Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.823919Z","title":null,"venue":null,"work_id":"7a858cdb-53e7-4a21-90e8-3824d6caabdc","year":2023},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.571484Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:2f61a9d38602c6ae729c137348ffe56b671930aef4434f9c115ec156c875a2c8","observation_id":"3e1673a6-66ce-4cd5-aec4-68dbf8678392","resolution":{"observed_at":"2026-08-10T17:48:06.829696Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.803369Z","title":null,"venue":null,"work_id":"e0b646fc-e089-4f9e-a1d3-b288be7b474e","year":2021},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.577377Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:91bc147fe5d2d1d82f01f44e71845b04ebb99fbe827adb9e5a8ef40b4de8d428","observation_id":"9ba3e552-8bed-41fe-b70f-c6b63170706f","resolution":{"observed_at":"2026-08-10T17:48:06.810029Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.779481Z","title":null,"venue":null,"work_id":"7c2a5d22-7300-4d48-a448-04d8de36557e","year":2024},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.582950Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:35efb662a68ba0e6884a64271ee6bf880372b9fb5a1234032c43c24249a6a915","observation_id":"e1289b0f-c1f6-4be3-b9d2-1c64a1da1052","resolution":{"observed_at":"2026-08-10T17:48:06.789011Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.752299Z","title":null,"venue":null,"work_id":"fcbb817b-c7b6-479a-a50a-fcebf056f43f","year":2011},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.588647Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:5f0b4b041d36cd1948e3cfda7fa341a44ba6e7b9c361bb36ac51fc08665463a1","observation_id":"c69d91a6-a328-4c44-80e9-13d0fa88af42","resolution":{"observed_at":"2026-08-10T17:48:06.757227Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.737101Z","title":"Tsang, and Yilong Yin","venue":null,"work_id":"2c738250-c6e4-4ed5-a09a-c964ac8b3a53","year":2023},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.593177Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:7ad486cadb43db693fff07afec482ac8adbf0358386130ec45bfb00ed20d8b74","observation_id":"0a5a6599-2059-4254-88ad-2a77ee17ed28","resolution":{"observed_at":"2026-08-10T17:48:06.742162Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.715175Z","title":null,"venue":null,"work_id":"bec7e6ca-e217-4343-a61e-43e267f7b65d","year":2024},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.597305Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:fce1d8a1b6262dc2e261fb42112d2e0b82f27c0e854e644406f5b7229aa08c0f","observation_id":"1c0558fb-9d11-424e-adec-e4455cade9e9","resolution":{"observed_at":"2026-08-10T17:48:06.722970Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.698119Z","title":null,"venue":null,"work_id":"64c33242-ee59-425f-a2d1-bdd98c06e759","year":2016},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.601042Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:c94ac63cbeaf2d278e5505952884fba4de3ab35692d9a73aa911ef4dd2b50a84","observation_id":"f9574c54-f713-4379-b139-7321f7779c7d","resolution":{"observed_at":"2026-08-10T17:48:06.703340Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.679955Z","title":null,"venue":null,"work_id":"ee8c6fb8-c81a-45e7-8541-4a7592f39595","year":2020},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.607058Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:f3f90aa8e8b624265bbcb6e0ae59c477058257c453d21f2b9841a24a33feedc1","observation_id":"fb9cbf1c-127b-40ae-87af-f701fd95550a","resolution":{"observed_at":"2026-08-10T17:48:06.685890Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:04.614303Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.614303Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:7400b2deb1fe2185cd7d0c85415ba0e2a36a224233cda0cae0624df50b78747e","observation_id":"aaf5b0aa-ebfb-4ee2-858f-8df275200a64","resolution":{"observed_at":"2026-08-10T17:48:04.614303Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.04906","last_updated":"2025-02-18T06:29:36Z","snapshot_observed_at":"2026-07-06T18:27:07.473039Z","submitted_at":"2024-06-07T12:58:14Z","title":"RU-AI: A Large Multimodal Dataset for Machine-Generated Content Detection","version":3},"cited_work":{"arxiv_id":"2406.04906","doi":null,"metadata_source":"pith","pith_arxiv_id":"2406.04906","snapshot_observed_at":"2026-08-10T17:48:05.264380Z","title":"RU-AI: A Large Multimodal Dataset for Machine-Generated Content Detection","venue":"cs.CV","work_id":"795a4609-4735-41fa-b1ba-0fe33e023e83","year":2024},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.618311Z"},"links":{"cited_paper":"/paper/2406.04906","citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:5d801ab76b20bbb0b26fefe9fac328219570426b227a226ad201aebe9d3ebf97","observation_id":"aa2454eb-ce64-4344-999d-f9e7731963e8","resolution":{"observed_at":"2026-08-10T17:48:05.271964Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:04.623611Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.623611Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:5bb6f31a5f5b0396b727ec25f3b6611ac386f15d10f540815ffbd0fb5d73834c","observation_id":"4c0e0d46-4950-4f93-a980-cb6348c39e5c","resolution":{"observed_at":"2026-08-10T17:48:04.623611Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.636488Z","title":"Kingma and Jimmy Ba","venue":null,"work_id":"b498c243-7ea2-4fc8-93e7-51255422e54e","year":2015},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.634947Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:823f98d4a8749ab1681c929d45d298ecb6c4224a483c452ddf64bf0bcb8e944f","observation_id":"d1de3ae9-5f3e-4f96-bd4d-2f04995445f3","resolution":{"observed_at":"2026-08-10T17:48:06.645858Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.08241","last_updated":"2025-02-18T09:36:34Z","snapshot_observed_at":"2026-08-05T02:35:40.059715Z","submitted_at":"2024-02-13T06:12:17Z","title":"Causal Learning for Trustworthy Recommender Systems: A Survey","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.08241","snapshot_observed_at":"2026-08-10T17:48:04.640074Z","title":"Aggarwal","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.640074Z"},"links":{"cited_paper":"/paper/2402.08241","citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:8c19dd8f924a7b0fad3c5a48115ceb7db157811ecb8d544705b4c1051936ca23","observation_id":"7c44577c-c2a0-4f04-a3ce-4ff7e6780fba","resolution":{"observed_at":"2026-08-10T17:48:04.640074Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.617917Z","title":null,"venue":null,"work_id":"bcd6a294-6a99-4304-b641-e9d284723947","year":2023},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.646138Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:ad73461437bdbbdc28563648317fcf97c931b6c1e4c333f9b2733b89a2dfde3c","observation_id":"85f6aadd-cc18-4bc1-9a94-9ab5b047ed98","resolution":{"observed_at":"2026-08-10T17:48:06.623525Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.603195Z","title":null,"venue":null,"work_id":"6d9432ab-fd48-48f6-acbd-a195df269150","year":2021},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.651234Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:da4ab5c5db966eee024d21fff8c3314e8ee67ab20836844ad1d806a3e0babc02","observation_id":"2db87546-d450-4ba0-854c-eca26967506f","resolution":{"observed_at":"2026-08-10T17:48:06.608892Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.588091Z","title":null,"venue":null,"work_id":"9d0e1ec6-3353-4df1-90da-7e9a60af5b71","year":2024},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.656421Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:b9538aa4bb1f2855c58650ee933d5761e30f3bcaf73165c0ebff7a2a952366f1","observation_id":"72b7d04e-a24a-4cf0-9d00-ccf3802a4214","resolution":{"observed_at":"2026-08-10T17:48:06.593109Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.570246Z","title":null,"venue":null,"work_id":"43209672-e50f-4f43-a694-28300ce16970","year":2023},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.662311Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:d3587a69d5a2aadc01b1cb0625a5efa170cd49d5e1ce0bab3f9176a489db9976","observation_id":"df767594-62ef-446f-9abb-e47fe921cfa2","resolution":{"observed_at":"2026-08-10T17:48:06.575344Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:04.667165Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.667165Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:fb2f780596eeaabe2f5d6983b30f88112085cb2f8dccdc85fb8aa0c73f509507","observation_id":"a07d610c-cdc9-4096-845d-73ad18e544be","resolution":{"observed_at":"2026-08-10T17:48:04.667165Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.543868Z","title":null,"venue":null,"work_id":"a39b7505-24b3-4196-b6d0-9eea11dc1e9c","year":2023},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.672313Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:24ec30123242281767ff2d4554cd729b48d18cc4120267ba849235bdcf0edb8a","observation_id":"f6a1cd97-5473-4100-87cb-47dbb7f5b4e7","resolution":{"observed_at":"2026-08-10T17:48:06.557006Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.527656Z","title":null,"venue":null,"work_id":"a05c3532-4c72-4f47-8418-464d50f5b0c8","year":2024},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.678453Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:aaf1423d21a8835e92bde2b82112e891694b9dead1f72a6aa50b747108b79b3a","observation_id":"2c63fe9e-0d59-4c49-a84a-fd4ac1d75aae","resolution":{"observed_at":"2026-08-10T17:48:06.532533Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.513069Z","title":null,"venue":null,"work_id":"20def86d-9a77-4738-867f-d605b4a1fa52","year":2021},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.685398Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:e37f98f6596f8b1491b1008defa412f9a36c465fdbc477233328ecb42f103e11","observation_id":"fb1a8e5f-0bb8-4119-abff-bf62f94c98e0","resolution":{"observed_at":"2026-08-10T17:48:06.517696Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.493561Z","title":null,"venue":null,"work_id":"dae233b7-5c15-443b-b21c-2f73a5abed0e","year":null},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.693355Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:7e71967b6c489544714a12513b0520f38903531ee242e819241582999250ac1e","observation_id":"1516990b-a417-4bfd-b0fb-54c0c9bbfdf9","resolution":{"observed_at":"2026-08-10T17:48:06.499892Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.455155Z","title":null,"venue":null,"work_id":"ccb44274-145a-402f-80d7-96a54e1a5e8a","year":2024},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.705883Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:a542f01dc5f5f4b1ea6c501d187bb3e5dac1c60997c4505bfc2997f0456747ac","observation_id":"1f29104f-2d2e-4f44-bbf0-4b68b0f19ccf","resolution":{"observed_at":"2026-08-10T17:48:06.460415Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.471769Z","title":"In Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining","venue":null,"work_id":"90894fbc-e5e4-46fd-88be-f32a5eb52b02","year":2026},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.699911Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:3d1810bd1341990c5f8097df8d27bd6bfc380d20f10e4b62de9d195895e0d6dc","observation_id":"6dc4fd10-e536-4ff2-973b-596e9a27a7a5","resolution":{"observed_at":"2026-08-10T17:48:06.477369Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.418902Z","title":null,"venue":null,"work_id":"6f8cd639-69ba-424d-8a91-6b4aa62f01d6","year":2024},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.719667Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:510b8c19c752c9e61f893cda403d4db958329a9316fa1522de29e2b7d9eb6b46","observation_id":"32862253-7528-4847-a796-0842c1ee1482","resolution":{"observed_at":"2026-08-10T17:48:06.424382Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.437342Z","title":null,"venue":null,"work_id":"4d158252-dc66-4dbe-b162-4f96c624df1f","year":2024},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.711933Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:64bb26066d96b7a0e562910062593360db67438f52fb279c7a2893ef9391f02d","observation_id":"108c6d75-ecc2-4478-b234-8d04647303e1","resolution":{"observed_at":"2026-08-10T17:48:06.443151Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:04.733171Z","title":null,"venue":null,"work_id":null,"year":2009},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.733171Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:941795a8e2fc36685fb69a592938204b29725118749af7e70a5951d8296db167","observation_id":"359155a6-b97e-458d-b57b-dead5793c068","resolution":{"observed_at":"2026-08-10T17:48:04.733171Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2403.19841","last_updated":"2024-03-28T21:28:28Z","snapshot_observed_at":"2026-08-10T14:48:30.816510Z","submitted_at":"2024-03-28T21:28:28Z","title":"Dealing with Missing Modalities in Multimodal Recommendation: a Feature Propagation-based Approach","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.19841","snapshot_observed_at":"2026-08-10T17:48:04.726098Z","title":"Malliaros, and Tommaso Di Noia","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.726098Z"},"links":{"cited_paper":"/paper/2403.19841","citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:63507473b1c71ad99bd2c38ff9cd16252305f5739ac947143c8f4c70a39ccc4b","observation_id":"8247d882-d49c-4d21-b7b8-870ae648529a","resolution":{"observed_at":"2026-08-10T17:48:04.726098Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:04.743839Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.743839Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:2db7c36b623ed8e9aca3c3b8643f73da6d6d1d6da4bb42f3bf025c5db535510e","observation_id":"192f6932-1163-43e4-b457-760c41bb00e4","resolution":{"observed_at":"2026-08-10T17:48:04.743839Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.385299Z","title":null,"venue":null,"work_id":"4ad6de88-ac5a-4f96-b32f-6b02c6004311","year":2024},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.738230Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:f74d528c83381f6cb7c799f3473ea8ae712584b32950bb61da822e7a2f7299e0","observation_id":"acda3ede-8284-488b-91bd-4addf8c25249","resolution":{"observed_at":"2026-08-10T17:48:06.391890Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.319411Z","title":null,"venue":null,"work_id":"86435b9f-7c13-49af-854e-90b34d2ddcc0","year":2024},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.758618Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:7e204e6d0dbc384b768c303c3899729b036b4b45c4830f4ae28da1fe558a9e29","observation_id":"c576606b-c085-499b-8f70-88bc4e42913d","resolution":{"observed_at":"2026-08-10T17:48:06.324797Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.302211Z","title":null,"venue":null,"work_id":"c716a5c4-6ada-4886-b00b-e0bd26abfbcd","year":2021},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.762829Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:6d0144543b994c195f57bc467248234fda4cb97f73805adebf9e077d2d33a459","observation_id":"0142f77e-1557-437c-a9ba-ca82a92c3e57","resolution":{"observed_at":"2026-08-10T17:48:06.306756Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.335388Z","title":null,"venue":null,"work_id":"e605b988-fa91-4d50-b88f-354791516f0d","year":2015},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.754236Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:22aaffab271d1737f172797409e1ca32ac8290bcab029d5730b818fb987999bc","observation_id":"2125e26b-fd1e-45cb-8842-4665a86d1e4c","resolution":{"observed_at":"2026-08-10T17:48:06.340399Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.048889Z","title":null,"venue":null,"work_id":"48a7beb8-f377-45d2-b770-cc03c6e1647d","year":2023},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.773355Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:f8d939b67413c889908e036374080bbc86b5a2785a5ad3a4b04c2914bf24c5f6","observation_id":"ea5298de-e826-4eb7-a2ad-8d934640789c","resolution":{"observed_at":"2026-08-10T17:48:06.054813Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.020435Z","title":"Gomez, Lukasz Kaiser, and Illia Polosukhin","venue":null,"work_id":"cac1ce6d-61fd-4b95-b4ab-772043241f54","year":2017},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.779092Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:34bcb1474dc9d70a8b63f57323181d83fd24801a2c40c0a3a26cb04c4ddb9d46","observation_id":"260b1f37-d31c-447a-a048-ff3b4dbbaf14","resolution":{"observed_at":"2026-08-10T17:48:06.034454Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.274364Z","title":null,"venue":null,"work_id":"f436e4d4-03e2-4e9d-b6b3-bcdfcadbb231","year":2023},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.768495Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:c47b2f6c6d2c003363d8bad4ebae361f3174ff9adc5ce30b08fb4618df3ee3bc","observation_id":"80074111-222c-45d1-b889-7e3608ffbdb7","resolution":{"observed_at":"2026-08-10T17:48:06.284600Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.965790Z","title":null,"venue":null,"work_id":"281f2d95-85de-488e-9890-fa5828a81513","year":null},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.792217Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:53297eddab39ea96ed6259404b3d256ef155d668b56e45a2c32a6cb0be688b98","observation_id":"75491dd2-019e-4e45-b90b-10204337eacb","resolution":{"observed_at":"2026-08-10T17:48:05.972265Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.922658Z","title":null,"venue":null,"work_id":"9d3128b9-360e-47db-affa-98dcc2668cee","year":2022},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.803452Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:67f785df2c5a5d7c28ae01e11e451408678690e1067b76852420c22c1f2eb64c","observation_id":"d90c3067-a8de-422a-910a-6e739b140fcc","resolution":{"observed_at":"2026-08-10T17:48:05.929318Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.986666Z","title":null,"venue":null,"work_id":"291315d6-47cf-446c-8ee2-b5c8eba4734f","year":2018},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.784407Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:edb77371384966c0205dfc008e796dc57918045b0a37c1d139887a6ba12fcba5","observation_id":"997768bd-dcda-47f6-b227-f3b88adcdf8c","resolution":{"observed_at":"2026-08-10T17:48:05.992938Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.863466Z","title":null,"venue":null,"work_id":"cdb024b9-1600-4f59-a140-fc324636ceec","year":2023},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.812775Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:e6e51984059caa73efbcbcb7090d52aa65f4cf25f353968d6edc1c13f23dac17","observation_id":"78d32c2e-2a85-45ea-9a09-9de312e438fe","resolution":{"observed_at":"2026-08-10T17:48:05.872577Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.838045Z","title":null,"venue":null,"work_id":"7cfb98b6-e8ad-4d3d-9b09-0ac55542b80c","year":2024},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.817562Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:77a51ec3bd2ccfb122b0216b208f459d677f8e53e24655aa343b81c386edbe40","observation_id":"27353ebb-fa24-4c14-b468-84a7b9c44185","resolution":{"observed_at":"2026-08-10T17:48:05.844125Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.814049Z","title":null,"venue":null,"work_id":"720faac0-bda9-42c7-aabf-e63a55c798cc","year":2022},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.821060Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:2e94c4f2673363ca3fad09e317d0d53e63a8214814d3adc5c4d1fa09173b8e6f","observation_id":"ccd5c5b8-3f98-4fd6-93df-7e770c16c82c","resolution":{"observed_at":"2026-08-10T17:48:05.824616Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.888790Z","title":null,"venue":null,"work_id":"83af95ec-ba90-4b54-8aed-e15dd553e4a1","year":2024},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.808022Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:3a7cbe14f53c21724656cd0b38d549e17c245680d24c87a083fc8fa95e253103","observation_id":"1a144a70-924c-4f11-8984-d755a2f8d3f3","resolution":{"observed_at":"2026-08-10T17:48:05.895882Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:04.829300Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.829300Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:75925c4a45b3a5efc99cad2e2e58ef8b420c21357bd63e88c6feb41abf2af6dd","observation_id":"508f5c7e-ec87-481b-a666-e78c1a97e676","resolution":{"observed_at":"2026-08-10T17:48:04.829300Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.733583Z","title":null,"venue":null,"work_id":"51c87f91-3d43-4d4a-a996-43ab48eca71f","year":2023},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.837986Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:56d1aff25c81f2ae2975ee8f310c09579cf860cc29ac2f0f5be3a1951e5ca434","observation_id":"0a62a597-2451-4784-b794-874657736ea7","resolution":{"observed_at":"2026-08-10T17:48:05.740553Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.719082Z","title":null,"venue":null,"work_id":"fa68159c-59d6-4963-b258-d51308208c6f","year":2020},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.843046Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:d3bfc9815e5ba425604d5ba25ce1841fc821b4534921323ec33549b42f9e6af6","observation_id":"d219f57a-6e9e-4295-89e2-0ea18edbb99c","resolution":{"observed_at":"2026-08-10T17:48:05.723806Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.784286Z","title":null,"venue":null,"work_id":"4f7a6a53-0f7f-43d2-854e-86252f9cd07e","year":2023},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.824991Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:41e6391af62d2dd5d2553253a525acbd7a1347de079e0cf5c52a05b08cd25c4a","observation_id":"6e3fccb1-bcd6-401b-8ea0-1e16419facdc","resolution":{"observed_at":"2026-08-10T17:48:05.790913Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.678797Z","title":null,"venue":null,"work_id":"594e345c-cf86-4614-821c-be2772cc44c5","year":2023},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.855081Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:948ba1ccc9911cae2a6ba11a564315a7970e87f6eebc13097616ec03b4746aa2","observation_id":"83bca572-ad0b-4c0e-bf10-8a3f131341a0","resolution":{"observed_at":"2026-08-10T17:48:05.684426Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2405.15268","last_updated":"2024-06-05T07:49:33Z","snapshot_observed_at":"2026-08-07T12:32:16.876425Z","submitted_at":"2024-05-24T06:51:38Z","title":"ParamReL: Learning Parameter Space Representation via Progressively Encoding Bayesian Flow Networks","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.15268","snapshot_observed_at":"2026-08-10T17:48:04.859586Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.859586Z"},"links":{"cited_paper":"/paper/2405.15268","citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:5b188db56873c2fa495e91e3c02f4cadf8b02aba32770970609d513924a28316","observation_id":"d7bc78e6-1c13-4f99-8363-ac0645c27d18","resolution":{"observed_at":"2026-08-10T17:48:04.859586Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.651175Z","title":null,"venue":null,"work_id":"a2e30c1e-2b66-4900-ace8-67fcdd53a4a6","year":2023},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.865487Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:110e1015bc41a2df67f29f875e6be12403f415dc063ffb4358bb3d9a96cbf613","observation_id":"4951c6c2-8250-415d-9017-95110c099208","resolution":{"observed_at":"2026-08-10T17:48:05.655742Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:04.870812Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.870812Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:1b71f64f31cdf578a73c44062951d1c8802c5f10300cc40fe40241909a3a9da3","observation_id":"ca49fbb9-9e18-4640-9c7c-3735bb2960b1","resolution":{"observed_at":"2026-08-10T17:48:04.870812Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.701011Z","title":null,"venue":null,"work_id":"f3cec878-be11-4ccf-b6a2-3cf662548d3c","year":2019},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.849914Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:1e230878ee0c23822426fe50fef2d9c834db7a12fc53afb816aacf48c17d3c1b","observation_id":"57c56f41-46e8-412e-bedb-84ff68a4a615","resolution":{"observed_at":"2026-08-10T17:48:05.707505Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.554086Z","title":null,"venue":null,"work_id":"e60f2a84-620d-469d-b92c-bdbfad4fe71a","year":2023},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.888846Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:a79465909b37a32d2a2528616d20f8bfc2e9afaa7311384fe0056382cea1e734","observation_id":"2aea98a2-4daf-4299-9eae-9f73d222f067","resolution":{"observed_at":"2026-08-10T17:48:05.560409Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2309.15363","last_updated":"2025-04-12T04:52:46Z","snapshot_observed_at":"2026-07-06T16:24:10.053246Z","submitted_at":"2023-09-27T02:12:41Z","title":"LD4MRec: Simplifying and Powering Diffusion Model for Multimedia Recommendation","version":2},"cited_work":{"arxiv_id":"2309.15363","doi":null,"metadata_source":"pith","pith_arxiv_id":"2309.15363","snapshot_observed_at":"2026-08-10T17:48:05.102285Z","title":"LD4MRec: Simplifying and Powering Diffusion Model for Multimedia Recommendation","venue":"cs.IR","work_id":"720daec9-f56f-4a62-9ebb-0d25df8f57b8","year":2023},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.896647Z"},"links":{"cited_paper":"/paper/2309.15363","citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:1a25528d94688ab4bc80e7f28f1d5fe3026444d3d0aa433a68f1a9f2c93f3a94","observation_id":"effff7ad-1a48-43a5-a484-2467a6bef7db","resolution":{"observed_at":"2026-08-10T17:48:05.113704Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.534033Z","title":null,"venue":null,"work_id":"a9fd0fb2-0ea2-4a72-afd7-a8b318862ad0","year":2022},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.905712Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:e5e791cf3d10150473efe873a2ec72e97f0ad6f35b3e4c1a6b4b235284a1cc4c","observation_id":"065d218c-f4ac-47da-b90f-9a4ba47315fd","resolution":{"observed_at":"2026-08-10T17:48:05.541752Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:04.910337Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.910337Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:07953e28da38adc7f26e86f3b719c0e94c0473e8ee6e04b6b74591fe1a38b955","observation_id":"cd979d05-f599-4d28-9a58-5c82d25ae2af","resolution":{"observed_at":"2026-08-10T17:48:04.910337Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.474053Z","title":null,"venue":null,"work_id":"bdc3e880-8244-4ff6-bc62-b89e7d346065","year":2024},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.923467Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:bc5b50d3109be34861ab0d4fe6d29afdf0876764ed7e3a32ba7749ab5a6deca9","observation_id":"02617b8c-af4d-4b52-b26f-34c39f7e69c0","resolution":{"observed_at":"2026-08-10T17:48:05.478961Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.574600Z","title":null,"venue":null,"work_id":"c611ab76-f7bb-47f0-8df9-cbf5194f32d3","year":2024},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.882871Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:f101635c8aa57529b813b944ba056ddbf0ac85a353d59ede1a7d955338a8ac0d","observation_id":"68aa7faa-377d-405e-8ece-f16629bedefb","resolution":{"observed_at":"2026-08-10T17:48:05.581083Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.454801Z","title":null,"venue":null,"work_id":"b1a579e6-f178-4ff9-b4a6-a8a773804057","year":2023},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.945351Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:29081e82ed14006cf56bc3aa3d20c2d06092d34f647aef61ccf18a13f4272b91","observation_id":"a295b0ea-14c2-49c0-a466-c4447659b783","resolution":{"observed_at":"2026-08-10T17:48:05.461064Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.420331Z","title":null,"venue":null,"work_id":"7905ed18-ac60-40ad-a619-f9f35711172a","year":2023},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.951599Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:ef31415a938a0cb4449e3fa2e28472adfaaaa9ac4e5ff4dd3a5a7c08c742b822","observation_id":"9def4f67-fa4e-46fe-a927-5567ce4f46b0","resolution":{"observed_at":"2026-08-10T17:48:05.424983Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.402776Z","title":null,"venue":null,"work_id":"1f326edf-de15-4a0b-a1d7-a09baac10ede","year":2023},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.955934Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:03238fde25d61b56d9b88a6f69fc95d4fe7f341de90b24d24be4306d0f87165f","observation_id":"0e684b8d-8998-49e3-aed6-db2bb42b21c3","resolution":{"observed_at":"2026-08-10T17:48:05.408443Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.383274Z","title":null,"venue":null,"work_id":"81faf249-f43e-44ac-b6ce-81c357e3602c","year":2023},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.961703Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:420dcd5f5d6ae25bbbb847e79d4c050a6742896c3b7dd86f168162ad47f714f4","observation_id":"b1b2fb88-1027-454b-8a17-a6f510a3bcc2","resolution":{"observed_at":"2026-08-10T17:48:05.388795Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.493781Z","title":"In Proceedings of the ACM Multimedia Conference","venue":null,"work_id":"63349581-24a5-44bd-a1fd-0a89bbf574e2","year":null},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.915304Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:4697ff7b53cbd62fc298b74f0acee4c95e44f9269568c37e01de70febe9b550b","observation_id":"06a75567-4f9a-432b-8bb8-3dfe0c49f11d","resolution":{"observed_at":"2026-08-10T17:48:05.505304Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2302.04473","last_updated":"2023-02-09T07:32:36Z","snapshot_observed_at":"2026-08-07T09:06:13.591725Z","submitted_at":"2023-02-09T07:32:36Z","title":"A Comprehensive Survey on Multimodal Recommender Systems: Taxonomy, Evaluation, and Future Directions","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2302.04473","snapshot_observed_at":"2026-08-10T17:48:04.937723Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.937723Z"},"links":{"cited_paper":"/paper/2302.04473","citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:33951de83943ab86aaf8e1e754e1551492f782b817f50727cfdb3a8df9453d79","observation_id":"1aab76a5-ecb8-4e93-9a2c-22aeb0edabe5","resolution":{"observed_at":"2026-08-10T17:48:04.937723Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.365269Z","title":"We set the number of layers to 3 and the weight decay to 10−4","venue":null,"work_id":"601a0193-0bf5-41e2-be1f-14fd0f2fa49e","year":null},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":73,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.969715Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:8c8da7bc691bfae89aae99fbd4eedf41a33cd49f62d73593c495c8796652892c","observation_id":"96dd5024-3b22-45de-8b77-0fdac4af6304","resolution":{"observed_at":"2026-08-10T17:48:05.370015Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.349101Z","title":"We set the numbers of GCN layers for the user-item graph and the item-item graph, respectively, to 2 and 1","venue":null,"work_id":"3c629a94-d96a-4851-9f5a-863487d4365f","year":null},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":74,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.975000Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:08d6c9aed53aa2c6abf044b988582ab344e1a76669c007f3d0025be56a7f5d38","observation_id":"1416af7c-07ad-49e7-893b-4ab49e10859e","resolution":{"observed_at":"2026-08-10T17:48:05.354243Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.317748Z","title":"The learning rate is set to 0.0005 and the debiasing strength is set to 0.5","venue":null,"work_id":"7bd4e7f8-cc1f-440e-a6b7-b748cbb7a909","year":null},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":75,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.980846Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:c29a169d8fe923a9059c020956d4fbd85070f95f139a29bac4bca7882b5b6325","observation_id":"8f0ac2b0-55c5-4d0f-8559-85e53e836c22","resolution":{"observed_at":"2026-08-10T17:48:05.325822Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.292118Z","title":"The learning rate is set to 10−4","venue":null,"work_id":"0039353e-83cc-4a16-9b19-5c8b4d7a4cf0","year":2017},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":76,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.987941Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:5e950656c7d9ef7be389368c5e89324287b26ca48f623924ef7fd4dc57e1dbdf","observation_id":"6dc3b155-069d-42e3-a815-813d435d6da7","resolution":{"observed_at":"2026-08-10T17:48:05.298267Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:06.351726Z","title":"InProceedings of the Conference on Uncertainty in Artificial Intelligence","venue":null,"work_id":"cbaffc60-bc81-4713-9286-e44815bf7ecf","year":null},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":2009,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.748543Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:d48a1aabb4bc5ceb9f4e5878d4991092f10e8be6441b4ad6a68ef5aadfd84c1e","observation_id":"202af5f4-c8d0-4007-83d0-843864290d7f","resolution":{"observed_at":"2026-08-10T17:48:06.356930Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.942869Z","title":"In Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval","venue":null,"work_id":"83f7ad53-df11-4950-96c4-6ce8ed4a7821","year":null},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":2019,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.797689Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:bb7bf4fbd83e82772254980307f190887245f3aa7cb1c4613b029b06943405d8","observation_id":"8c4bbcb3-8e28-4a75-91d0-0c3de76a62ac","resolution":{"observed_at":"2026-08-10T17:48:05.949109Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.753233Z","title":"In Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining","venue":null,"work_id":"9fd25470-45f6-4ae8-9fde-9e2e598085f6","year":null},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":2021,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.833700Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:1e2299be0b503ba2f5fa1fe6c6924716d2ce520b15b871cd187630ef67fdb9fc","observation_id":"e213c558-3e2c-41b8-8d17-e5e0b827423d","resolution":{"observed_at":"2026-08-10T17:48:05.759495Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:48:05.603425Z","title":"In Proceedings of the ACM Web Conference","venue":null,"work_id":"70aa53af-8cf1-4e18-87e5-d294b1f0b550","year":null},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.877255Z"},"links":{"citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:54f7d5c3b3b6c9f182a4080b6dce3310710913a906319be8fac9e28282aa66c0","observation_id":"384b5c88-3782-4ea3-a13d-f0e0eb03577f","resolution":{"observed_at":"2026-08-10T17:48:05.610682Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2406.11781","last_updated":"2024-06-17T17:35:54Z","snapshot_observed_at":"2026-07-06T18:32:23.999019Z","submitted_at":"2024-06-17T17:35:54Z","title":"DiffMM: Multi-Modal Diffusion Model for Recommendation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.11781","snapshot_observed_at":"2026-08-10T17:48:04.628285Z","title":"CoRR abs/2406.11781 (2024)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations","version":4},"reference_index":2024,"source":"pdf_text","source_observed_at":"2026-08-10T17:48:04.628285Z"},"links":{"cited_paper":"/paper/2406.11781","citing_paper":"/paper/2501.11916"},"observation_digest":"sha256:7931f1f9202f393f194839a5e1338466e2c1a22fa386a13b8ec16e93e26cdc8b","observation_id":"8c369a67-72f5-469a-bf9c-f911fabcff1d","resolution":{"observed_at":"2026-08-10T17:48:04.628285Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2501.11916","last_updated":"2025-02-22T06:40:08Z","latest_version":4,"primary_category":"cs.IR","snapshot_observed_at":"2026-08-10T17:40:43.923951Z","submitted_at":"2025-01-21T06:43:16Z","title":"Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations"},"reference_resolution":{"displayed":76,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":61,"verified_exact":2,"verified_fuzzy":13},"total_outbound_references":76},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"thesis":"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."}