{"as_of":"2026-08-15T07:11:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:7fc8b1ce81c4bda298b3beae9e4084ac83b62ac20844bdcbc7645fadeb9e85eb","coverage":[{"denominator":43,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":43,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-11T14:41:33.624569Z","state":"measured"},{"denominator":43,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":43,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-15T06:32:42.880941+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/2412.11747/citation-record","integrity":"/paper/2412.11747/integrity","json":"/paper/2412.11747/citation-record.json","paper":"/paper/2412.11747"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T14:41:33.409104Z","title":", \" * write output.state after.block = add.period write newline","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.409104Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:e2492f6909dc1b77b7a62f96fdc5f57bc6a36ba8988a3f0c6a6147f624c7849e","observation_id":"8c0af5ac-9fa6-484a-b286-56b3147eeabb","resolution":{"observed_at":"2026-08-11T14:41:33.409104Z","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":"2026-08-11T14:41:33.415207Z","title":"write newline","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.415207Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:92bc5659ed946cc65cace05743bffb87ed1e74f21d838d8bf7b12e8f51e37922","observation_id":"020207f9-beb2-48af-b95b-6d7775084f1f","resolution":{"observed_at":"2026-08-11T14:41:33.415207Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1607.06450","last_updated":"2016-07-21T19:57:52Z","snapshot_observed_at":"2026-08-15T04:53:45.483331Z","submitted_at":"2016-07-21T19:57:52Z","title":"Layer Normalization","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1607.06450","snapshot_observed_at":"2026-08-11T14:41:33.420847Z","title":"L.; Kiros, J","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.420847Z"},"links":{"cited_paper":"/paper/1607.06450","citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:2444f387a934ffe3b27d53e371518d89207d8839f33f178fdbf2743edd58756e","observation_id":"d350a9a0-754c-4ea7-86e0-39be6462beed","resolution":{"observed_at":"2026-08-11T14:41:33.420847Z","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":"2026-08-11T14:41:33.426611Z","title":"I.; Baratin, A.; Rajeshwar, S.; Ozair, S.; Bengio, Y.; Courville, A.; and Hjelm, D","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.426611Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:92f58c7e43f939e0d8374416ceb05b65d1884b059afc1eec8097173b3c7d9bb7","observation_id":"22c0b832-713d-41bc-8f8a-9dbdb2bc1e50","resolution":{"observed_at":"2026-08-11T14:41:33.426611Z","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":"2026-08-11T14:41:34.383694Z","title":null,"venue":null,"work_id":"ce5b2731-9b41-4de6-9c57-d859b73061e9","year":2020},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.432073Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:fb11744123604e04d6ecea2e1b0469df665f83d1a3bbbd83f5f9128973bafcee","observation_id":"3a53b31b-21a9-431b-adeb-935cb8d2369f","resolution":{"observed_at":"2026-08-11T14:41:34.388522Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-11T14:41:34.368414Z","title":null,"venue":null,"work_id":"4a4cba51-1491-4923-b6f3-354baa2d9975","year":2019},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.437394Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:732ff214b209d8c647d3144ae4c32bf758b12ad3e8dd1807bb9622e99ce59619","observation_id":"7ecb5aac-d4aa-40ba-b9b5-508625bfb379","resolution":{"observed_at":"2026-08-11T14:41:34.373157Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-11T14:41:34.353298Z","title":null,"venue":null,"work_id":"efc6755e-aa7a-4558-90d9-46cb0b557e73","year":2022},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.442436Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:5e314b2a20425ab4ba6e64b4503c903ae5fc8f2377ec6b22efe06045f03004ab","observation_id":"1b0c8f52-1409-423f-913f-a7b6faa9d743","resolution":{"observed_at":"2026-08-11T14:41:34.358544Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-11T14:41:34.338034Z","title":null,"venue":null,"work_id":"8ab711f5-2a1c-4086-a74c-0c27605ff5d2","year":2024},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.447573Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:98590b1b682ec4dd77141fe655bce007c82440328d5d288e0626330fd505b741","observation_id":"148fe1ec-76b2-4b50-875c-8f4a568414da","resolution":{"observed_at":"2026-08-11T14:41:34.343399Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-11T14:41:33.453150Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.453150Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:be5e7c78a2e7735cecd08593c6261b86b53521ef72e0450e99d53600b7c33f93","observation_id":"7dd427f8-a6b5-435f-8fc5-be7f430ad2b7","resolution":{"observed_at":"2026-08-11T14:41:33.453150Z","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":"2026-08-11T14:41:33.458435Z","title":null,"venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.458435Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:c427ed8445f91835cde169a4abfb65aaa6cb4fbc05c4780d90bdcbef6c5f811f","observation_id":"c76ecf70-56e2-4849-9aee-63e97c5ab34d","resolution":{"observed_at":"2026-08-11T14:41:33.458435Z","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":"2026-08-11T14:41:34.304204Z","title":null,"venue":null,"work_id":"0c548c97-2f89-4de8-9b7e-f4c9daa5f14d","year":2016},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.463355Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:ed7db8abc7283a5b375435aedafddcba14eddca9f6f0d64d01e2801a6db0da8e","observation_id":"95289957-7ffc-4f0f-9127-4248526c29e2","resolution":{"observed_at":"2026-08-11T14:41:34.309037Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-11T14:41:34.288897Z","title":null,"venue":null,"work_id":"a2137085-2d30-46f3-b87c-82f90b98b348","year":2016},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.468133Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:d0e634e4e07530204072d7d5c9cda2c8037681960294ba7f3b40e69eca3bc8bd","observation_id":"d86d42a0-5698-4e53-8c53-9414a6248334","resolution":{"observed_at":"2026-08-11T14:41:34.293637Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-11T14:41:33.473578Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.473578Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:a581d9668991dcf2e6cc503ff0678a40cd94f6f6a5d1782992edbefc3239e990","observation_id":"931b5ecd-6d69-46eb-b2a2-77643f74951b","resolution":{"observed_at":"2026-08-11T14:41:33.473578Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2106.04051","last_updated":"2021-06-08T02:07:21Z","snapshot_observed_at":"2026-08-13T19:08:10.015332Z","submitted_at":"2021-06-08T02:07:21Z","title":"Graph-MLP: Node Classification without Message Passing in Graph","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2106.04051","snapshot_observed_at":"2026-08-11T14:41:33.478648Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.478648Z"},"links":{"cited_paper":"/paper/2106.04051","citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:b3fd07e35cf5f68843a31c75660072dcacd22f64a847ecf0b2227d7358bcb45f","observation_id":"f24a065c-f62f-41b5-af57-ba6f308d8360","resolution":{"observed_at":"2026-08-11T14:41:33.478648Z","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":"2026-08-11T14:41:33.484056Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.484056Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:77d7ad09cf6cae537c68db9ef9c6d8b845506b20bdaa3d60f65ef1b4b2c6f5d9","observation_id":"acfb6f3c-b2c5-434a-90e6-1538476f042d","resolution":{"observed_at":"2026-08-11T14:41:33.484056Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2010.13993","last_updated":"2020-11-02T19:42:34Z","snapshot_observed_at":"2026-08-13T09:50:17.403129Z","submitted_at":"2020-10-27T02:10:52Z","title":"Combining Label Propagation and Simple Models Out-performs Graph Neural Networks","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2010.13993","snapshot_observed_at":"2026-08-11T14:41:33.489045Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.489045Z"},"links":{"cited_paper":"/paper/2010.13993","citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:38c8f80b4228aee78175140ff7e8ff3d5c5bf76fdbf84a9040cd1ad9e0053ec3","observation_id":"c450c066-f783-4412-a99c-ce8dff6827ca","resolution":{"observed_at":"2026-08-11T14:41:33.489045Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2001.08361","last_updated":"2020-01-23T03:59:20Z","snapshot_observed_at":"2026-08-13T17:41:53.092611Z","submitted_at":"2020-01-23T03:59:20Z","title":"Scaling Laws for Neural Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2001.08361","snapshot_observed_at":"2026-08-11T14:41:33.494411Z","title":"B.; Chess, B.; Child, R.; Gray, S.; Radford, A.; Wu, J.; and Amodei, D","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.494411Z"},"links":{"cited_paper":"/paper/2001.08361","citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:d048565ac9b1dbaf90936a7ceb6e2aa48690d3ef2965ce7221245eccd102e0af","observation_id":"d9cccb62-5af1-436a-ae40-653507e6c373","resolution":{"observed_at":"2026-08-11T14:41:33.494411Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2306.05817","last_updated":"2024-07-09T13:17:52Z","snapshot_observed_at":"2026-08-15T04:11:18.735291Z","submitted_at":"2023-06-09T11:31:50Z","title":"How Can Recommender Systems Benefit from Large Language Models: A Survey","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2306.05817","snapshot_observed_at":"2026-08-11T14:41:33.499974Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.499974Z"},"links":{"cited_paper":"/paper/2306.05817","citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:fab7219faa9f8092a53ab8d6dcc416b5509f95329ac72c6d638849e63b9edb06","observation_id":"c1a9f347-8a8b-4f5a-a22a-fca6c247dd10","resolution":{"observed_at":"2026-08-11T14:41:33.499974Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2403.03900","last_updated":"2024-06-29T14:07:20Z","snapshot_observed_at":"2026-08-13T04:02:02.531328Z","submitted_at":"2024-03-06T18:00:15Z","title":"Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.03900","snapshot_observed_at":"2026-08-11T14:41:33.505689Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.505689Z"},"links":{"cited_paper":"/paper/2403.03900","citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:464e4767819adf59343d04c9a55413839809b51bbc73adf8d0dcd1750c9947d1","observation_id":"45db7d7d-df41-48de-b555-86a17e1136b9","resolution":{"observed_at":"2026-08-11T14:41:33.505689Z","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":"2026-08-11T14:41:34.264094Z","title":null,"venue":null,"work_id":"6ab6a349-7931-47ce-ac7e-e602dfaad91c","year":2017},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.510966Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:68cd6ede030c4bd94a3223dee30fe6b5149cb3ce00326f0c8e7ff8d631bb2468","observation_id":"29e08666-006e-4a0e-94af-ed5f9944b07d","resolution":{"observed_at":"2026-08-11T14:41:34.268812Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-11T14:41:34.249104Z","title":null,"venue":null,"work_id":"5ef34e03-101f-471d-8124-f340206d7dd7","year":2015},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.515920Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:8fa22da20398d9883a5440c741ea1d4ef47009c039485d0aeaf10ecb0b1193ea","observation_id":"c618fe48-c1ed-49bc-a212-f40ac486e0ef","resolution":{"observed_at":"2026-08-11T14:41:34.253810Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-11T14:41:34.232481Z","title":null,"venue":null,"work_id":"a944da88-3fc4-46d0-a3be-2bc2daafbf7a","year":2017},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.520674Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:f6adf986d6d2a59cb854987fb8e814a49cf42ce0ee21f22a4c8088e2bec52590","observation_id":"bf27f63d-67d8-42a7-ad83-b80aaf467b8b","resolution":{"observed_at":"2026-08-11T14:41:34.238410Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1205.2618","last_updated":"2012-05-09T18:25:09Z","snapshot_observed_at":"2026-08-15T03:23:25.220336Z","submitted_at":"2012-05-09T18:25:09Z","title":"BPR: Bayesian Personalized Ranking from Implicit Feedback","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1205.2618","snapshot_observed_at":"2026-08-11T14:41:33.525560Z","title":null,"venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.525560Z"},"links":{"cited_paper":"/paper/1205.2618","citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:f998fac154585a09e59f35686d159c8d9a2a13d5f2afb382531d161a750059fc","observation_id":"50c5d251-b7cd-461a-917e-2cc585d12b24","resolution":{"observed_at":"2026-08-11T14:41:33.525560Z","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":"2026-08-11T14:41:34.215750Z","title":"S.; Rosenfeld, A.; Belinkov, Y.; and Shavit, N","venue":null,"work_id":"9e08a354-9a04-4a55-a373-449bbb2c8b90","year":2019},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.530868Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:fcaef60f40da5448e42867a5afcc17aac405f23d7919512eda128fe2f451c91d","observation_id":"7137381d-267e-4b64-89c5-fe1be7bf766a","resolution":{"observed_at":"2026-08-11T14:41:34.220811Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2303.10993","last_updated":"2023-03-20T10:21:29Z","snapshot_observed_at":"2026-08-13T12:20:52.753435Z","submitted_at":"2023-03-20T10:21:29Z","title":"A Survey on Oversmoothing in Graph Neural Networks","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.10993","snapshot_observed_at":"2026-08-11T14:41:33.535800Z","title":"K.; Bronstein, M","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.535800Z"},"links":{"cited_paper":"/paper/2303.10993","citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:578a5dfc8495dc9604b4f859c27abe7f6cc81ccab3e0580710b65c6c4d965938","observation_id":"17e35dfe-e1bb-480a-ab04-e10f831de987","resolution":{"observed_at":"2026-08-11T14:41:33.535800Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1409.1556","last_updated":"2015-04-10T16:25:04Z","snapshot_observed_at":"2026-08-14T23:20:42.336514Z","submitted_at":"2014-09-04T19:48:04Z","title":"Very Deep Convolutional Networks for Large-Scale Image Recognition","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1409.1556","snapshot_observed_at":"2026-08-11T14:41:33.541255Z","title":null,"venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.541255Z"},"links":{"cited_paper":"/paper/1409.1556","citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:fbf00cfbb5b6d39026cd6631cce636090bdabf52cea918ce2fb36216cbf2e63f","observation_id":"f857680d-0a08-47ff-979b-49c55a2e5dad","resolution":{"observed_at":"2026-08-11T14:41:33.541255Z","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":"2026-08-11T14:41:34.201227Z","title":null,"venue":null,"work_id":"e89c012c-358a-4069-9976-762c1ab4000f","year":2009},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.546497Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:0bc8510c0f7ae61e6faa42a4bb8e8550d4d5af8431c946eb1722381fbb246148","observation_id":"e3296df3-9648-415e-b2f3-811ab8b2ab9d","resolution":{"observed_at":"2026-08-11T14:41:34.205811Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-11T14:41:34.185513Z","title":null,"venue":null,"work_id":"24101696-6515-469f-80eb-29a4ac47b2f2","year":2022},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.551647Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:79f628fc870f8bcd84747cfa031627ad05050667ce75667f6aea5c6058475cdf","observation_id":"479e7bbe-bda3-4313-8e9c-fdcb3a8ae054","resolution":{"observed_at":"2026-08-11T14:41:34.190077Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-11T14:41:34.170508Z","title":null,"venue":null,"work_id":"c88399ce-7bb5-4c59-b97d-f5f18085b15c","year":2022},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.556717Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:fd03a24f51a93742d0438798ef9fcc93501bbaee2c650f5f570ffa7507d13e6e","observation_id":"ab3f7cc5-e837-4351-bc32-873f253a9a0d","resolution":{"observed_at":"2026-08-11T14:41:34.175241Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-11T14:41:34.155394Z","title":null,"venue":null,"work_id":"786fc29f-530e-4940-a648-6dfd69cb5879","year":2021},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.561489Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:5d73571794c31c93347bab7df158128c4bc4695f5629419e32ca715df0cf1f63","observation_id":"24282e0d-65fa-424b-ae6f-125aac9d9740","resolution":{"observed_at":"2026-08-11T14:41:34.160343Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-11T14:41:33.566104Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.566104Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:1241d05dbea183783555128e38e75d0b6d9242345c673a38ae468cb9ee73e248","observation_id":"ee531266-83d7-41ba-a6f5-2f655f3bbcdf","resolution":{"observed_at":"2026-08-11T14:41:33.566104Z","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":"2026-08-11T14:41:34.129553Z","title":null,"venue":null,"work_id":"0100d8cc-5ac0-4c39-b9a1-2c5d7cbd6e91","year":2020},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.570672Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:983206baf55b674cefd9c03e4cd0fea1ee86bc38cb7398feac16d0c623a08c7a","observation_id":"69155c30-2b52-4a7c-92da-75451afd478d","resolution":{"observed_at":"2026-08-11T14:41:34.134502Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-11T14:41:34.114224Z","title":null,"venue":null,"work_id":"bbe97220-cf39-475a-ada5-361504a4e2c4","year":2019},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.575481Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:67e8436d12afd1a06e207c79a79d518516741e3e80da1e75ce3580e828212b5a","observation_id":"7790398c-0bee-439f-ad18-7cbbab03c3c8","resolution":{"observed_at":"2026-08-11T14:41:34.119326Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-11T14:41:34.097670Z","title":null,"venue":null,"work_id":"08711fb7-b919-4886-86fd-a2dc54fe7fb8","year":2018},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.580450Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:d3a90334d783cb7b4811d108b2539c5321e4825518cc55608afdec63d86869fe","observation_id":"978f7bea-7ee9-4ec2-a948-48ac7a504cd4","resolution":{"observed_at":"2026-08-11T14:41:34.103001Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-11T14:41:34.081125Z","title":null,"venue":null,"work_id":"16646849-fe6c-4294-9d9a-73c42a685f3b","year":2024},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.585187Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:7c7c363ed77288bb4f729f8ea89c2f157da4e3ba6a8a9bd5ab1a3ee03817a4ed","observation_id":"17701540-0f52-4be8-913f-d83a877765da","resolution":{"observed_at":"2026-08-11T14:41:34.086147Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2212.09034","last_updated":"2023-08-04T05:08:44Z","snapshot_observed_at":"2026-08-13T13:19:30.353475Z","submitted_at":"2022-12-18T08:17:32Z","title":"Graph Neural Networks are Inherently Good Generalizers: Insights by Bridging GNNs and MLPs","version":4},"cited_work":{"arxiv_id":"2212.09034","doi":null,"metadata_source":"pith","pith_arxiv_id":"2212.09034","snapshot_observed_at":"2026-08-11T14:41:33.715652Z","title":"Graph Neural Networks are Inherently Good Generalizers: Insights by Bridging GNNs and MLPs","venue":"cs.LG","work_id":"c6857d52-b2ad-40ce-923e-fe414d5776c4","year":2022},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.589993Z"},"links":{"cited_paper":"/paper/2212.09034","citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:4fed4ed31a7130a924c2958d94b797c63c9ead0ab70feafcb6f617639f5bb3f0","observation_id":"d317f985-0466-439f-94df-4c6971192e4a","resolution":{"observed_at":"2026-08-11T14:41:33.721346Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-11T14:41:34.065973Z","title":null,"venue":null,"work_id":"b9e2b661-e686-4264-9961-f5e31d4f6c58","year":2023},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.595097Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:dac4cf92f9960b77e58d2eafb6e9ffcea0f786aea06fc7dee576b1bc34828176","observation_id":"1a79963e-bde3-44a3-89b4-ae4276c7a48f","resolution":{"observed_at":"2026-08-11T14:41:34.070625Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2302.00109","last_updated":"2023-01-31T21:20:48Z","snapshot_observed_at":"2026-08-13T12:53:54.522562Z","submitted_at":"2023-01-31T21:20:48Z","title":"OrthoReg: Improving Graph-regularized MLPs via Orthogonality Regularization","version":1},"cited_work":{"arxiv_id":"2302.00109","doi":null,"metadata_source":"pith","pith_arxiv_id":"2302.00109","snapshot_observed_at":"2026-08-11T14:41:33.691335Z","title":"OrthoReg: Improving Graph-regularized MLPs via Orthogonality Regularization","venue":"cs.LG","work_id":"e85c3a01-fba5-4f17-9d12-c6916fdacca9","year":2023},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":38,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.600120Z"},"links":{"cited_paper":"/paper/2302.00109","citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:885353c98d1ed30d04b5f9553f01446249fdf2dd0c30715a62edbd67ac8fb95b","observation_id":"35656144-7471-479f-813c-c3a7b8553cf0","resolution":{"observed_at":"2026-08-11T14:41:33.698711Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-11T14:41:34.051040Z","title":null,"venue":null,"work_id":"e376b504-7c3d-4881-841a-5fc38a8b8f2d","year":2021},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":39,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.605368Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:7b7986f5720a2b13e73c4ed44c8b9cb1ab6b7c070cba8ea4b67cfc09d9e957d4","observation_id":"99bd4f40-1c71-45fd-a1ec-0766477dd93b","resolution":{"observed_at":"2026-08-11T14:41:34.055959Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2110.08727","last_updated":"2022-03-23T16:28:06Z","snapshot_observed_at":"2026-08-13T17:51:51.404836Z","submitted_at":"2021-10-17T05:16:58Z","title":"Graph-less Neural Networks: Teaching Old MLPs New Tricks via Distillation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2110.08727","snapshot_observed_at":"2026-08-11T14:41:33.609943Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":40,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.609943Z"},"links":{"cited_paper":"/paper/2110.08727","citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:1f0ec42deb0bf6f797bee3edfb0842af1b4e4c00217c4cead3b0312f4e9883ed","observation_id":"bcaa4136-db2b-458a-8776-f69e407cee61","resolution":{"observed_at":"2026-08-11T14:41:33.609943Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2302.03497","last_updated":"2024-02-08T08:59:34Z","snapshot_observed_at":"2026-08-13T12:53:04.975805Z","submitted_at":"2023-02-02T02:59:00Z","title":"MMRec: Simplifying Multimodal Recommendation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2302.03497","snapshot_observed_at":"2026-08-11T14:41:33.614763Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":41,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.614763Z"},"links":{"cited_paper":"/paper/2302.03497","citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:8ce67cabee46a9266d5385ec202e041e68c35f246b7ffb372fd961a33d081af1","observation_id":"4dd5de4d-55f0-48bb-97fc-c2c726d5e54d","resolution":{"observed_at":"2026-08-11T14:41:33.614763Z","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":"2026-08-11T14:41:34.035430Z","title":null,"venue":null,"work_id":"2592218c-8393-4180-8b23-9cc76ec8b4af","year":2023},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":42,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.619976Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:57be02d21b1938d48dce3f69f5dc57239f898e7fd90872cd27f4e3daf4ca83f9","observation_id":"3d49d005-b5be-4948-91e7-8ef6d27d3b8e","resolution":{"observed_at":"2026-08-11T14:41:34.040586Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-11T14:41:34.018408Z","title":null,"venue":null,"work_id":"497c4be1-6b12-4b1b-b0d2-e6a1035d7b7e","year":2023},"citing_paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs","version":1},"reference_index":43,"source":"arxiv_source","source_observed_at":"2026-08-11T14:41:33.624569Z"},"links":{"citing_paper":"/paper/2412.11747"},"observation_digest":"sha256:564d5351f0785c6544aa7fbf1dcf2f7d6d53331fbba52f78c3e2a9dc4478c3f3","observation_id":"7d421774-370a-41e7-869c-e12b46d2650a","resolution":{"observed_at":"2026-08-11T14:41:34.023752Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2412.11747","last_updated":"2024-12-16T13:05:13Z","latest_version":1,"primary_category":"cs.IR","snapshot_observed_at":"2026-08-15T04:11:38.810918Z","submitted_at":"2024-12-16T13:05:13Z","title":"Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs"},"reference_resolution":{"displayed":43,"state_counts":{"malformed_identifier":0,"metadata_mismatch":1,"parse_uncertain":0,"unresolved":40,"verified_exact":1,"verified_fuzzy":1},"total_outbound_references":43},"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":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"thesis":"As of 15 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2412.11747."}