{"as_of":"2026-08-05T20:43:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:a4b634c90e2272881853d3dd8fe980ed0d02e11171004aed6828a29c989619c2","coverage":[{"denominator":31,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":31,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-10T15:12:51.552471Z","state":"measured"},{"denominator":32,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":32,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-05T06:32:48.257954+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-04T00:56:27.906240Z","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":[{"citation":{"cited_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2604.10372","snapshot_observed_at":"2026-08-04T00:56:27.906240Z","title":"LLM-enabled antenna partitioning and beamforming optimization for segmented pinching,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.00255","last_updated":"2026-07-31T19:52:21Z","snapshot_observed_at":"2026-08-05T20:38:44.916966Z","submitted_at":"2026-07-31T19:52:21Z","title":"Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-04T00:56:27.906240Z"},"links":{"cited_paper":"/paper/2604.10372","citing_paper":"/paper/2608.00255"},"observation_digest":"sha256:3ef312cba38969d5fa05a8d45f6f202a917061fc626b8cb3c35a23ecf8b83ccd","observation_id":"10f5c09c-e847-4ae3-a218-19d6c76d5824","resolution":{"observed_at":"2026-08-04T00:56:27.906240Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2604.10372/citation-record","integrity":"/paper/2604.10372/integrity","json":"/paper/2604.10372/citation-record.json","paper":"/paper/2604.10372"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-10T00:56:41.693842Z","title":"Integrated sensing and communications: Toward dual-func tional wire- less networks for 6G and beyond","venue":null,"work_id":"8b6d441c-a04b-4e7a-9ade-32f32eadf48f","year":2022},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:7d7e66158b1efbcacf2bae41efe4bf157675cc6e73d5677ef342bcf62b80cea3","observation_id":"16a18054-f0aa-41af-ab07-f7f865c77092","resolution":{"observed_at":"2026-05-18T06:05:59.090673Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"MARL-based UA V traj ectory and beamforming optimization for ISAC system","venue":null,"work_id":"37fcfc28-f3ca-4a70-9780-61cd6ecc263a","year":2024},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:b2572111a28706602780bffa0fed263dabcf2c7a0a3709be59ee031e3f095645","observation_id":"670d658a-da71-4043-a931-7870f11a4fe0","resolution":{"observed_at":"2026-05-18T06:05:59.113693Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Mult i- beam object-localization for millimeter-wave ISAC-aided connected autonomous vehicles","venue":null,"work_id":"77a2012c-cd89-4f24-8f8e-9f9114cd98b3","year":2025},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:9a219affe320c6a7c812c515f04854f42fa4b5cea7427358d671b2b14350ee2e","observation_id":"511e86a7-5720-49ea-9d4d-29da57b04dfa","resolution":{"observed_at":"2026-05-18T06:05:59.035131Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Integrated sensin g and communications (ISAC) for vehicular communication networ ks (VCN)","venue":null,"work_id":"eeb692d0-c09d-4751-9306-9407174e2b75","year":2022},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:ef4b5bf56cc9e496be05879a3f60768b0b8b3b342f34b77699bea9fc9dd0f8e3","observation_id":"fdfc2d31-ed8c-4834-a021-d593751da3ad","resolution":{"observed_at":"2026-05-18T06:05:59.102344Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"DOA estimat ion-oriented joint array partitioning and beamforming designs for ISAC s ystems","venue":null,"work_id":"1d028652-4317-46a2-b325-6ce4277d2875","year":2052},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:26620cbac88d8329ba3dbead646d60e195ece699542f88f75605f83166586963","observation_id":"26c11df6-fd9c-4350-a546-ab00b3345338","resolution":{"observed_at":"2026-05-18T06:05:59.110066Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Intelligent reﬂecting surface enhan ced wireless network via joint active and passive beamforming","venue":null,"work_id":"cbc9d2e1-cd8d-4b1e-a1c7-b337f9f67a40","year":2019},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:9d93ba3b47e6c08db41cfceebcca870765536199d121ab0e7b3225c759cc79f1","observation_id":"27e2e0a3-9839-4930-8607-603df6043224","resolution":{"observed_at":"2026-05-18T06:05:59.060890Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Modeling and performance ana lysis for movable antenna enabled wireless communications","venue":null,"work_id":"dac37258-5679-46e8-a0a3-ce3ac966c8e7","year":2024},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:1b4e4fe4577a78dfc5e06949bc7dfaf30a97047b965a1fe146bdc37c963538ca","observation_id":"ea418212-e713-4e5a-b8cc-1007195878da","resolution":{"observed_at":"2026-05-18T06:05:59.025881Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Fl uid antenna systems","venue":null,"work_id":"4f6b18ed-e497-4255-a344-c120ccfbd900","year":1950},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:11a622f39c1ea1a1574a4e9adcb4a75a96f687ca33fa01d7746cc28de0fe3718","observation_id":"a99e1b9f-5bdf-493d-9bac-b5195f70328b","resolution":{"observed_at":"2026-05-18T06:05:59.129446Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2509.10666","last_updated":"2025-09-12T19:45:29Z","snapshot_observed_at":"2026-08-04T17:39:44.074800Z","submitted_at":"2025-09-12T19:45:29Z","title":"Uplink and Downlink Communications in Segmented Waveguide-Enabled Pinching-Antenna Systems (SWANs)","version":1},"cited_work":{"arxiv_id":"2509.10666","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2509.10666","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Uplink a nd downlink communications in segmented waveguide-enabled p inching- antenna systems (SW ANs)","venue":null,"work_id":"1846bf7f-415a-45c6-9d85-febdd10aa926","year":2025},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"cited_paper":"/paper/2509.10666","citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:818243859ccd38a9aec1afd9ff4ac561fe627886b4d4fb2bfb7dc59fd81d6c8b","observation_id":"b5703dd0-e777-4cb9-8189-e8878ea06576","resolution":{"observed_at":"2026-05-11T11:01:05.085722Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2601.20658","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Integrated sensin g and commu- nication for segmented waveguide-enabled pinching antenn a systems","venue":null,"work_id":"cab78928-d57d-4881-8fe5-039530b11ed2","year":2025},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:3a107d8b79f4dee01c56a053fc4e4583de765d45f8699d127c857da1867067bd","observation_id":"4308509f-f5ff-4227-be74-9997ad6cf355","resolution":{"observed_at":"2026-05-11T11:01:05.137235Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Flexible-ant enna systems: A pinching-antenna perspective","venue":null,"work_id":"000088c0-f09b-4911-9049-fb4c907d21ca","year":2025},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:ba36306c97ba02743a954a39688cfb52ffea42f4a8767a0db69c4c7e25f30180","observation_id":"6377f697-78e4-47b7-ac02-5d097a278ce5","resolution":{"observed_at":"2026-05-18T06:05:59.117294Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Dist ributed antenna selection and beamforming for ELAA based downlink I SAC systems","venue":null,"work_id":"b251e6b5-52fd-4afc-8ddb-95d90e8183d7","year":2025},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:75868e3bf4d3029a682de4b68135f49ac981e9e71ff78e3591f95a6b0af048fc","observation_id":"38654b32-6998-46ae-9585-a0ded8d7c0eb","resolution":{"observed_at":"2026-05-18T06:05:59.073380Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"An tenna selection with beam squint compensation for integrated sen sing and communications","venue":null,"work_id":"5a11de1a-ef19-400a-9ded-4cf776c5cdb1","year":2024},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:57ee9d06055bbfe679f93e91d6cdb865c35ca539eafa22157ec36d9d4d16853c","observation_id":"a10c1d4e-cb8d-4136-9b8a-afd7417910c7","resolution":{"observed_at":"2026-05-18T06:05:59.081484Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Joint transmit/receive anten na selection and beamforming design for ISAC systems","venue":null,"work_id":"d45843b4-6c36-41bf-ae37-914db747b299","year":2023},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:dfa2972acad05ae77b1dcca4a481a24cb2e939753ee7ca692f55e443d5bb32f6","observation_id":"58731a3b-1d91-4af7-bdd8-1d1c97dfa9e4","resolution":{"observed_at":"2026-05-18T06:05:59.121267Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Rate maximizat ion for down- link pinching-antenna systems","venue":null,"work_id":"40f084da-cec2-4aff-993b-52b5700db6c1","year":2025},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:1fc9fe16d13fc4f881b65155d9bccf572320d5aa34c6ab9a569b3e480ea22f69","observation_id":"3280987b-38a5-4e98-9b86-e054ca63a7d1","resolution":{"observed_at":"2026-05-18T06:05:59.094624Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Minimum data rate maximization for uplink pinching-anten na systems","venue":null,"work_id":"eaaa93a4-70b2-4947-aa23-5cca4125ab7b","year":2025},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:09a5762fd1dfd44bfa99c7118d787200978239b291ca71c6c2f000ad0fcd2971","observation_id":"fe2514d6-021f-4c69-8a2e-04f6997409d6","resolution":{"observed_at":"2026-05-18T06:05:59.137626Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.08637","last_updated":"2026-02-02T16:05:02Z","snapshot_observed_at":"2026-08-04T11:32:47.847220Z","submitted_at":"2025-02-12T18:54:10Z","title":"Joint Transmit and Pinching Beamforming for Pinching Antenna Systems (PASS): Optimization-Based or Learning-Based?","version":4},"cited_work":{"arxiv_id":"2502.08637","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2502.08637","snapshot_observed_at":"2026-07-28T01:21:31.184794Z","title":"Joint transmit and pinching beamforming for pinching antenna systems (PAS S): Optimization-based or learning-based?","venue":null,"work_id":"2ae57e35-05ae-4343-a0b7-efe6b0f21201","year":2025},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"cited_paper":"/paper/2502.08637","citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:d648bf7dfcfa27b640b948d4898f21663deeccf38b01037e14da9909d2f414c6","observation_id":"575cda1f-4772-4090-b071-99134513154d","resolution":{"observed_at":"2026-07-28T01:21:31.184794Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Pinch ing antenna systems for integrated sensing and communications","venue":null,"work_id":"038a915d-4c1b-4b3a-ad02-e5cf581d0768","year":2026},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:86aeafb0b662e100701b623b0d29c4b3bf6db7b52b5c9fe0ca743455506413cd","observation_id":"91151781-4295-411e-96ac-e251e1674d31","resolution":{"observed_at":"2026-05-18T06:05:59.133467Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Joint beamformin g for noma assisted pinching antenna systems (PASS)","venue":null,"work_id":"4123a780-9ea5-4f75-bc19-edf0974c37ef","year":2026},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:5741251529c25181ba54a14dcabe7bcd62004f527f3389c4c7da70e5efba615a","observation_id":"7d5f0d2b-8964-4bac-82ae-41eabb24bb10","resolution":{"observed_at":"2026-05-18T06:05:59.056826Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Deep learni ng-based beamforming optimization for ISAC systems: A low-complexi ty and transferable framework","venue":null,"work_id":"e568d07a-ca4b-4d45-8a54-a1b1dfd90b0e","year":2026},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:5961a027c1dc032ea54b2caadf919b9284113962b48c75753637aec0d7682046","observation_id":"b88de7aa-1e2c-4d16-9542-eb64bb3c7672","resolution":{"observed_at":"2026-05-18T06:05:59.086051Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Transfer learning and meta learning-based fast downlink beamformin g adapta- tion","venue":null,"work_id":"4aae4bdd-044e-4826-a1aa-20fe587c0c69","year":2021},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:9b7b229f6768377307062c67f962e1e562cef38186556d9d0a18811e933c8dbe","observation_id":"d5a5ceff-6730-479e-a888-248760a09026","resolution":{"observed_at":"2026-05-18T06:05:59.077119Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Deep reinforcement learning-based optimization fo r IRS-assisted cognitive radio systems","venue":null,"work_id":"c6d8fd5a-159b-4a74-8763-e8e82098ab28","year":2022},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:141eee306c465313455cf4a2f141edfabfb487fb3a398cdd551ebc3aaf4d4cc1","observation_id":"e10b9fc2-9d64-47dd-8bf0-96b031ecdf86","resolution":{"observed_at":"2026-05-18T06:05:59.069329Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Semi-supervised classiﬁcat ion with graph convolutional networks","venue":null,"work_id":"d444cb8a-678d-4964-9933-ac813e0e42ba","year":2016},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:fb1aa16fdf3bddba636cdd2bcd717c66eed920daeeb87cce993a12476377eafd","observation_id":"fb4be000-16fe-46ca-83b9-c130a9e66e38","resolution":{"observed_at":"2026-05-18T06:05:59.106401Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"IC GNN: Graph neural network enabled scalable beamforming for MISO interfer- ence channels","venue":null,"work_id":"26af49d8-fbef-443b-bc0f-90ece8f8f50b","year":2025},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:a646b33e39b30905f87788649de53d1457a9a342f9c98f2fa1151d75baedb0ee","observation_id":"389b8c8a-db73-4c85-95d8-b0a062a428bd","resolution":{"observed_at":"2026-05-18T06:05:59.052419Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Graph neural network enabled pinching antennas","venue":null,"work_id":"5fb75782-8a6f-4dfb-a201-3b3d22ca61ee","year":2025},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:abbe7410b52706f7cc610716146dd34ba66de81fb69c230f4315cb0677050278","observation_id":"a4bb3425-78be-4860-a840-0380686a5604","resolution":{"observed_at":"2026-05-18T06:05:59.098422Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Graph transformer f or tri- beamforming in pinching antenna systems (PASS)","venue":null,"work_id":"47c9464f-6be0-4ae7-9915-22df8e93e513","year":2026},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:1c2b74241da1b224010a314c421cd95c319fa86cebf89caedbb7f16807fd3437","observation_id":"2860d13e-c276-486c-a990-ab7054d1e9e1","resolution":{"observed_at":"2026-05-18T06:05:59.030545Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Channel-agnostic predictive beamforming for crow dsourced bistatic satellite ISAC with LLM","venue":null,"work_id":"c6f6cf3c-c569-4f7b-9db0-6982cf9fe6a8","year":2026},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:9ab6dfcee13ba7ca2fb17978de6c71057a347ac5260231314c781e94be62db79","observation_id":"64d8db84-a09f-45f9-8e55-27c2838fc982","resolution":{"observed_at":"2026-05-18T06:05:59.047979Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"LLM-empowered near-ﬁeld co mmunica- tions for low-altitude economy","venue":null,"work_id":"0563621a-187f-488b-aa30-6b215245bf98","year":2025},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:3098971587489e690afe04b9381c46c5bd904403bca040a256123365879fc026","observation_id":"ddd35e01-7278-4a02-9a6b-4b450f3b2061","resolution":{"observed_at":"2026-05-18T06:05:59.125271Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"LLM in V2I: A data-driven predictive beamforming f rame- work for vehicle tracking in near-ﬁeld ISAC systems","venue":null,"work_id":"c12def5c-dc24-4d93-9201-a16b890b40ad","year":2026},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:e26b16488a0295bbc1603ab42d5c9ea1a1fd4bc573939c1678c95aa320331261","observation_id":"7d6e42a5-d895-4b8e-82ab-1d7f7ad743c9","resolution":{"observed_at":"2026-05-18T06:05:59.039576Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"LoRA: Low-rank adaptation of large language mo dels","venue":null,"work_id":"e6bf4823-6f02-4af2-96df-bcc74fee3d7b","year":2021},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:2400ecb7512c1bae17c2aab366d9257f788773f7ed4e8dbf89cea7c6b955626b","observation_id":"d66439e6-d3bf-497b-b71f-129fa66dfd0a","resolution":{"observed_at":"2026-05-18T06:05:59.065081Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Near-ﬁeld communications: A comprehensive survey","venue":null,"work_id":"8fcbdbde-e501-48b6-be29-cbf7eac4780d","year":2025},"citing_paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-05-10T15:12:51.552471Z"},"links":{"citing_paper":"/paper/2604.10372"},"observation_digest":"sha256:5d08dc21acd2647e92360cfc9fe3dd72e73c4e03f26c746eaa446a443a561821","observation_id":"7bec641c-fc2a-4237-b51b-30b6c2ffc26f","resolution":{"observed_at":"2026-05-18T06:05:59.043788Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2604.10372","last_updated":"2026-04-11T22:53:16Z","latest_version":1,"primary_category":"eess.SP","snapshot_observed_at":"2026-08-02T07:43:41.711676Z","submitted_at":"2026-04-11T22:53:16Z","title":"LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching"},"reference_resolution":{"displayed":31,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":3,"verified_fuzzy":28},"total_outbound_references":31},"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":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"thesis":"As of 5 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 1 inbound Pith citation observation for arXiv:2604.10372."}