{"as_of":"2026-08-09T15:00:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:0a05c48181af0d92007ce791e7e2f41a45a165b43ebb6a909983e52bfaa7d6b1","coverage":[{"denominator":0,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":18,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":18,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+00:00","state":"measured"},{"denominator":18,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":18,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-08T14:37:23.514931Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":1,"source":"arxiv_reference","source_observed_at":"2026-08-05T02:28:24.338817Z","state":"measured"}],"external_citation_measurements":[{"count":0,"observed_at":"2026-08-05T02:28:24.338817Z","source":"arxiv_reference"}],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2402.03293","last_updated":"2024-06-12T22:17:37Z","snapshot_observed_at":"2026-08-05T09:55:40.815776Z","submitted_at":"2024-02-05T18:50:39Z","title":"Flora: Low-Rank Adapters Are Secretly Gradient Compressors","version":2},"cited_work":{"arxiv_id":"2402.03293","doi":"10.48550/arxiv.2402.03293","metadata_source":"arxiv_reference","pith_arxiv_id":"2402.03293","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Flora: Low-rank adapters are secretly gradient compressors","venue":"arXiv (Cornell University)","work_id":"de7d82f9-bb48-47b5-88c7-b6ed22d04a28","year":2024},"citing_paper":{"arxiv_id":"2403.03507","last_updated":"2024-06-02T21:24:12Z","snapshot_observed_at":"2026-07-06T17:40:15.746482Z","submitted_at":"2024-03-06T07:29:57Z","title":"GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection","version":2},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-05-16T23:51:50.163520Z"},"links":{"cited_paper":"/paper/2402.03293","citing_paper":"/paper/2403.03507"},"observation_digest":"sha256:3186af0f1d6850b3d652614606a6f881fd470e17205bbded22a990276afcd0d7","observation_id":"673ddc9f-8172-4516-a687-e3afb52601bd","resolution":{"observed_at":"2026-05-16T23:51:50.285093Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.03293","last_updated":"2024-06-12T22:17:37Z","snapshot_observed_at":"2026-08-05T09:55:40.815776Z","submitted_at":"2024-02-05T18:50:39Z","title":"Flora: Low-Rank Adapters Are Secretly Gradient Compressors","version":2},"cited_work":{"arxiv_id":"2402.03293","doi":"10.48550/arxiv.2402.03293","metadata_source":"arxiv_reference","pith_arxiv_id":"2402.03293","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Flora: Low-rank adapters are secretly gradient compressors","venue":"arXiv (Cornell University)","work_id":"de7d82f9-bb48-47b5-88c7-b6ed22d04a28","year":2024},"citing_paper":{"arxiv_id":"2501.07237","last_updated":"2026-04-27T13:03:55Z","snapshot_observed_at":"2026-07-06T20:20:14.452585Z","submitted_at":"2025-01-13T11:35:09Z","title":"GWT: Scalable Optimizer State Compression for Large Language Model Training","version":5},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-05-23T05:57:09.276224Z"},"links":{"cited_paper":"/paper/2402.03293","citing_paper":"/paper/2501.07237"},"observation_digest":"sha256:51ebec8fd1d9080e2711e62ce466297fe701b4cbbd92759fd05889ac533b212b","observation_id":"1a4b95c0-f8a5-4277-b315-1d4b2d7421d9","resolution":{"observed_at":"2026-05-23T05:57:36.636692Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.03293","last_updated":"2024-06-12T22:17:37Z","snapshot_observed_at":"2026-08-05T09:55:40.815776Z","submitted_at":"2024-02-05T18:50:39Z","title":"Flora: Low-Rank Adapters Are Secretly Gradient Compressors","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.03293","snapshot_observed_at":"2026-08-08T14:37:23.514931Z","title":"Flora: Low-rank adapters are secretly gradient compressors","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06742","last_updated":"2025-02-10T18:09:53Z","snapshot_observed_at":"2026-08-09T03:57:33.421199Z","submitted_at":"2025-02-10T18:09:53Z","title":"Gradient Multi-Normalization for Stateless and Scalable LLM Training","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-08T14:37:23.514931Z"},"links":{"cited_paper":"/paper/2402.03293","citing_paper":"/paper/2502.06742"},"observation_digest":"sha256:76784fe1af01985318989b6e9f78e7d8b371c0ad94a8d1a73f0f66ce383ed578","observation_id":"bbb83fe5-3150-4ccf-81ac-2e61517b0bdc","resolution":{"observed_at":"2026-08-08T14:37:23.514931Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.03293","last_updated":"2024-06-12T22:17:37Z","snapshot_observed_at":"2026-08-05T09:55:40.815776Z","submitted_at":"2024-02-05T18:50:39Z","title":"Flora: Low-Rank Adapters Are Secretly Gradient Compressors","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.03293","snapshot_observed_at":"2026-08-08T13:31:42.052527Z","title":"Flora: Low-rank adapters are secretly gradient compressors","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2502.07222","last_updated":"2025-02-11T03:32:10Z","snapshot_observed_at":"2026-08-08T13:23:06.239630Z","submitted_at":"2025-02-11T03:32:10Z","title":"A Memory Efficient Randomized Subspace Optimization Method for Training Large Language Models","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-08T13:31:42.052527Z"},"links":{"cited_paper":"/paper/2402.03293","citing_paper":"/paper/2502.07222"},"observation_digest":"sha256:d89c0e267730a1e060c61a3d53e007c8e2e11d0cb32e897f1c45c4f7063c2f4b","observation_id":"c1dd313c-bc00-4608-967b-bcdeee29589f","resolution":{"observed_at":"2026-08-08T13:31:42.052527Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.03293","last_updated":"2024-06-12T22:17:37Z","snapshot_observed_at":"2026-08-05T09:55:40.815776Z","submitted_at":"2024-02-05T18:50:39Z","title":"Flora: Low-Rank Adapters Are Secretly Gradient Compressors","version":2},"cited_work":{"arxiv_id":"2402.03293","doi":"10.48550/arxiv.2402.03293","metadata_source":"arxiv_reference","pith_arxiv_id":"2402.03293","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Flora: Low-rank adapters are secretly gradient compressors","venue":"arXiv (Cornell University)","work_id":"de7d82f9-bb48-47b5-88c7-b6ed22d04a28","year":2024},"citing_paper":{"arxiv_id":"2505.12318","last_updated":"2026-04-09T20:36:53Z","snapshot_observed_at":"2026-08-02T11:54:02.140047Z","submitted_at":"2025-05-18T09:19:13Z","title":"Task-agnostic Low-rank Residual Adaptation for Efficient Federated Continual Fine-Tuning","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-05-22T13:54:38.393967Z"},"links":{"cited_paper":"/paper/2402.03293","citing_paper":"/paper/2505.12318"},"observation_digest":"sha256:83100bb63bde2cf18d28b968aebc1cf94ee2c0a66bb165f98b578c3e1a1dddb9","observation_id":"eac5458c-6c84-4142-8a8f-6a0d78ce0703","resolution":{"observed_at":"2026-05-22T13:54:52.949057Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.03293","last_updated":"2024-06-12T22:17:37Z","snapshot_observed_at":"2026-08-05T09:55:40.815776Z","submitted_at":"2024-02-05T18:50:39Z","title":"Flora: Low-Rank Adapters Are Secretly Gradient Compressors","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.03293","snapshot_observed_at":"2026-08-07T13:42:51.100769Z","title":"Flora: Low-rank adapters are secretly gradient compressors.arXiv preprint arXiv:2402.03293, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.21382","last_updated":"2025-05-27T16:10:53Z","snapshot_observed_at":"2026-08-09T04:47:45.769227Z","submitted_at":"2025-05-27T16:10:53Z","title":"DeCAF: Decentralized Consensus-And-Factorization for Low-Rank Adaptation of Foundation Models","version":1},"reference_index":73,"source":"pdf_text","source_observed_at":"2026-08-07T13:42:51.100769Z"},"links":{"cited_paper":"/paper/2402.03293","citing_paper":"/paper/2505.21382"},"observation_digest":"sha256:72bd96f9ced19d5722cc35c8323cb719c4f9a17f05de7ada560ea0619476fc86","observation_id":"693eaa6f-3560-4979-802d-dcdd6009e3c9","resolution":{"observed_at":"2026-08-07T13:42:51.100769Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.03293","last_updated":"2024-06-12T22:17:37Z","snapshot_observed_at":"2026-08-05T09:55:40.815776Z","submitted_at":"2024-02-05T18:50:39Z","title":"Flora: Low-Rank Adapters Are Secretly Gradient Compressors","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.03293","snapshot_observed_at":"2026-08-07T13:06:24.049161Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.22922","last_updated":"2025-05-28T22:51:43Z","snapshot_observed_at":"2026-08-09T07:36:25.123706Z","submitted_at":"2025-05-28T22:51:43Z","title":"Scalable Parameter and Memory Efficient Pretraining for LLM: Recent Algorithmic Advances and Benchmarking","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-07T13:06:24.049161Z"},"links":{"cited_paper":"/paper/2402.03293","citing_paper":"/paper/2505.22922"},"observation_digest":"sha256:d9a6c4607b6e4c0bdf90f678f631c1cc01948fa004d99d553014b7d863f61717","observation_id":"3d6284ca-2101-498e-8d46-97f27e9863c0","resolution":{"observed_at":"2026-08-07T13:06:24.049161Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.03293","last_updated":"2024-06-12T22:17:37Z","snapshot_observed_at":"2026-08-05T09:55:40.815776Z","submitted_at":"2024-02-05T18:50:39Z","title":"Flora: Low-Rank Adapters Are Secretly Gradient Compressors","version":2},"cited_work":{"arxiv_id":"2402.03293","doi":"10.48550/arxiv.2402.03293","metadata_source":"arxiv_reference","pith_arxiv_id":"2402.03293","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Flora: Low-rank adapters are secretly gradient compressors","venue":"arXiv (Cornell University)","work_id":"de7d82f9-bb48-47b5-88c7-b6ed22d04a28","year":2024},"citing_paper":{"arxiv_id":"2506.15588","last_updated":"2026-05-18T12:41:38Z","snapshot_observed_at":"2026-08-02T14:39:33.262823Z","submitted_at":"2025-06-18T16:05:09Z","title":"Memory-Efficient Differentially Private Training with Gradient Random Projection","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-05-21T23:46:54.620034Z"},"links":{"cited_paper":"/paper/2402.03293","citing_paper":"/paper/2506.15588"},"observation_digest":"sha256:498edbd51f595fa8d74dd7acdf73a1182e54a78aec606140fbfc25dbcf0aa067","observation_id":"d6aa422c-c434-41f3-9b8d-8356b7a5190d","resolution":{"observed_at":"2026-05-21T23:50:47.492446Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.03293","last_updated":"2024-06-12T22:17:37Z","snapshot_observed_at":"2026-08-05T09:55:40.815776Z","submitted_at":"2024-02-05T18:50:39Z","title":"Flora: Low-Rank Adapters Are Secretly Gradient Compressors","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.03293","snapshot_observed_at":"2026-08-06T20:35:02.066680Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.02503","last_updated":"2025-07-03T10:11:22Z","snapshot_observed_at":"2026-08-06T20:25:19.241969Z","submitted_at":"2025-07-03T10:11:22Z","title":"Continual Gradient Low-Rank Projection Fine-Tuning for LLMs","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-06T20:35:02.066680Z"},"links":{"cited_paper":"/paper/2402.03293","citing_paper":"/paper/2507.02503"},"observation_digest":"sha256:7508a2d72490e35fed71428daa20a061ade10bd118c1552f05e9cb0cb29bac96","observation_id":"7660be1e-2b8e-4141-a55f-6b66bef4620f","resolution":{"observed_at":"2026-08-06T20:35:02.066680Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.03293","last_updated":"2024-06-12T22:17:37Z","snapshot_observed_at":"2026-08-05T09:55:40.815776Z","submitted_at":"2024-02-05T18:50:39Z","title":"Flora: Low-Rank Adapters Are Secretly Gradient Compressors","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.03293","snapshot_observed_at":"2026-08-06T18:35:40.137244Z","title":"Flora: Low-rank adapters are secretly gradient compressors","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.08091","last_updated":"2025-07-10T18:04:52Z","snapshot_observed_at":"2026-08-08T23:54:01.601611Z","submitted_at":"2025-07-10T18:04:52Z","title":"Low-rank Momentum Factorization for Memory Efficient Training","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-06T18:35:40.137244Z"},"links":{"cited_paper":"/paper/2402.03293","citing_paper":"/paper/2507.08091"},"observation_digest":"sha256:581ffb332664bec20990e5e49fe39ae6f56b50b1f9601463dcf0ef6be392bcfe","observation_id":"7d13c518-a176-44f3-a921-2569a2abe3a7","resolution":{"observed_at":"2026-08-06T18:35:40.137244Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.03293","last_updated":"2024-06-12T22:17:37Z","snapshot_observed_at":"2026-08-05T09:55:40.815776Z","submitted_at":"2024-02-05T18:50:39Z","title":"Flora: Low-Rank Adapters Are Secretly Gradient Compressors","version":2},"cited_work":{"arxiv_id":"2402.03293","doi":"10.48550/arxiv.2402.03293","metadata_source":"arxiv_reference","pith_arxiv_id":"2402.03293","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Flora: Low-rank adapters are secretly gradient compressors","venue":"arXiv (Cornell University)","work_id":"de7d82f9-bb48-47b5-88c7-b6ed22d04a28","year":2024},"citing_paper":{"arxiv_id":"2509.18993","last_updated":"2026-05-13T13:30:21Z","snapshot_observed_at":"2026-08-02T18:52:22.902766Z","submitted_at":"2025-09-23T13:43:02Z","title":"CR-Net: Scaling Parameter-Efficient Training with Cross-Layer Low-Rank Structure","version":3},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-05-18T14:51:30.312509Z"},"links":{"cited_paper":"/paper/2402.03293","citing_paper":"/paper/2509.18993"},"observation_digest":"sha256:4bc5d30e6de7e67f0c17c14912746ef5d951544c153acb3f1beaa9f3b46408ef","observation_id":"f3fc130c-9c26-4c5c-9788-10d5918c6306","resolution":{"observed_at":"2026-05-18T14:52:41.124904Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.03293","last_updated":"2024-06-12T22:17:37Z","snapshot_observed_at":"2026-08-05T09:55:40.815776Z","submitted_at":"2024-02-05T18:50:39Z","title":"Flora: Low-Rank Adapters Are Secretly Gradient Compressors","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.03293","snapshot_observed_at":"2026-08-04T12:51:24.931840Z","title":"Flora: Low-rank adapters are secretly gradient compressors, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2510.01878","last_updated":"2026-06-26T18:31:10Z","snapshot_observed_at":"2026-08-09T08:33:12.415406Z","submitted_at":"2025-10-02T10:35:38Z","title":"Geometrically Principled Randomized Optimization for Efficient LLM Training","version":2},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-04T12:51:24.931840Z"},"links":{"cited_paper":"/paper/2402.03293","citing_paper":"/paper/2510.01878"},"observation_digest":"sha256:3837aa763f2f33046b5be3817782e8947226ececf184cb11994b83df127a2a95","observation_id":"d698031b-8d77-4aac-950e-d36cb0ad7f5a","resolution":{"observed_at":"2026-08-04T12:51:24.931840Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.03293","last_updated":"2024-06-12T22:17:37Z","snapshot_observed_at":"2026-08-05T09:55:40.815776Z","submitted_at":"2024-02-05T18:50:39Z","title":"Flora: Low-Rank Adapters Are Secretly Gradient Compressors","version":2},"cited_work":{"arxiv_id":"2402.03293","doi":"10.48550/arxiv.2402.03293","metadata_source":"arxiv_reference","pith_arxiv_id":"2402.03293","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Flora: Low-rank adapters are secretly gradient compressors","venue":"arXiv (Cornell University)","work_id":"de7d82f9-bb48-47b5-88c7-b6ed22d04a28","year":2024},"citing_paper":{"arxiv_id":"2604.21901","last_updated":"2026-04-23T17:48:18Z","snapshot_observed_at":"2026-07-06T23:08:23.939574Z","submitted_at":"2026-04-23T17:48:18Z","title":"GiVA: Gradient-Informed Bases for Vector-Based Adaptation","version":1},"reference_index":56,"source":"arxiv_source","source_observed_at":"2026-05-09T21:30:55.256395Z"},"links":{"cited_paper":"/paper/2402.03293","citing_paper":"/paper/2604.21901"},"observation_digest":"sha256:ee9a44d1320ad46e8618c9fa2c565aa6e2d3b9648dd6cf91453d8e83346e91a8","observation_id":"bb81c690-ff9f-4896-b1e8-eb05300f1168","resolution":{"observed_at":"2026-05-09T21:33:28.029630Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.03293","last_updated":"2024-06-12T22:17:37Z","snapshot_observed_at":"2026-08-05T09:55:40.815776Z","submitted_at":"2024-02-05T18:50:39Z","title":"Flora: Low-Rank Adapters Are Secretly Gradient Compressors","version":2},"cited_work":{"arxiv_id":"2402.03293","doi":"10.48550/arxiv.2402.03293","metadata_source":"arxiv_reference","pith_arxiv_id":"2402.03293","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Flora: Low-rank adapters are secretly gradient compressors","venue":"arXiv (Cornell University)","work_id":"de7d82f9-bb48-47b5-88c7-b6ed22d04a28","year":2024},"citing_paper":{"arxiv_id":"2604.24103","last_updated":"2026-04-27T06:50:34Z","snapshot_observed_at":"2026-07-06T23:10:12.016186Z","submitted_at":"2026-04-27T06:50:34Z","title":"Fed-DLoRA: Efficient Wireless Federated Learning with Dynamic Low-Rank Adaptation","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-05-08T04:31:02.010416Z"},"links":{"cited_paper":"/paper/2402.03293","citing_paper":"/paper/2604.24103"},"observation_digest":"sha256:81b17f5abafa046f06f33e579aaa7d20befc59203b07617d059feec4d6bb06a4","observation_id":"63240a63-336b-4844-8733-8622ee16f4bd","resolution":{"observed_at":"2026-05-11T21:41:19.118282Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.03293","last_updated":"2024-06-12T22:17:37Z","snapshot_observed_at":"2026-08-05T09:55:40.815776Z","submitted_at":"2024-02-05T18:50:39Z","title":"Flora: Low-Rank Adapters Are Secretly Gradient Compressors","version":2},"cited_work":{"arxiv_id":"2402.03293","doi":"10.48550/arxiv.2402.03293","metadata_source":"arxiv_reference","pith_arxiv_id":"2402.03293","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Flora: Low-rank adapters are secretly gradient compressors","venue":"arXiv (Cornell University)","work_id":"de7d82f9-bb48-47b5-88c7-b6ed22d04a28","year":2024},"citing_paper":{"arxiv_id":"2605.13652","last_updated":"2026-05-19T00:27:00Z","snapshot_observed_at":"2026-07-06T23:25:11.623026Z","submitted_at":"2026-05-13T15:11:37Z","title":"Beyond Perplexity: A Geometric and Spectral Study of Low-Rank Pre-Training","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-14T19:19:18.275446Z"},"links":{"cited_paper":"/paper/2402.03293","citing_paper":"/paper/2605.13652"},"observation_digest":"sha256:6cd70da326cd6f24bd272c69b6561105c0467880027aa40d7a114e4fc7b2da82","observation_id":"4c06e91f-0a55-41ce-9612-81dc49b1d486","resolution":{"observed_at":"2026-05-14T19:19:23.533908Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.03293","last_updated":"2024-06-12T22:17:37Z","snapshot_observed_at":"2026-08-05T09:55:40.815776Z","submitted_at":"2024-02-05T18:50:39Z","title":"Flora: Low-Rank Adapters Are Secretly Gradient Compressors","version":2},"cited_work":{"arxiv_id":"2402.03293","doi":"10.48550/arxiv.2402.03293","metadata_source":"arxiv_reference","pith_arxiv_id":"2402.03293","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Flora: Low-rank adapters are secretly gradient compressors","venue":"arXiv (Cornell University)","work_id":"de7d82f9-bb48-47b5-88c7-b6ed22d04a28","year":2024},"citing_paper":{"arxiv_id":"2605.13652","last_updated":"2026-05-19T00:27:00Z","snapshot_observed_at":"2026-07-06T23:25:11.623026Z","submitted_at":"2026-05-13T15:11:37Z","title":"Beyond Perplexity: A Geometric and Spectral Study of Low-Rank Pre-Training","version":2},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-20T20:24:26.681383Z"},"links":{"cited_paper":"/paper/2402.03293","citing_paper":"/paper/2605.13652"},"observation_digest":"sha256:c8c3e042d067579721ac89055ace3d149006bc1714de4c6d074de5a11f71e996","observation_id":"078e988e-2231-4d3b-b420-c7aa66322b4e","resolution":{"observed_at":"2026-05-20T20:28:59.931111Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.03293","last_updated":"2024-06-12T22:17:37Z","snapshot_observed_at":"2026-08-05T09:55:40.815776Z","submitted_at":"2024-02-05T18:50:39Z","title":"Flora: Low-Rank Adapters Are Secretly Gradient Compressors","version":2},"cited_work":{"arxiv_id":"2402.03293","doi":"10.48550/arxiv.2402.03293","metadata_source":"arxiv_reference","pith_arxiv_id":"2402.03293","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Flora: Low-rank adapters are secretly gradient compressors","venue":"arXiv (Cornell University)","work_id":"de7d82f9-bb48-47b5-88c7-b6ed22d04a28","year":2024},"citing_paper":{"arxiv_id":"2606.12883","last_updated":"2026-06-11T04:19:32Z","snapshot_observed_at":"2026-08-02T22:02:12.932569Z","submitted_at":"2026-06-11T04:19:32Z","title":"The Hidden Power of Scaling Factor in LoRA Optimization","version":1},"reference_index":95,"source":"arxiv_source","source_observed_at":"2026-06-27T07:14:08.479610Z"},"links":{"cited_paper":"/paper/2402.03293","citing_paper":"/paper/2606.12883"},"observation_digest":"sha256:bdfd218435cc774acada541a63c2f47a1797aafbc1a88a8da85d16b3ce50319f","observation_id":"4fe6d59b-0efe-4a0e-916c-147c9afcadec","resolution":{"observed_at":"2026-07-03T14:08:21.895595Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.03293","last_updated":"2024-06-12T22:17:37Z","snapshot_observed_at":"2026-08-05T09:55:40.815776Z","submitted_at":"2024-02-05T18:50:39Z","title":"Flora: Low-Rank Adapters Are Secretly Gradient Compressors","version":2},"cited_work":{"arxiv_id":"2402.03293","doi":"10.48550/arxiv.2402.03293","metadata_source":"arxiv_reference","pith_arxiv_id":"2402.03293","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Flora: Low-rank adapters are secretly gradient compressors","venue":"arXiv (Cornell University)","work_id":"de7d82f9-bb48-47b5-88c7-b6ed22d04a28","year":2024},"citing_paper":{"arxiv_id":"2606.26290","last_updated":"2026-06-24T18:36:31Z","snapshot_observed_at":"2026-08-04T16:55:46.653306Z","submitted_at":"2026-06-24T18:36:31Z","title":"SSM Adapters via Hankel Reduced-order Modeling: Injection Site Determines Task Suitability in Long-Context Fine-Tuning","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-06-26T01:46:44.408246Z"},"links":{"cited_paper":"/paper/2402.03293","citing_paper":"/paper/2606.26290"},"observation_digest":"sha256:58c562d44cdeced8b6c7f9f86ec9aad9ace66a27b20ab2510207de4770ecd54c","observation_id":"f3f427d6-7b04-422d-bdfa-c7c11827f361","resolution":{"observed_at":"2026-07-04T15:19:56.035027Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2402.03293/citation-record","integrity":"/paper/2402.03293/integrity","json":"/paper/2402.03293/citation-record.json","paper":"/paper/2402.03293"},"outbound":[],"paper":{"arxiv_id":"2402.03293","last_updated":"2024-06-12T22:17:37Z","latest_version":2,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-05T09:55:40.815776Z","submitted_at":"2024-02-05T18:50:39Z","title":"Flora: Low-Rank Adapters Are Secretly Gradient Compressors"},"reference_resolution":{"displayed":0,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":0},"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":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"thesis":"As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 18 inbound Pith citation observations for arXiv:2402.03293."}