{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:QKD4XIUMLT37NLLWRV63DZSCMZ","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"999e4faf30998791198c4f84778a206ef7066b9663663f6f2f2b413005ad9f5d","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"quant-ph","submitted_at":"2025-03-18T10:07:34Z","title_canon_sha256":"2370e151994decccd48d4e67d44b5b5e52fbedca44880f55dae60798254a9626"},"schema_version":"1.0","source":{"id":"2503.14088","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2503.14088","created_at":"2026-07-05T10:33:54Z"},{"alias_kind":"arxiv_version","alias_value":"2503.14088v1","created_at":"2026-07-05T10:33:54Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2503.14088","created_at":"2026-07-05T10:33:54Z"},{"alias_kind":"pith_short_12","alias_value":"QKD4XIUMLT37","created_at":"2026-07-05T10:33:54Z"},{"alias_kind":"pith_short_16","alias_value":"QKD4XIUMLT37NLLW","created_at":"2026-07-05T10:33:54Z"},{"alias_kind":"pith_short_8","alias_value":"QKD4XIUM","created_at":"2026-07-05T10:33:54Z"}],"graph_snapshots":[{"event_id":"sha256:40cfe9eadfbe2158ffc6d6bbd1a3d6bb253dc95638c0db7f2e0b2b8b4f598d50","target":"graph","created_at":"2026-07-05T10:33:54Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2503.14088/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In this work, we introduce a Distributed Quantum Long Short-Term Memory (QLSTM) framework that leverages modular quantum computing to address scalability challenges on Noisy Intermediate-Scale Quantum (NISQ) devices. By embedding variational quantum circuits into LSTM cells, the QLSTM captures long-range temporal dependencies, while a distributed architecture partitions the underlying Variational Quantum Circuits (VQCs) into smaller, manageable subcircuits that can be executed on a network of quantum processing units. We assess the proposed framework using nontrivial benchmark problems such as","authors_text":"Chen-Yu Liu, Kin K. Leung, Kuan-Cheng Chen, Samuel Yen-Chi Chen","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"quant-ph","submitted_at":"2025-03-18T10:07:34Z","title":"Toward Large-Scale Distributed Quantum Long Short-Term Memory with Modular Quantum Computers"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2503.14088","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:a4bca7e98d9f0c8026cf3e7d1cbe911a749ac3f8368fa5bcfc803e02ccd8ae74","target":"record","created_at":"2026-07-05T10:33:54Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"999e4faf30998791198c4f84778a206ef7066b9663663f6f2f2b413005ad9f5d","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"quant-ph","submitted_at":"2025-03-18T10:07:34Z","title_canon_sha256":"2370e151994decccd48d4e67d44b5b5e52fbedca44880f55dae60798254a9626"},"schema_version":"1.0","source":{"id":"2503.14088","kind":"arxiv","version":1}},"canonical_sha256":"8287cba28c5cf7f6ad768d7db1e6426641d45312ea31ae5407a84e7c8d58cc4a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"8287cba28c5cf7f6ad768d7db1e6426641d45312ea31ae5407a84e7c8d58cc4a","first_computed_at":"2026-07-05T10:33:54.940622Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:33:54.940622Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"QoKCsvbrH4+oappoQ+9nI7jcC1viGIz0o92SqwchbTGIK2u3wkLNAf8lJQygwyRRFW3vd2f7JpuXpALzHDOYDQ==","signature_status":"signed_v1","signed_at":"2026-07-05T10:33:54.941021Z","signed_message":"canonical_sha256_bytes"},"source_id":"2503.14088","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a4bca7e98d9f0c8026cf3e7d1cbe911a749ac3f8368fa5bcfc803e02ccd8ae74","sha256:40cfe9eadfbe2158ffc6d6bbd1a3d6bb253dc95638c0db7f2e0b2b8b4f598d50"],"state_sha256":"bd32549df243ee719fe032614931ab015f86d0686e22fd16de8ef891e4502d18"}