{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:LVDFDTZXYFTOO3ZPNH4XBL47B2","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":"d9688c80dcc1134eccaead9764fc2d055a6a7c26295a18497fc1e97450a9d46d","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2026-04-22T11:56:06Z","title_canon_sha256":"5133ff3f32e30a014606372ec30ac38decb28d396d015b3547d15b62c68de609"},"schema_version":"1.0","source":{"id":"2605.30356","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.30356","created_at":"2026-06-01T00:02:06Z"},{"alias_kind":"arxiv_version","alias_value":"2605.30356v1","created_at":"2026-06-01T00:02:06Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.30356","created_at":"2026-06-01T00:02:06Z"},{"alias_kind":"pith_short_12","alias_value":"LVDFDTZXYFTO","created_at":"2026-06-01T00:02:06Z"},{"alias_kind":"pith_short_16","alias_value":"LVDFDTZXYFTOO3ZP","created_at":"2026-06-01T00:02:06Z"},{"alias_kind":"pith_short_8","alias_value":"LVDFDTZX","created_at":"2026-06-01T00:02:06Z"}],"graph_snapshots":[{"event_id":"sha256:df43e99157b846af346082cd8ef41c3fc3b930b65b2c0624502980ffcdea5cec","target":"graph","created_at":"2026-06-01T00:02:06Z","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/2605.30356/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Existing collaborative WiFi sensing systems rely on perfect node synchronization and complete data availability. However, real-world edge deployments suffer from heterogeneous computing and network dropouts, leading to asynchronous and incomplete features. We propose CREWS, a robust collaborative sensing framework that inherently resists these network volatility. First, CREWS employs a topology-agnostic aggregator invariant to the arrival order and subset size of incoming features. Second, rather than discarding delayed observations, it utilizes a staleness-aware adaptive replay mechanism. By ","authors_text":"Pan Li, Xiaoxia Huang, Yang Zhou, Yinan Chen","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2026-04-22T11:56:06Z","title":"CREWS: Collaborative Robust Edge WiFi Sensing with Asynchronous and Incomplete Observations"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.30356","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":"sha256:3bb300e7122214f5b0b696cd6db102b6d1d64c34510d45a046555cb54fb60c3b","target":"record","created_at":"2026-06-01T00:02:06Z","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":"d9688c80dcc1134eccaead9764fc2d055a6a7c26295a18497fc1e97450a9d46d","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2026-04-22T11:56:06Z","title_canon_sha256":"5133ff3f32e30a014606372ec30ac38decb28d396d015b3547d15b62c68de609"},"schema_version":"1.0","source":{"id":"2605.30356","kind":"arxiv","version":1}},"canonical_sha256":"5d4651cf37c166e76f2f69f970af9f0e9aec3e2b090cdecf89a29d95988bbf58","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5d4651cf37c166e76f2f69f970af9f0e9aec3e2b090cdecf89a29d95988bbf58","first_computed_at":"2026-06-01T00:02:06.467995Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-01T00:02:06.467995Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"jqJHhZof3OvqHI/yH4tkDfVzsUP021imc+1O2vuDTIQbNBOiFBAaxqkmqZFcOA70nDKHW+iWJWBOCMFT3m2uDg==","signature_status":"signed_v1","signed_at":"2026-06-01T00:02:06.468850Z","signed_message":"canonical_sha256_bytes"},"source_id":"2605.30356","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:3bb300e7122214f5b0b696cd6db102b6d1d64c34510d45a046555cb54fb60c3b","sha256:df43e99157b846af346082cd8ef41c3fc3b930b65b2c0624502980ffcdea5cec"],"state_sha256":"f571c9b47e37ccce287f37f90b335ad9814d51bb90f597ca3028e451c865b3e0"}