{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:OLOMNI6EKMDBTE4ZIXL2X5XH6O","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":"756823f285e525b0ee378bee0265d99217516f66d081fb41631630397c9c2261","cross_cats_sorted":["cs.AI","q-bio.QM"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.LG","submitted_at":"2026-06-06T14:21:55Z","title_canon_sha256":"37449455260d9b01ec0809f735e99933dbde05ea9577b085d60e6374e6ddfb35"},"schema_version":"1.0","source":{"id":"2606.08191","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.08191","created_at":"2026-06-09T01:05:29Z"},{"alias_kind":"arxiv_version","alias_value":"2606.08191v1","created_at":"2026-06-09T01:05:29Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.08191","created_at":"2026-06-09T01:05:29Z"},{"alias_kind":"pith_short_12","alias_value":"OLOMNI6EKMDB","created_at":"2026-06-09T01:05:29Z"},{"alias_kind":"pith_short_16","alias_value":"OLOMNI6EKMDBTE4Z","created_at":"2026-06-09T01:05:29Z"},{"alias_kind":"pith_short_8","alias_value":"OLOMNI6E","created_at":"2026-06-09T01:05:29Z"}],"graph_snapshots":[{"event_id":"sha256:b6be37e6e8d808da051197f15f1815608c3227fb959fbe32c5cb4de0a456e6b5","target":"graph","created_at":"2026-06-09T01:05:29Z","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/2606.08191/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Token aggregation is a common bottleneck in models that map token representations to sample-level predictions, yet most pooling methods operate only in the original token domain. We propose FLaG, a plug-in aggregation module that transforms token representations with the real FFT, summarizes spectral components with learnable latent queries, applies a channel-wise gate, and reconstructs enhanced time-domain tokens for final pooling. We evaluate FLaG on antimicrobial peptide (AMP) activity prediction with ESM2, image classification with ResNet18 on CIFAR-10 and CIFAR-100, and text classificatio","authors_text":"Fengfeng Zhou, Kewei Li, Lan Huang, Rongying Zhang, Ruochi Zhang, Xiwen Gong, Xueli Wang, Zhongjian Wang","cross_cats":["cs.AI","q-bio.QM"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.LG","submitted_at":"2026-06-06T14:21:55Z","title":"Frequency-Domain Latent Attention Gating for Cross-Domain Token Aggregation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.08191","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:c71b67220a295e42ed2c0220826b822060b854cb61fcacc55a22807aba607633","target":"record","created_at":"2026-06-09T01:05:29Z","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":"756823f285e525b0ee378bee0265d99217516f66d081fb41631630397c9c2261","cross_cats_sorted":["cs.AI","q-bio.QM"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.LG","submitted_at":"2026-06-06T14:21:55Z","title_canon_sha256":"37449455260d9b01ec0809f735e99933dbde05ea9577b085d60e6374e6ddfb35"},"schema_version":"1.0","source":{"id":"2606.08191","kind":"arxiv","version":1}},"canonical_sha256":"72dcc6a3c4530619939945d7abf6e7f3bb88af2ec18cb3eb4d8d558dcf9b515d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"72dcc6a3c4530619939945d7abf6e7f3bb88af2ec18cb3eb4d8d558dcf9b515d","first_computed_at":"2026-06-09T01:05:29.584818Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-09T01:05:29.584818Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Zm/0K3AXmF/ZW2/hqH5Oeup74veYfavKdN88ejgMj8RUabKl3KvXJ/r7Q1KL6VmB0Vk1hqnX+fmvHkQ7+SnaCg==","signature_status":"signed_v1","signed_at":"2026-06-09T01:05:29.585452Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.08191","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c71b67220a295e42ed2c0220826b822060b854cb61fcacc55a22807aba607633","sha256:b6be37e6e8d808da051197f15f1815608c3227fb959fbe32c5cb4de0a456e6b5"],"state_sha256":"b5f2f4b5a5a78992efc67e2759383b06110e96b7d80cb46db52c5354468f45e0"}