{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:ZE7TNM77Q3IJJ5GYYDU7SHIKGU","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":"35b32ca69322dda6bb337db8def8d43483f75dd40457d2430f3df3fc292be494","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-08-06T13:37:52Z","title_canon_sha256":"b314ee3d8d679a24a449e96b9705d54ade9a6d1fdc800413d5e69773890a9d0c"},"schema_version":"1.0","source":{"id":"2608.06031","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.06031","created_at":"2026-08-07T00:55:09Z"},{"alias_kind":"arxiv_version","alias_value":"2608.06031v1","created_at":"2026-08-07T00:55:09Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.06031","created_at":"2026-08-07T00:55:09Z"},{"alias_kind":"pith_short_12","alias_value":"ZE7TNM77Q3IJ","created_at":"2026-08-07T00:55:09Z"},{"alias_kind":"pith_short_16","alias_value":"ZE7TNM77Q3IJJ5GY","created_at":"2026-08-07T00:55:09Z"},{"alias_kind":"pith_short_8","alias_value":"ZE7TNM77","created_at":"2026-08-07T00:55:09Z"}],"graph_snapshots":[{"event_id":"sha256:094ed2dc399c36f4f8217e64e3fb1c2218248fdecd31493670ac0f91f6667e54","target":"graph","created_at":"2026-08-07T00:55:09Z","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/2608.06031/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Dynamic graph prompting freezes a pre-trained temporal backbone and adapts it to label-scarce downstream tasks using lightweight prompts. However, existing methods operate within a single, fixed embedding space. In this work, we reveal that temporal shifts in local clustering and degree heterogeneity actively reorganize the edge curvature spectrum---indicating that the optimal representation geometry dynamically evolves with local topology over time. We formalize this unaddressed mismatch as geometry under-adaptation. To overcome this limitation, we propose CurvPrompt, a topology-routed geomet","authors_text":"Bingheng Li, Quanxin Wang, Ruiyi Fang, Shuo Wang, Xingtong Yu, Xuanting Xie, Zhao Kang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-08-06T13:37:52Z","title":"Dynamic Graph Prompting via Topology-Routed Mixed-Curvature Experts"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.06031","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":"sha256:5cbdbf53c30fccc005fa474873b8edc136341acdf5269de447bfb17d8ca627bd","target":"record","created_at":"2026-08-07T00:55:09Z","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":"35b32ca69322dda6bb337db8def8d43483f75dd40457d2430f3df3fc292be494","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-08-06T13:37:52Z","title_canon_sha256":"b314ee3d8d679a24a449e96b9705d54ade9a6d1fdc800413d5e69773890a9d0c"},"schema_version":"1.0","source":{"id":"2608.06031","kind":"arxiv","version":1}},"canonical_sha256":"c93f36b3ff86d094f4d8c0e9f91d0a352663614edc3c80d92fe578aa16ab9580","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"c93f36b3ff86d094f4d8c0e9f91d0a352663614edc3c80d92fe578aa16ab9580","first_computed_at":"2026-08-07T00:55:09.072567Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-07T00:55:09.072567Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"d4If1OJYKcWWMMTUtR6w8w8a/vIthwd4hbnDsRXdZBJMGL4IMZggqjz4K5vGbhc3vIN+YP+h2n2MHkpOUG1uDw==","signature_status":"signed_v1","signed_at":"2026-08-07T00:55:09.074045Z","signed_message":"canonical_sha256_bytes"},"source_id":"2608.06031","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:5cbdbf53c30fccc005fa474873b8edc136341acdf5269de447bfb17d8ca627bd","sha256:094ed2dc399c36f4f8217e64e3fb1c2218248fdecd31493670ac0f91f6667e54"],"state_sha256":"09d8913d0f00a3fd0fd01f5342c869b5534129a45516751a8a67eb1a048d9bfd"}