{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2020:LTTGHZFLFQFXDJ3IEXASBTWGG2","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":"1fe259307e21cd53f9ccfec8c26f4728edc979edeaa09c4691cfcb0e7bcfd321","cross_cats_sorted":["cs.HC"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GR","submitted_at":"2020-08-03T06:36:05Z","title_canon_sha256":"cef015eb9c484dc3e5cb57a97f06eb18aefef9f1b88aea0d18c1a2162b22d241"},"schema_version":"1.0","source":{"id":"2008.00666","kind":"arxiv","version":6}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2008.00666","created_at":"2026-07-05T01:33:22Z"},{"alias_kind":"arxiv_version","alias_value":"2008.00666v6","created_at":"2026-07-05T01:33:22Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2008.00666","created_at":"2026-07-05T01:33:22Z"},{"alias_kind":"pith_short_12","alias_value":"LTTGHZFLFQFX","created_at":"2026-07-05T01:33:22Z"},{"alias_kind":"pith_short_16","alias_value":"LTTGHZFLFQFXDJ3I","created_at":"2026-07-05T01:33:22Z"},{"alias_kind":"pith_short_8","alias_value":"LTTGHZFL","created_at":"2026-07-05T01:33:22Z"}],"graph_snapshots":[{"event_id":"sha256:698d85841bee7bcbaf532ca06815159a57c4f5ec9c843839c0f6afc30a843f0e","target":"graph","created_at":"2026-07-05T01:33:22Z","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/2008.00666/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We design and evaluate a novel layout fine-tuning technique for node-link diagrams that facilitates exemplar-based adjustment of a group of substructures in batching mode. The key idea is to transfer user modifications on a local substructure to other substructures in the whole graph that are topologically similar to the exemplar. We first precompute a canonical representation for each substructure with node embedding techniques and then use it for on-the-fly substructure retrieval. We design and develop a light-weight interactive system to enable intuitive adjustment, modification transfer, a","authors_text":"Jiacheng Pan, Jian Chen, Minfeng Zhu, Shuyue Zhou, Siwei Fu, Wei Chen, Wei Zeng, Xiaodong Zhao, Yingcai Wu","cross_cats":["cs.HC"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GR","submitted_at":"2020-08-03T06:36:05Z","title":"Exemplar-based Layout Fine-tuning for Node-link Diagrams"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2008.00666","kind":"arxiv","version":6},"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:db5b4cb697d6c2ea08da2340a054ecd6a970a80390c346d70647670f0d8db58a","target":"record","created_at":"2026-07-05T01:33:22Z","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":"1fe259307e21cd53f9ccfec8c26f4728edc979edeaa09c4691cfcb0e7bcfd321","cross_cats_sorted":["cs.HC"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GR","submitted_at":"2020-08-03T06:36:05Z","title_canon_sha256":"cef015eb9c484dc3e5cb57a97f06eb18aefef9f1b88aea0d18c1a2162b22d241"},"schema_version":"1.0","source":{"id":"2008.00666","kind":"arxiv","version":6}},"canonical_sha256":"5ce663e4ab2c0b71a76825c120cec6369fa2a27e8ddcda0aa7e7adc21b8ee08c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5ce663e4ab2c0b71a76825c120cec6369fa2a27e8ddcda0aa7e7adc21b8ee08c","first_computed_at":"2026-07-05T01:33:22.189286Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T01:33:22.189286Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"xD+SB7rVR1uzPr0Gols3ruanpoAKw27qc3BH/8hYS9SZZdXc4/JeSACv/vY+xgBA5ZPQ9AFCndyASZpV1newDA==","signature_status":"signed_v1","signed_at":"2026-07-05T01:33:22.189726Z","signed_message":"canonical_sha256_bytes"},"source_id":"2008.00666","source_kind":"arxiv","source_version":6}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:db5b4cb697d6c2ea08da2340a054ecd6a970a80390c346d70647670f0d8db58a","sha256:698d85841bee7bcbaf532ca06815159a57c4f5ec9c843839c0f6afc30a843f0e"],"state_sha256":"bed3860641cf451ca93102f64c66c871f5fc175d37c9e9702a64280823204bca"}