{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:RNNTB7M5ONBUJU4NHTUH4LJZ64","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":"5b1f75039cd27c2b94f0c450610328ab44054c0f8b681843d7e976345f9f047f","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2023-06-18T00:50:36Z","title_canon_sha256":"14bb20c040a83715ed43a95ab1d2bcfd1bba11a3478d8c70088c96434367248d"},"schema_version":"1.0","source":{"id":"2306.10447","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2306.10447","created_at":"2026-07-05T07:47:25Z"},{"alias_kind":"arxiv_version","alias_value":"2306.10447v2","created_at":"2026-07-05T07:47:25Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2306.10447","created_at":"2026-07-05T07:47:25Z"},{"alias_kind":"pith_short_12","alias_value":"RNNTB7M5ONBU","created_at":"2026-07-05T07:47:25Z"},{"alias_kind":"pith_short_16","alias_value":"RNNTB7M5ONBUJU4N","created_at":"2026-07-05T07:47:25Z"},{"alias_kind":"pith_short_8","alias_value":"RNNTB7M5","created_at":"2026-07-05T07:47:25Z"}],"graph_snapshots":[{"event_id":"sha256:c5d8439368b9ce24bf8ffe95927f14aa99f46e88b6ccf4e134cd3d5f70b62bed","target":"graph","created_at":"2026-07-05T07:47:25Z","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/2306.10447/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Graph neural networks (GNNs) have emerged as a powerful model to capture critical graph patterns. Instead of treating them as black boxes in an end-to-end fashion, attempts are arising to explain the model behavior. Existing works mainly focus on local interpretation to reveal the discriminative pattern for each individual instance, which however cannot directly reflect the high-level model behavior across instances. To gain global insights, we aim to answer an important question that is not yet well studied: how to provide a global interpretation for the graph learning procedure? We formulate","authors_text":"Lu Lin, Wei Jin, Yi Nian, Yurui Chang","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2023-06-18T00:50:36Z","title":"Globally Interpretable Graph Learning via Distribution Matching"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2306.10447","kind":"arxiv","version":2},"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":"sha256:26bf92b0d2a68c4be4cf6b674f70530a6b68a845fe0cad6baa920cbf73b54629","target":"record","created_at":"2026-07-05T07:47:25Z","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":"5b1f75039cd27c2b94f0c450610328ab44054c0f8b681843d7e976345f9f047f","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2023-06-18T00:50:36Z","title_canon_sha256":"14bb20c040a83715ed43a95ab1d2bcfd1bba11a3478d8c70088c96434367248d"},"schema_version":"1.0","source":{"id":"2306.10447","kind":"arxiv","version":2}},"canonical_sha256":"8b5b30fd9d734344d38d3ce87e2d39f718358f1622ba02c30140acae27c472af","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"8b5b30fd9d734344d38d3ce87e2d39f718358f1622ba02c30140acae27c472af","first_computed_at":"2026-07-05T07:47:25.520826Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:47:25.520826Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"pjn0i93TJxzbI17ZgZ3UXzgidqif6H/8XaaJm9XLlne0DYV15McPZaBYJZFADqX5I/RPmthzHluPZF/bUOI8DA==","signature_status":"signed_v1","signed_at":"2026-07-05T07:47:25.521184Z","signed_message":"canonical_sha256_bytes"},"source_id":"2306.10447","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:26bf92b0d2a68c4be4cf6b674f70530a6b68a845fe0cad6baa920cbf73b54629","sha256:c5d8439368b9ce24bf8ffe95927f14aa99f46e88b6ccf4e134cd3d5f70b62bed"],"state_sha256":"9282aa0b9dc1f042ea8ff596aa69afcd5e15bd8e2435f7cf11db937c0402896e"}