Pith. sign in
Pith Number

pith:J4XMVWMF

pith:2021:J4XMVWMFG5DMTVAAVRHGWMFVWV
not attested not anchored not stored refs pending

Anomaly Detection in Dynamic Graphs via Transformer

Fei Xiong, Liang Wang, Qingfeng Chen, Shirui Pan, Vincent CS Lee, Yixin Liu, Yu Guang Wang

arxiv:2106.09876 v2 · 2021-06-18 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{J4XMVWMFG5DMTVAAVRHGWMFVWV}

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Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.
Receipt and verification
First computed 2026-07-05T03:26:42.285655Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4f2ecad9853746c9d400ac4e6b30b5b55eec090d9013b4ffd731b0a80945a0fc

Aliases

arxiv: 2106.09876 · arxiv_version: 2106.09876v2 · doi: 10.48550/arxiv.2106.09876 · pith_short_12: J4XMVWMFG5DM · pith_short_16: J4XMVWMFG5DMTVAA · pith_short_8: J4XMVWMF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/J4XMVWMFG5DMTVAAVRHGWMFVWV \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 4f2ecad9853746c9d400ac4e6b30b5b55eec090d9013b4ffd731b0a80945a0fc
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "38b8175e73952e33c25c872dd460d9e1e188ba6f40cabe5fc7b17322dd164a6e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-18T02:27:19Z",
    "title_canon_sha256": "5fce059d7d3b6ed9995e5ab8ac4d154edd08d4ccdab4f1dcd17420c67ceefd8c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.09876",
    "kind": "arxiv",
    "version": 2
  }
}