Pith Number

pith:CIO63OFV

pith:2021:CIO63OFVKOY5HZ36OPFVUWQKYX

not attested not anchored not stored refs pending

Dynamic Graph Learning-Neural Network for Multivariate Time Series Modeling

Gaowei Zhang, Jie Yu, Lingyu Xu, Zhuoling Li

arxiv:2112.03273 v1 · 2021-12-06 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CIO63OFVKOY5HZ36OPFVUWQKYX}

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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.

Cited by

1 paper in Pith

A Batch-Insensitive Dynamic GNN Approach to Address Temporal Discontinuity in Graph Streams

Receipt and verification

First computed	2026-07-05T03:38:44.006887Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

121dedb8b553b1d3e77e73cb5a5a0ac5ebcecd2dc2e230fbfec5088d1529d3c2

Aliases

arxiv: 2112.03273 · arxiv_version: 2112.03273v1 · doi: 10.48550/arxiv.2112.03273 · pith_short_12: CIO63OFVKOY5 · pith_short_16: CIO63OFVKOY5HZ36 · pith_short_8: CIO63OFV

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/CIO63OFVKOY5HZ36OPFVUWQKYX \
  | 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: 121dedb8b553b1d3e77e73cb5a5a0ac5ebcecd2dc2e230fbfec5088d1529d3c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b705b0217cabb6d093146578dc74c74bb17ae76d7417fe29ac05d831421b4e7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-12-06T08:19:15Z",
    "title_canon_sha256": "e3aa79f5b84cbe5e8ac9b5a9b5da7c5a2ea4dd541b0bbf96fce10982dae9b42c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.03273",
    "kind": "arxiv",
    "version": 1
  }
}