Pith Number

pith:EB7ONCUA

pith:2022:EB7ONCUAR4J7KYOSD5E6BWCLQS

not attested not anchored not stored refs pending

Robust Training of Graph Neural Networks via Noise Governance

Danny Z. Chen, Haochao Ying, Jian Wu, Jingbo Zhou, Jintai Chen, Renjun Hu, Siyi Qian

arxiv:2211.06614 v2 · 2022-11-12 · 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{EB7ONCUAR4J7KYOSD5E6BWCLQS}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T05:45:35.017608Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

207ee68a808f13f561d21f49e0d84b84b2e509214a068a02c24fa58b511d8796

Aliases

arxiv: 2211.06614 · arxiv_version: 2211.06614v2 · doi: 10.48550/arxiv.2211.06614 · pith_short_12: EB7ONCUAR4J7 · pith_short_16: EB7ONCUAR4J7KYOS · pith_short_8: EB7ONCUA

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/EB7ONCUAR4J7KYOSD5E6BWCLQS \
  | 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: 207ee68a808f13f561d21f49e0d84b84b2e509214a068a02c24fa58b511d8796

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a1ad2cdf49579dda0b62fe02ea5262eab1b1870c4cbd58f5a2810c8519b05bcb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-12T09:25:32Z",
    "title_canon_sha256": "b48c8d058085da093f092a8eb86f7ebcadc5a39746bd45458261f16588d09177"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.06614",
    "kind": "arxiv",
    "version": 2
  }
}