Pith Number

pith:T4RMZTTK

pith:2021:T4RMZTTKHLLO5FTYUEV3WBVNJG

not attested not anchored not stored refs pending

SCR: Training Graph Neural Networks with Consistency Regularization

Chenhui Zhang, Feng He, Hongyun Cai, Jie Tang, Wenzheng Feng, Xu Cheng, Yufei He, Yukuo Cen, Yuxiao Dong, Zhenyu Hou

arxiv:2112.04319 v2 · 2021-12-08 · cs.SI · cs.LG · stat.ML

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

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\usepackage{pith}
\pithnumber{T4RMZTTKHLLO5FTYUEV3WBVNJG}

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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

Optimal Transport-Guided Adversarial Attacks on Graph Neural Network-Based Bot Detection

Receipt and verification

First computed	2026-07-05T04:31:11.638267Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f22ccce6a3ad6ee9678a12bbb06ad49b9271d57c150b659bd7ed625197fe7cd

Aliases

arxiv: 2112.04319 · arxiv_version: 2112.04319v2 · doi: 10.48550/arxiv.2112.04319 · pith_short_12: T4RMZTTKHLLO · pith_short_16: T4RMZTTKHLLO5FTY · pith_short_8: T4RMZTTK

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/T4RMZTTKHLLO5FTYUEV3WBVNJG \
  | 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: 9f22ccce6a3ad6ee9678a12bbb06ad49b9271d57c150b659bd7ed625197fe7cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8ea62caf8c990a44921cbb28b8840d1c848a7cf0fb1ddb00f793713e02902f84",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SI",
    "submitted_at": "2021-12-08T14:51:30Z",
    "title_canon_sha256": "2cc9d26c59323ebb0fb04c33b4b3c9c7d2ff921dc3069d0f3ed86bf4002010d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.04319",
    "kind": "arxiv",
    "version": 2
  }
}