Pith Number

pith:X3FDIWV4

pith:2024:X3FDIWV4WBYOHBANYHUSMUWLA5

not attested not anchored not stored refs pending

Uncertainty in Graph Neural Networks: A Survey

Fangxin Wang, Kay Liu, Philip S. Yu, Sourav Medya, Yibo Wang, Yuqing Liu

arxiv:2403.07185 v2 · 2024-03-11 · 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{X3FDIWV4WBYOHBANYHUSMUWLA5}

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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

2 papers in Pith

RSEA-MVGNN: Multi-View Graph Neural Network with Reliable Structural Enhancement and Aggregation

Random-Set Graph Neural Networks

Receipt and verification

First computed	2026-07-05T10:27:08.532702Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

beca345abcb070e3840dc1e92652cb075f564a0051592d0ce93da90f4d788646

Aliases

arxiv: 2403.07185 · arxiv_version: 2403.07185v2 · doi: 10.48550/arxiv.2403.07185 · pith_short_12: X3FDIWV4WBYO · pith_short_16: X3FDIWV4WBYOHBAN · pith_short_8: X3FDIWV4

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/X3FDIWV4WBYOHBANYHUSMUWLA5 \
  | 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: beca345abcb070e3840dc1e92652cb075f564a0051592d0ce93da90f4d788646

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6316d2d0f9e7c3b53c154ea5891462086cfa8918011b511fab769ab5b72e4171",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-11T21:54:52Z",
    "title_canon_sha256": "65c656d46a2f000a8b6e0f78a373539b02b1bd4c9bc9c98ae4fcb08165cd594e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.07185",
    "kind": "arxiv",
    "version": 2
  }
}