Pith Number

pith:ZDPD7GLG

pith:2024:ZDPD7GLGWQEBE5URWSLURPXCH4

not attested not anchored not stored refs pending

NoisyGL: A Comprehensive Benchmark for Graph Neural Networks under Label Noise

Danyu Sun, Haobo Wang, Jiajun Bu, Jiapei Fan, Longtao Huang, Sheng Zhou, Zhonghao Wang

arxiv:2406.04299 v2 · 2024-06-06 · cs.LG · cs.SI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZDPD7GLGWQEBE5URWSLURPXCH4}

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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

Delving into Instance-Dependent Label Noise in Graph Data: A Comprehensive Study and Benchmark

Receipt and verification

First computed	2026-07-05T08:28:42.608256Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c8de3f9966b408127691b49748bee23f14e208a710ab458720461ffcea26c37e

Aliases

arxiv: 2406.04299 · arxiv_version: 2406.04299v2 · doi: 10.48550/arxiv.2406.04299 · pith_short_12: ZDPD7GLGWQEB · pith_short_16: ZDPD7GLGWQEBE5UR · pith_short_8: ZDPD7GLG

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/ZDPD7GLGWQEBE5URWSLURPXCH4 \
  | 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: c8de3f9966b408127691b49748bee23f14e208a710ab458720461ffcea26c37e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc0042d0dbae89b5945309d222fbad6201370b7bc251f36c0c0dd9e6c7cdf66e",
    "cross_cats_sorted": [
      "cs.SI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-06T17:45:00Z",
    "title_canon_sha256": "568d86ccf44f06f076b4acfec6cd3425efebdb7e076f2a2a2d51eb3d24eb6a7b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.04299",
    "kind": "arxiv",
    "version": 2
  }
}