Pith Number

pith:BFREB5MD

pith:2023:BFREB5MDHW5K26AGSWKOFMCQP4

not attested not anchored not stored refs pending

Equipping Federated Graph Neural Networks with Structure-aware Group Fairness

Nan Cui, Violet Chen, Wendy Hui Wang, Xiuling Wang, Yue Ning

arxiv:2310.12350 v3 · 2023-10-18 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BFREB5MDHW5K26AGSWKOFMCQP4}

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	2026-07-05T08:18:45.259336Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

096240f5833dbaad78069594e2b0507f1a23011e6234f7b66d16e1e889a49c26

Aliases

arxiv: 2310.12350 · arxiv_version: 2310.12350v3 · doi: 10.48550/arxiv.2310.12350 · pith_short_12: BFREB5MDHW5K · pith_short_16: BFREB5MDHW5K26AG · pith_short_8: BFREB5MD

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/BFREB5MDHW5K26AGSWKOFMCQP4 \
  | 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: 096240f5833dbaad78069594e2b0507f1a23011e6234f7b66d16e1e889a49c26

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3797e28c0b87160d1cbc131999d8faef806c8c479a790bac511c6b38761ceeb9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-18T21:51:42Z",
    "title_canon_sha256": "df87c2fb10e721376d48c6d50b78dfa8d37b8c272bce8b2e8752ed9f1b06f9bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.12350",
    "kind": "arxiv",
    "version": 3
  }
}