Pith Number

pith:CQ354PE7

pith:2024:CQ354PE7RKEEAQXCKVHAO7MZ5A

not attested not anchored not stored refs pending

Personalized One-shot Federated Graph Learning for Heterogeneous Clients

Guochen Yan, Luyuan Xie, Qingni Shen, Xunkai Li, Yuejian Fang, Zhonghai Wu

arxiv:2411.11304 v7 · 2024-11-18 · 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{CQ354PE7RKEEAQXCKVHAO7MZ5A}

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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

A Comprehensive Data-centric Overview of Federated Graph Learning

Receipt and verification

First computed	2026-07-05T11:49:32.011470Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1437de3c9f8a884042e2554e077d99e80a22b859b93950e6e57b834ff654666d

Aliases

arxiv: 2411.11304 · arxiv_version: 2411.11304v7 · doi: 10.48550/arxiv.2411.11304 · pith_short_12: CQ354PE7RKEE · pith_short_16: CQ354PE7RKEEAQXC · pith_short_8: CQ354PE7

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/CQ354PE7RKEEAQXCKVHAO7MZ5A \
  | 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: 1437de3c9f8a884042e2554e077d99e80a22b859b93950e6e57b834ff654666d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df4fdfd58e271bf780ad438d6320851445050fbcebe926a12cde0eac5ea5520e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-18T05:59:29Z",
    "title_canon_sha256": "1dc3d6e7c641081bcf11b29efeb7324e406ccb2489537dc3640374e180b139e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.11304",
    "kind": "arxiv",
    "version": 7
  }
}