Pith Number

pith:YOBY3T5Q

pith:2025:YOBY3T5Q5DODRPZSUH2L33PFGV

not attested not anchored not stored refs pending

A Comprehensive Data-centric Overview of Federated Graph Learning

Guochen Yan, Guoren Wang, Hao Zhang, Rong-Hua Li, Xinmo Jin, Xunkai Li, Yanyu Yan, Yinlin Zhu, Yuming Ai, Zekai Chen, Zhengyu Wu

arxiv:2507.16541 v1 · 2025-07-22 · cs.LG · cs.AI · 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{YOBY3T5Q5DODRPZSUH2L33PFGV}

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.

Cited by

1 paper in Pith

STAGE: Tackling Semantic Drift in Multimodal Federated Graph Learning

Receipt and verification

First computed	2026-07-05T11:41:11.750605Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c3838dcfb0e8dc38bf32a1f4bdede5355ba1ae8e4e82eafc436c60d4e16e8e4d

Aliases

arxiv: 2507.16541 · arxiv_version: 2507.16541v1 · doi: 10.48550/arxiv.2507.16541 · pith_short_12: YOBY3T5Q5DOD · pith_short_16: YOBY3T5Q5DODRPZS · pith_short_8: YOBY3T5Q

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/YOBY3T5Q5DODRPZSUH2L33PFGV \
  | 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: c3838dcfb0e8dc38bf32a1f4bdede5355ba1ae8e4e82eafc436c60d4e16e8e4d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03207fdde27e17fa4b7433f9585c3a807d28b1a657a387377ef480e6a9f5dccd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-22T12:49:24Z",
    "title_canon_sha256": "fbd5d88b55cb7801f31622cf0f73fd8eff454207b8d156d82466ba5bb234ab89"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.16541",
    "kind": "arxiv",
    "version": 1
  }
}