Pith. sign in
Pith Number

pith:B2WQAJWF

pith:2024:B2WQAJWF4KVTNPGQYAVRSM7SPH
not attested not anchored not stored refs pending

FedSheafHN: Personalized Federated Learning on Graph-structured Data

Rui She, Wee Peng Tay, Wenfei Liang, Yanan Zhao, Yiming Li

arxiv:2405.16056 v3 · 2024-05-25 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{B2WQAJWF4KVTNPGQYAVRSM7SPH}

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

Receipt and verification
First computed 2026-07-05T08:25:34.789423Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0ead0026c5e2ab36bcd0c02b1933f279cc36659f56940fd1fe7b744a73224657

Aliases

arxiv: 2405.16056 · arxiv_version: 2405.16056v3 · doi: 10.48550/arxiv.2405.16056 · pith_short_12: B2WQAJWF4KVT · pith_short_16: B2WQAJWF4KVTNPGQ · pith_short_8: B2WQAJWF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/B2WQAJWF4KVTNPGQYAVRSM7SPH \
  | 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: 0ead0026c5e2ab36bcd0c02b1933f279cc36659f56940fd1fe7b744a73224657
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "6933b7dd67995b5b2653bdee468e07394df30a93b990f6f83e689a1cd7805a71",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-25T04:51:41Z",
    "title_canon_sha256": "75e985da86f1182d6351d1ebb40aad0d7e9ce89af9d2c8f298a4a8a9f5d591a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.16056",
    "kind": "arxiv",
    "version": 3
  }
}