Pith Number

pith:FU4QAM64

pith:2021:FU4QAM647UEGA4AIZZRYBZHSF2

not attested not anchored not stored refs pending

FedGraph: Federated Graph Learning with Intelligent Sampling

Celimuge Wu, Fahao Chen, Peng Li, Toshiaki Miyazaki

arxiv:2111.01370 v1 · 2021-11-02 · cs.LG · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FU4QAM647UEGA4AIZZRYBZHSF2}

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

FedGAT: A Privacy-Preserving Federated Approximation Algorithm for Graph Attention Networks

Receipt and verification

First computed	2026-07-05T03:28:02.144079Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d390033dcfd08607008ce6380e4f22e89885159f612036d2b44c1cb5ec46532

Aliases

arxiv: 2111.01370 · arxiv_version: 2111.01370v1 · doi: 10.48550/arxiv.2111.01370 · pith_short_12: FU4QAM647UEG · pith_short_16: FU4QAM647UEGA4AI · pith_short_8: FU4QAM64

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/FU4QAM647UEGA4AIZZRYBZHSF2 \
  | 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: 2d390033dcfd08607008ce6380e4f22e89885159f612036d2b44c1cb5ec46532

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "01c0f8340408668e8b0adfa271da9891f4f07a4513d675d5033621f4b31a4be6",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-02T04:58:03Z",
    "title_canon_sha256": "3a1768aca62fad7e855c61ac566ac7eea3de13a24fd923af673a75d82f8c2d68"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.01370",
    "kind": "arxiv",
    "version": 1
  }
}