Pith Number

pith:DNK7I5HE

pith:2021:DNK7I5HEUSGYLCJQQ77PIGDICA

not attested not anchored not stored refs pending

FL-AGCNS: Federated Learning Framework for Automatic Graph Convolutional Network Search

Bozhou Chen, Chunnan Wang, Geng Li, Hongzhi Wang

arxiv:2104.04141 v1 · 2021-04-09 · 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{DNK7I5HEUSGYLCJQQ77PIGDICA}

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	2026-07-05T02:30:36.078493Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b55f474e4a48d85893087fef41868103a326901fb99ee7d190ca382019fad5d

Aliases

arxiv: 2104.04141 · arxiv_version: 2104.04141v1 · doi: 10.48550/arxiv.2104.04141 · pith_short_12: DNK7I5HEUSGY · pith_short_16: DNK7I5HEUSGYLCJQ · pith_short_8: DNK7I5HE

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/DNK7I5HEUSGYLCJQQ77PIGDICA \
  | 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: 1b55f474e4a48d85893087fef41868103a326901fb99ee7d190ca382019fad5d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f8543e99208afe26472012933fb74ca51b40651754652e21ef83e94149e73139",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-04-09T01:42:06Z",
    "title_canon_sha256": "539a399c2cd7bf0b8fc91fdda16dd94008bd2a20f92d1fa976f1a3f39fdf8bae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.04141",
    "kind": "arxiv",
    "version": 1
  }
}