Pith Number

pith:MUOMERZ6

pith:2025:MUOMERZ66VH7QDCMDGDFDZYJAV

not attested not anchored not stored refs pending

GENE-FL: Gene-Driven Parameter-Efficient Dynamic Federated Learning

Jiaqi Lv, Qiufeng Wang, Shunxin Guo, Xin Geng

arxiv:2504.14628 v1 · 2025-04-20 · cs.DC · 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{MUOMERZ66VH7QDCMDGDFDZYJAV}

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	2026-07-05T10:51:47.840678Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

651cc2473ef54ff80c4c198651e70905795d33f98347607fe94984a2942256c9

Aliases

arxiv: 2504.14628 · arxiv_version: 2504.14628v1 · doi: 10.48550/arxiv.2504.14628 · pith_short_12: MUOMERZ66VH7 · pith_short_16: MUOMERZ66VH7QDCM · pith_short_8: MUOMERZ6

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/MUOMERZ66VH7QDCMDGDFDZYJAV \
  | 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: 651cc2473ef54ff80c4c198651e70905795d33f98347607fe94984a2942256c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "07e6ed0b02137b0ff1d5049d44923067baefaab0b2370b2e14fb87f26634f668",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-04-20T14:10:02Z",
    "title_canon_sha256": "21e36b16e1124cdd17819aee470ee9d8dec2a1a546f369cad95281d4760c9fa5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.14628",
    "kind": "arxiv",
    "version": 1
  }
}