Pith Number

pith:NO47CJUP

pith:2024:NO47CJUP3LNIGR4CALR7XBQW3X

not attested not anchored not stored refs pending

Federated Graph Learning with Adaptive Importance-based Sampling

Anran Li, Chao Ren, Han Yu, Ming Hu, Qingyu Chen, Tianlin Li, Wenhan Wang, Yuanyuan Chen

arxiv:2409.14655 v1 · 2024-09-23 · cs.DC · cs.CR · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NO47CJUP3LNIGR4CALR7XBQW3X}

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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

Towards Communication-Efficient Decentralized Federated Graph Learning over Non-IID Data

Receipt and verification

First computed	2026-07-05T09:10:19.752714Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6bb9f1268fdada83478202e3fb8616ddfb5d637dc20911aa40dd8e0d80689257

Aliases

arxiv: 2409.14655 · arxiv_version: 2409.14655v1 · doi: 10.48550/arxiv.2409.14655 · pith_short_12: NO47CJUP3LNI · pith_short_16: NO47CJUP3LNIGR4C · pith_short_8: NO47CJUP

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/NO47CJUP3LNIGR4CALR7XBQW3X \
  | 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: 6bb9f1268fdada83478202e3fb8616ddfb5d637dc20911aa40dd8e0d80689257

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d402e29a899e83263fa584c1a0e4ec096549abe5fd149571813e1b711d6bf7d",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-09-23T01:49:20Z",
    "title_canon_sha256": "89ae53350e6f1bbed39d8ef3e85d584082a8eb365d142c9a565218c81da1945e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.14655",
    "kind": "arxiv",
    "version": 1
  }
}