Pith Number

pith:QCBUKHQ2

pith:2025:QCBUKHQ2SY6DVNBN6G3VIPZD6C

not attested not anchored not stored refs pending

Multimodal Federated Learning: A Survey through the Lens of Different FL Paradigms

Jieming Bian, Jie Xu, Lei Wang, Yin Huang, Yuanzhe Peng

arxiv:2505.21792 v1 · 2025-05-27 · cs.LG · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QCBUKHQ2SY6DVNBN6G3VIPZD6C}

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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

FedLAB: Traceable Semantic Codebooks for Federated Multimodal Graph Foundation Learning

Receipt and verification

First computed	2026-07-05T11:11:03.633706Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8083451e1a963c3ab42df1b7543f23f08e528aaaf47feb09552cd09c7ceeb9a4

Aliases

arxiv: 2505.21792 · arxiv_version: 2505.21792v1 · doi: 10.48550/arxiv.2505.21792 · pith_short_12: QCBUKHQ2SY6D · pith_short_16: QCBUKHQ2SY6DVNBN · pith_short_8: QCBUKHQ2

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/QCBUKHQ2SY6DVNBN6G3VIPZD6C \
  | 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: 8083451e1a963c3ab42df1b7543f23f08e528aaaf47feb09552cd09c7ceeb9a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "91330e313c4bff072285744d68b4ade52ee54ca3325adfb70d4446b52bcc8876",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-27T21:47:20Z",
    "title_canon_sha256": "1feef40267e742f7219b5c9d57d383e570d9c2a2e9dbd729779d771c3efb3c65"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.21792",
    "kind": "arxiv",
    "version": 1
  }
}