Pith Number

pith:TEICTCV4

pith:2024:TEICTCV4ODZVOQAPEFSMSQOGMU

not attested not anchored not stored refs pending

Advances and Open Challenges in Federated Foundation Models

Alysa Ziying Tan, Anran Li, Bo Zhao, Chao Ren, Han Yu, Hongyi Peng, Liping Yi, Qiang Yang, Xiaoli Tang, Xiaoxiao Li, Yulan Gao, Zengxiang Li

arxiv:2404.15381 v4 · 2024-04-23 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TEICTCV4ODZVOQAPEFSMSQOGMU}

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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

2 papers in Pith

Federated Co-tuning Framework for Large and Small Language Models

FedSDR: Federated Self-Distillation with Rectification

Receipt and verification

First computed	2026-07-05T09:04:35.328285Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9910298abc70f357400f2164c941c6651ea310e842b711c7e7cd5f7fd080cdce

Aliases

arxiv: 2404.15381 · arxiv_version: 2404.15381v4 · doi: 10.48550/arxiv.2404.15381 · pith_short_12: TEICTCV4ODZV · pith_short_16: TEICTCV4ODZVOQAP · pith_short_8: TEICTCV4

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/TEICTCV4ODZVOQAPEFSMSQOGMU \
  | 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: 9910298abc70f357400f2164c941c6651ea310e842b711c7e7cd5f7fd080cdce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e51374397cff44962faa0e5833081bce5dfdd48ac07d1c95333f7fe35ec471d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-23T09:44:58Z",
    "title_canon_sha256": "26fba4c0655836458dfac3ad8090b9adc7811da81a8e28b68981a6214d7adec3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.15381",
    "kind": "arxiv",
    "version": 4
  }
}