Pith Number

pith:FTSQPHKS

pith:2023:FTSQPHKS4GDF52RKBOKKLPA34L

not attested not anchored not stored refs pending

ZooPFL: Exploring Black-box Foundation Models for Personalized Federated Learning

Damien Teney, Haohan Wang, Hao Yu, Jindong Wang, Qiang Yang, Wang Lu, Xiangyang Ji, Xing Xie, Yiqiang Chen

arxiv:2310.05143 v1 · 2023-10-08 · cs.AI · 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{FTSQPHKS4GDF52RKBOKKLPA34L}

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	2026-07-05T06:58:27.345254Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ce5079d52e1865eea2a0b94a5bc1be2d72d089d2adcf13ddb480bf4daf7ac0c

Aliases

arxiv: 2310.05143 · arxiv_version: 2310.05143v1 · doi: 10.48550/arxiv.2310.05143 · pith_short_12: FTSQPHKS4GDF · pith_short_16: FTSQPHKS4GDF52RK · pith_short_8: FTSQPHKS

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/FTSQPHKS4GDF52RKBOKKLPA34L \
  | 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: 2ce5079d52e1865eea2a0b94a5bc1be2d72d089d2adcf13ddb480bf4daf7ac0c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d5d7454143a439731b22fc90349bde0aed73ffe8fdf605281f69b3632cc76b8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-10-08T12:26:13Z",
    "title_canon_sha256": "093b632635334778e1e2b834be076490a2f0eefc750f2e4b203934d56bbaa407"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.05143",
    "kind": "arxiv",
    "version": 1
  }
}