Pith Number

pith:5S3AA32X

pith:2025:5S3AA32XNH5LIO47LEHHL5ORKH

not attested not anchored not stored refs pending

Online Location Planning for AI-Defined Vehicles: Optimizing Joint Tasks of Order Serving and Spatio-Temporal Heterogeneous Model Fine-Tuning

Bokeng Zheng, Bo Rao, Chee Wei Tan, Jingpu Duan, Tianxiang Zhu, Xiaoxi Zhang, Xu Chen, Zhi Zhou

arxiv:2502.04399 v1 · 2025-02-06 · cs.LG · cs.AI · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5S3AA32XNH5LIO47LEHHL5ORKH}

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.

Cited by

1 paper in Pith

Decentralized Rank Scheduling for Energy-Constrained Multi-Task Federated Fine-Tuning in Edge-Assisted IoV Networks

Receipt and verification

First computed	2026-07-05T10:10:50.980509Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ecb6006f5769fab43b9f590e75f5d151eb897c1ed12be0137fdd3a4859ff6c07

Aliases

arxiv: 2502.04399 · arxiv_version: 2502.04399v1 · doi: 10.48550/arxiv.2502.04399 · pith_short_12: 5S3AA32XNH5L · pith_short_16: 5S3AA32XNH5LIO47 · pith_short_8: 5S3AA32X

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/5S3AA32XNH5LIO47LEHHL5ORKH \
  | 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: ecb6006f5769fab43b9f590e75f5d151eb897c1ed12be0137fdd3a4859ff6c07

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f1b4b636c932e748ba83dfc9336fddbd246dca17c759d3a5b866dd4b84fd435e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-06T07:23:40Z",
    "title_canon_sha256": "c19aa939dc2b6e395fe43dda274d739f5c0cc0c0a1dd7cdfc3d2f28780fbd9c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.04399",
    "kind": "arxiv",
    "version": 1
  }
}