Pith Number

pith:JE4CSFAK

pith:2025:JE4CSFAKBJVHSRRL744F2AMG7F

not attested not anchored not stored refs pending

Forward Once for All: Structural Parameterized Adaptation for Efficient Cloud-coordinated On-device Recommendation

Fan Wu, Kairui Fu, Kun Kuang, Shengyu Zhang, Zheqi Lv

arxiv:2501.02837 v1 · 2025-01-06 · cs.DC · cs.AI · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JE4CSFAKBJVHSRRL744F2AMG7F}

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	2026-07-05T09:57:25.684204Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

493829140a0a6a79462bff385d0186f9711ddaa016f57ff43ef8ff4e374a10d1

Aliases

arxiv: 2501.02837 · arxiv_version: 2501.02837v1 · doi: 10.48550/arxiv.2501.02837 · pith_short_12: JE4CSFAKBJVH · pith_short_16: JE4CSFAKBJVHSRRL · pith_short_8: JE4CSFAK

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/JE4CSFAKBJVHSRRL744F2AMG7F \
  | 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: 493829140a0a6a79462bff385d0186f9711ddaa016f57ff43ef8ff4e374a10d1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "34571f7f837219a0684339692345f1dbdabedb948495e96861d5afc3cd48ac00",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-01-06T08:32:16Z",
    "title_canon_sha256": "897c82a11bd6d168a85fa4142f0836cb7e44f3ab0dfd4bd105e5233991971491"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.02837",
    "kind": "arxiv",
    "version": 1
  }
}