Pith Number

pith:KQX6EUTF

pith:2022:KQX6EUTFKD5NQW5XK2TZVBRMM2

not attested not anchored not stored refs pending

On-Device Model Fine-Tuning with Label Correction in Recommender Systems

Chaoyue Niu, Chengfei Lyu, Fan Wu, Guihai Chen, Shaojie Tang, Yucheng Ding

arxiv:2211.01163 v1 · 2022-10-21 · cs.IR · 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{KQX6EUTFKD5NQW5XK2TZVBRMM2}

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

Collaborative Inference and Learning between Edge SLMs and Cloud LLMs: A Survey of Algorithms, Execution, and Open Challenges

Receipt and verification

First computed	2026-07-05T05:12:38.847515Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

542fe2526550fad85bb756a79a862c66a16672bc2b080dff7ad6cdd35a7ff625

Aliases

arxiv: 2211.01163 · arxiv_version: 2211.01163v1 · doi: 10.48550/arxiv.2211.01163 · pith_short_12: KQX6EUTFKD5N · pith_short_16: KQX6EUTFKD5NQW5X · pith_short_8: KQX6EUTF

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/KQX6EUTFKD5NQW5XK2TZVBRMM2 \
  | 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: 542fe2526550fad85bb756a79a862c66a16672bc2b080dff7ad6cdd35a7ff625

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd0aeef662f1bbe60b3d93ddc1cf4f4fbd27b8b206674aa694c6f409d843063a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2022-10-21T14:40:18Z",
    "title_canon_sha256": "415e9df5e8ffae01a7cb25c3ff16005c911f94cdd309a988209dfc135c6a1889"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.01163",
    "kind": "arxiv",
    "version": 1
  }
}