Pith Number

pith:24TCHHKR

pith:2023:24TCHHKR7FGERLTOHE74TKVGCY

not attested not anchored not stored refs pending

Dual Personalization on Federated Recommendation

Bo Yang, Chengqi Zhang, Chunxu Zhang, Guodong Long, Peng Yan, Tianyi Zhou, Zijian Zhang

arxiv:2301.08143 v2 · 2023-01-16 · 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{24TCHHKR7FGERLTOHE74TKVGCY}

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

FedMM: Federated Collaborative Signal Quantization for Multi-Market CTR Prediction

Receipt and verification

First computed	2026-07-05T06:09:47.772070Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d726239d51f94c48ae6e393fc9aaa61628ce8160cdb090d2570506b7955e9635

Aliases

arxiv: 2301.08143 · arxiv_version: 2301.08143v2 · doi: 10.48550/arxiv.2301.08143 · pith_short_12: 24TCHHKR7FGE · pith_short_16: 24TCHHKR7FGERLTO · pith_short_8: 24TCHHKR

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/24TCHHKR7FGERLTOHE74TKVGCY \
  | 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: d726239d51f94c48ae6e393fc9aaa61628ce8160cdb090d2570506b7955e9635

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d6fbc17bddbeba8d118addbf7c6f5477b9e20baa6eb53534d6c3f9035b95fc55",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-01-16T05:26:07Z",
    "title_canon_sha256": "5b619966a13931cd56068792de9b7475b3e560b56aa7c4a6558a294dd14ae2bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.08143",
    "kind": "arxiv",
    "version": 2
  }
}