Pith Number

pith:G5H7L52B

pith:2023:G5H7L52BPY7EEJAVT426YGKWXE

not attested not anchored not stored refs pending

TWIN: TWo-stage Interest Network for Lifelong User Behavior Modeling in CTR Prediction at Kuaishou

Chenbin Zhang, Dewei Leng, Jianxin Chang, Jing Lu, Kun Gai, Lin Guan, Xiaoxue Zang, Yanan Niu, Yang Song, Yiqun Hui, Zhiyi Fu

arxiv:2302.02352 v2 · 2023-02-05 · 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{G5H7L52BPY7EEJAVT426YGKWXE}

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

Deep Multiple Quantization Network on Long Behavior Sequence for Click-Through Rate Prediction

Receipt and verification

First computed	2026-07-05T06:24:48.505566Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

374ff5f7417e3e4224159f35ec1956b918f269ea4947302512bee671fd2c7c12

Aliases

arxiv: 2302.02352 · arxiv_version: 2302.02352v2 · doi: 10.48550/arxiv.2302.02352 · pith_short_12: G5H7L52BPY7E · pith_short_16: G5H7L52BPY7EEJAV · pith_short_8: G5H7L52B

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/G5H7L52BPY7EEJAVT426YGKWXE \
  | 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: 374ff5f7417e3e4224159f35ec1956b918f269ea4947302512bee671fd2c7c12

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f54c0a1b489d30c8d64d57cc380b2ec13422f240280e2d72d47d971ed6146e45",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-02-05T10:04:45Z",
    "title_canon_sha256": "c71fc6b5ed435560c9816787dcf7b9c98d0e6d8db0f6abe7ded7247d174ea92b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.02352",
    "kind": "arxiv",
    "version": 2
  }
}