Pith Number

pith:ZWPBEJW7

pith:2024:ZWPBEJW7J5DWU5UTUG77U43WA6

not attested not anchored not stored refs pending

TWIN V2: Scaling Ultra-Long User Behavior Sequence Modeling for Enhanced CTR Prediction at Kuaishou

Chenbin Zhang, Dewei Leng, Jing Lu, Kai Zheng, Kun Gai, Lin Guan, Xiaoxue Zang, Xingchao Cao, Yanan Niu, Yang Song, Yichen Zheng, Yiqun Hui, Zeyu Yang, Zhongxiang Sun, Zihua Si

arxiv:2407.16357 v2 · 2024-07-23 · cs.IR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZWPBEJW7J5DWU5UTUG77U43WA6}

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	2026-07-05T08:55:51.341860Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd9e1226df4f476a7693a1bffa737607bb773f8ac9c52a6b324e478ba7c1999d

Aliases

arxiv: 2407.16357 · arxiv_version: 2407.16357v2 · doi: 10.48550/arxiv.2407.16357 · pith_short_12: ZWPBEJW7J5DW · pith_short_16: ZWPBEJW7J5DWU5UT · pith_short_8: ZWPBEJW7

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/ZWPBEJW7J5DWU5UTUG77U43WA6 \
  | 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: cd9e1226df4f476a7693a1bffa737607bb773f8ac9c52a6b324e478ba7c1999d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b1aa0695ee13636c317d4d039ac27c0e092a9488c856fa7f77897397677f969",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-07-23T10:00:45Z",
    "title_canon_sha256": "33e8df779517aa0cf4029b69573441c528313f367bb20cfd7857d099f55a96af"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.16357",
    "kind": "arxiv",
    "version": 2
  }
}