Pith Number

pith:UK5KYGYJ

pith:2025:UK5KYGYJU63NI62AHM43ANKYQL

not attested not anchored not stored refs pending

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

Qi Liu, Qingchen Xie, Zhuoxing Wei

arxiv:2508.20865 v1 · 2025-08-28 · 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{UK5KYGYJU63NI62AHM43ANKYQL}

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	2026-07-05T12:01:12.396518Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2baac1b09a7b6d47b403b39b0355882ceae2e4df29d8df1f15c72f6db26ec5e

Aliases

arxiv: 2508.20865 · arxiv_version: 2508.20865v1 · doi: 10.48550/arxiv.2508.20865 · pith_short_12: UK5KYGYJU63N · pith_short_16: UK5KYGYJU63NI62A · pith_short_8: UK5KYGYJ

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/UK5KYGYJU63NI62AHM43ANKYQL \
  | 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: a2baac1b09a7b6d47b403b39b0355882ceae2e4df29d8df1f15c72f6db26ec5e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6edc4d6f08a14b769a453d87fc5367532e5195f97b57075648cc1fc6030eb044",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-08-28T14:58:47Z",
    "title_canon_sha256": "07b5854385adb6f713ec923f6b681f8ba999287e5d5d0d32627081a7c0aba529"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.20865",
    "kind": "arxiv",
    "version": 1
  }
}