Pith Number

pith:D2QJBZRC

pith:2024:D2QJBZRCKJJNTV53HOMGZ6JX6Q

not attested not anchored not stored refs pending

From Collapse to Stability: A Knowledge-Driven Ensemble Framework for Scaling Up Click-Through Rate Prediction Models

Guangming Cui, Honghao Li, Lei Sang, Yiwen Zhang, Yi Zhang

arxiv:2411.16122 v2 · 2024-11-25 · cs.IR

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{D2QJBZRCKJJNTV53HOMGZ6JX6Q}

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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

Revisiting Feature Interactions from the Perspective of Quadratic Neural Networks for Click-through Rate Prediction

Receipt and verification

First computed	2026-07-05T11:24:09.340471Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ea090e6225252d9d7bb3b986cf937f41d291f185ae3ad9e096bcd7a11800ae0

Aliases

arxiv: 2411.16122 · arxiv_version: 2411.16122v2 · doi: 10.48550/arxiv.2411.16122 · pith_short_12: D2QJBZRCKJJN · pith_short_16: D2QJBZRCKJJNTV53 · pith_short_8: D2QJBZRC

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/D2QJBZRCKJJNTV53HOMGZ6JX6Q \
  | 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: 1ea090e6225252d9d7bb3b986cf937f41d291f185ae3ad9e096bcd7a11800ae0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7f8bd02d520581006cfb12a46a68540015e40292e9be4aaa4045d330ab6dc84a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-11-25T06:14:20Z",
    "title_canon_sha256": "57373ad027a3096b2697ddc0d8f87b243874c7a4a717c4b52b813d97b12fdb92"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.16122",
    "kind": "arxiv",
    "version": 2
  }
}