Pith Number

pith:NPEW2CKJ

pith:2024:NPEW2CKJWSVGJX32533Q5PCAFT

not attested not anchored not stored refs pending

A Collaborative Ensemble Framework for CTR Prediction

Bo Long, Chaofei Yang, Donghyun Kim, Hanghang Tong, Jiyan Yang, Mengyue Hang, Philip S. Yu, Rong Jin, Siyang Yuan, Weinan Song, Wen-yen Chen, Xiaolong Liu, Xiaoyi Liu, Yiping Han, Yiqun Liu, Zhichen Zeng

arxiv:2411.13700 v1 · 2024-11-20 · cs.IR · 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{NPEW2CKJWSVGJX32533Q5PCAFT}

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

2 papers in Pith

Mixture of Sequence: Theme-Aware Mixture-of-Experts for Long-Sequence Recommendation

FLAME: Condensing Ensemble Diversity into a Single Network for Efficient Sequential Recommendation

Receipt and verification

First computed	2026-07-05T09:38:35.874502Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6bc96d0949b4aa64df7aeef70ebc402cc027815c0006bb7b9c2d215467352104

Aliases

arxiv: 2411.13700 · arxiv_version: 2411.13700v1 · doi: 10.48550/arxiv.2411.13700 · pith_short_12: NPEW2CKJWSVG · pith_short_16: NPEW2CKJWSVGJX32 · pith_short_8: NPEW2CKJ

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/NPEW2CKJWSVGJX32533Q5PCAFT \
  | 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: 6bc96d0949b4aa64df7aeef70ebc402cc027815c0006bb7b9c2d215467352104

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f7da123c6d61f41000ba950c7e5f44bb618431ad4d5f4a377f507c7a6dde170e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-11-20T20:38:56Z",
    "title_canon_sha256": "c7a0824c9b9ecaa8d62724d7b738fb7d50ca351b783a09c443cc289c7f8282bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.13700",
    "kind": "arxiv",
    "version": 1
  }
}