Pith Number

pith:4H4WWUJM

pith:2023:4H4WWUJMPNMCKZ2DAFNYHNQZAE

not attested not anchored not stored refs pending

AutoML for Large Capacity Modeling of Meta's Ranking Systems

Buyun Zhang, Daifeng Guo, Eugen Hotaj, Hang Yin, Huayu Li, Jamey Zhang, Jiang Liu, Jiyan Yang, Kuang-Hung Liu, Mengying Sun, Rudresh Rajnikant Panchal, Shali Jiang, Vivek Sehgal, Wei Wen, Wen-yen Chen, Xi Liu, Yuxin Chen, Zhengxing Chen, Zhou Wang

arxiv:2311.07870 v2 · 2023-11-14 · 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{4H4WWUJMPNMCKZ2DAFNYHNQZAE}

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

Bi-NAS: Towards Effective and Personalized Explanation for Recommender Systems via Bi-Level Neural Architecture Search

Receipt and verification

First computed	2026-07-05T07:13:26.458776Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e1f96b512c7b58256743015b83b619011dc86396586897d941c1549716bc7fb7

Aliases

arxiv: 2311.07870 · arxiv_version: 2311.07870v2 · doi: 10.48550/arxiv.2311.07870 · pith_short_12: 4H4WWUJMPNMC · pith_short_16: 4H4WWUJMPNMCKZ2D · pith_short_8: 4H4WWUJM

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/4H4WWUJMPNMCKZ2DAFNYHNQZAE \
  | 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: e1f96b512c7b58256743015b83b619011dc86396586897d941c1549716bc7fb7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7710eb9de600ab7d8e633e9e454491f5e4b297112a7060541c0c690ecf3197e6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-11-14T03:00:50Z",
    "title_canon_sha256": "a4d4a8614ffa9506d06fc3751ca96defc13594581bc3ff7a7a80c7d2019ee16c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.07870",
    "kind": "arxiv",
    "version": 2
  }
}