Pith Number

pith:WKSWWIME

pith:2019:WKSWWIMEM3H3S5P73JPVF7IPRZ

not attested not anchored not stored refs pending

Deep Learning Recommendation Model for Personalization and Recommendation Systems

Alisson G. Azzolini, Andrey Mallevich, Ansha Yu, Bill Jia, Carole-Jean Wu, Dheevatsa Mudigere, Dmytro Dzhulgakov, Hao-Jun Michael Shi, Ilia Cherniavskii, Jianyu Huang, Jongsoo Park, Liang Xiong, Maxim Naumov, Misha Smelyanskiy, Narayanan Sundaraman, Raghuraman Krishnamoorthi, Stephanie Pereira, Udit Gupta, Vijay Rao, Volodymyr Kondratenko, Wenlin Chen, Xianjie Chen, Xiaodong Wang, Yinghai Lu

arxiv:1906.00091 v1 · 2019-05-31 · 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{WKSWWIMEM3H3S5P73JPVF7IPRZ}

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

28 papers in Pith

Joint Model Parameter Scaling and Universal-Domain Data Integration for E-commerce Search Ranking

TrainMover: An Interruption-Resilient Runtime for ML Training

FLUID: From Ephemeral IDs to Multimodal Semantic Codes for Industrial-Scale Livestreaming Recommendation

LLM Retrieval for Stable and Predictable Ad Recommendations

Make It Long, Keep It Fast: End-to-End 10K Long User Behavior Sequence Modeling for Billion-Scale Douyin Recommendation

Receipt and verification

First computed	2026-05-17T23:44:28.200096Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b2a56b218466cfb975ffda5f52fd0f8e6ec656d5f3e68d269e7d00ceab4d74d2

Aliases

arxiv: 1906.00091 · arxiv_version: 1906.00091v1 · doi: 10.48550/arxiv.1906.00091 · pith_short_12: WKSWWIMEM3H3 · pith_short_16: WKSWWIMEM3H3S5P7 · pith_short_8: WKSWWIME

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/WKSWWIMEM3H3S5P73JPVF7IPRZ \
  | 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: b2a56b218466cfb975ffda5f52fd0f8e6ec656d5f3e68d269e7d00ceab4d74d2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f5aea267de1216b890f35778efdc15134d5805463195f00acef99f8d3494109",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2019-05-31T21:51:16Z",
    "title_canon_sha256": "15e4adbdc34ff82df4f69d2339c7cd8fde4c42ff52c809a87de5c6d96f7d8b1e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.00091",
    "kind": "arxiv",
    "version": 1
  }
}