Pith Number

pith:6XVUN5UG

pith:2024:6XVUN5UGJKRUCFVOJCM6GRFFJG

not attested not anchored not stored refs pending

KuaiFormer: Transformer-Based Retrieval at Kuaishou

Chi Liu, Guorui Zhou, Jiangxia Cao, Kai Zheng, Kun Gai, Qiang Luo, Rui Huang

arxiv:2411.10057 v1 · 2024-11-15 · cs.IR · cs.AI · 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{6XVUN5UGJKRUCFVOJCM6GRFFJG}

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

6 papers in Pith

Real-Time Hard Negative Sampling via LLM-based Clustering for Large-Scale Two-Tower Retrieval

From Extraction to Navigation: Progressive Retrieval with Indirectly Infinite Depth

Learning Variable-Length Tokenization for Generative Recommendation

Towards Sustainable Growth: A Multi-Value-Aware Retrieval Framework for E-Commerce Search

A Survey on Generative Recommendation: Data, Model, and Tasks

Receipt and verification

First computed	2026-07-05T09:35:58.011448Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f5eb46f6864aa34116ae4899e344a5499b7f75f221bacde673993d1ec7347a86

Aliases

arxiv: 2411.10057 · arxiv_version: 2411.10057v1 · doi: 10.48550/arxiv.2411.10057 · pith_short_12: 6XVUN5UGJKRU · pith_short_16: 6XVUN5UGJKRUCFVO · pith_short_8: 6XVUN5UG

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/6XVUN5UGJKRUCFVOJCM6GRFFJG \
  | 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: f5eb46f6864aa34116ae4899e344a5499b7f75f221bacde673993d1ec7347a86

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c225d460f93fa5c3d0279374559c16f81f15c8b42595ddb78a43546ba722a3a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-11-15T09:20:46Z",
    "title_canon_sha256": "6a42f2202bcfea893db4bd9529cc092532360d04b3f1befd95cb44128ae0c7d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.10057",
    "kind": "arxiv",
    "version": 1
  }
}