Pith Number

pith:VBVAAIU7

pith:2024:VBVAAIU7SSDPZK3DDJ33BVCM75

not attested not anchored not stored refs pending

QARM: Quantitative Alignment Multi-Modal Recommendation at Kuaishou

Changqing Qiu, Guorui Zhou, Hezheng Lin, Jiangxia Cao, Jiaqi Zhang, Jingming Zhang, Jinkai Yu, Kun Gai, Mingxing Wen, Qigen Hu, Rui Huang, Shiyao Wang, Simin Zhang, Tianyu Sun, Wei Yuan, Xinchen Luo, Xu Zhang, Yichen Zheng, Zhaojie Liu, Zhiheng Yan

arxiv:2411.11739 v1 · 2024-11-18 · 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{VBVAAIU7SSDPZK3DDJ33BVCM75}

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

Search-E1: Self-Distillation Drives Self-Evolution in Search-Augmented Reasoning

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

Search-E1: Self-Distillation Drives Self-Evolution in Search-Augmented Reasoning

Bi-Level Optimization for Generative Recommendation: Bridging Tokenization and Generation

ReST: A Plug-and-Play Spatially-Constrained Representation Enhancement Framework for Local-Life Recommendation

Receipt and verification

First computed	2026-07-05T09:37:00.645405Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a86a00229f9486fcab631a77b0d44cff75df8a44aa6ea859799f9d9c1b179383

Aliases

arxiv: 2411.11739 · arxiv_version: 2411.11739v1 · doi: 10.48550/arxiv.2411.11739 · pith_short_12: VBVAAIU7SSDP · pith_short_16: VBVAAIU7SSDPZK3D · pith_short_8: VBVAAIU7

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/VBVAAIU7SSDPZK3DDJ33BVCM75 \
  | 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: a86a00229f9486fcab631a77b0d44cff75df8a44aa6ea859799f9d9c1b179383

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "36d3d1a14dc52992117dff622d76888a60135e3a2c7ce6fd04bba23725d76b65",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-11-18T17:08:35Z",
    "title_canon_sha256": "c2436ae7bbbdeff25145e45bde041f78a04818730992c13d2c9f8261b0eba861"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.11739",
    "kind": "arxiv",
    "version": 1
  }
}