Pith Number

pith:5CNWT6BA

pith:2025:5CNWT6BAS2Z2HMH35VCT3QJYEB

not attested not anchored not stored refs pending

VQL: An End-to-End Context-Aware Vector Quantization Attention for Ultra-Long User Behavior Modeling

Chao Wang, Kaiyuan Li, Peng Jiang, Xialong Liu, Yanhua Cheng, Yanxiang Zeng, Yong Bai, Yongxiang Tang

arxiv:2508.17125 v1 · 2025-08-23 · cs.IR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5CNWT6BAS2Z2HMH35VCT3QJYEB}

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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

IAT: Instance-As-Token Compression for Historical User Sequence Modeling in Industrial Recommender Systems

Receipt and verification

First computed	2026-07-05T11:58:09.902216Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e89b69f82096b3a3b0fbed453dc13820770e4e221e9a7ae431b5756730f29ae9

Aliases

arxiv: 2508.17125 · arxiv_version: 2508.17125v1 · doi: 10.48550/arxiv.2508.17125 · pith_short_12: 5CNWT6BAS2Z2 · pith_short_16: 5CNWT6BAS2Z2HMH3 · pith_short_8: 5CNWT6BA

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/5CNWT6BAS2Z2HMH35VCT3QJYEB \
  | 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: e89b69f82096b3a3b0fbed453dc13820770e4e221e9a7ae431b5756730f29ae9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "323d717631ae9b4e69b32175b4b280818820404b178e44dd1f0eb23e0c1521ad",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-08-23T19:58:18Z",
    "title_canon_sha256": "e6af4fba118c408540e306370f92e19eb9e648834005eb1e21c2e99185ca70a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.17125",
    "kind": "arxiv",
    "version": 1
  }
}