Pith Number

pith:QHAMFPNT

pith:2024:QHAMFPNTYRZD6JDML3THFCCOQW

not attested not anchored not stored refs pending

LIBER: Lifelong User Behavior Modeling Based on Large Language Models

Bo Chen, Chenxu Zhu, Hong Zhu, Jianghao Lin, Ruiming Tang, Shigang Quan, Weinan Zhang, Xiangyang Li, Xiaoling Cai, Yunjia Xi

arxiv:2411.14713 v1 · 2024-11-22 · 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{QHAMFPNTYRZD6JDML3THFCCOQW}

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

HSUGA: LLM-Enhanced Recommendation with Hierarchical Semantic Understanding and Group-Aware Alignment

Receipt and verification

First computed	2026-07-05T09:38:56.045163Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

81c0c2bdb3c4723f246c5ee672884e858ff195863630651928bf420f4d185e79

Aliases

arxiv: 2411.14713 · arxiv_version: 2411.14713v1 · doi: 10.48550/arxiv.2411.14713 · pith_short_12: QHAMFPNTYRZD · pith_short_16: QHAMFPNTYRZD6JDM · pith_short_8: QHAMFPNT

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/QHAMFPNTYRZD6JDML3THFCCOQW \
  | 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: 81c0c2bdb3c4723f246c5ee672884e858ff195863630651928bf420f4d185e79

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "55e9304336598585c6eee98e62f53327435675ecf3f7b2473b937d94fc49ecda",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-11-22T03:43:41Z",
    "title_canon_sha256": "b962575fccd6ff0a2bdf44824196e39874709e298f0545e88cea84c938e22530"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.14713",
    "kind": "arxiv",
    "version": 1
  }
}