Pith Number

pith:IHC6KCLY

pith:2024:IHC6KCLYL5KDB4ERL7L3TIISTG

not attested not anchored not stored refs pending

Denoising Pre-Training and Customized Prompt Learning for Efficient Multi-Behavior Sequential Recommendation

Defu Lian, Enhong Chen, Hao Wang, Kai Cheng, Kefan Wang, Wei Guo, Yong Liu, Yongqiang Han, Zhen Wang

arxiv:2408.11372 v1 · 2024-08-21 · 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{IHC6KCLYL5KDB4ERL7L3TIISTG}

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.

Receipt and verification

First computed	2026-07-05T08:57:42.837398Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

41c5e509785f5430f0915fd7b9a11299b28f92c86fae8c592b3d3d91057fd06e

Aliases

arxiv: 2408.11372 · arxiv_version: 2408.11372v1 · doi: 10.48550/arxiv.2408.11372 · pith_short_12: IHC6KCLYL5KD · pith_short_16: IHC6KCLYL5KDB4ER · pith_short_8: IHC6KCLY

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/IHC6KCLYL5KDB4ERL7L3TIISTG \
  | 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: 41c5e509785f5430f0915fd7b9a11299b28f92c86fae8c592b3d3d91057fd06e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d1452facaed797c3ac9bc0f6e7b136444e298b5901bd21f471fa37008ad9c10d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-08-21T06:48:38Z",
    "title_canon_sha256": "6b09179958d641031cd1a862345267974fdaefac4a9612fe5135055eb5cda905"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.11372",
    "kind": "arxiv",
    "version": 1
  }
}