Pith Number

pith:XGBD52ZU

pith:2025:XGBD52ZUTUAMR36Z7CM7EZWKRQ

not attested not anchored not stored refs pending

Data Augmentation as Free Lunch: Exploring the Test-Time Augmentation for Sequential Recommendation

Enneng Yang, Guibing Guo, Jianzhe Zhao, Minhan Huang, Xingwei Wang, Yizhou Dang, Yuting Liu

arxiv:2504.04843 v3 · 2025-04-07 · 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{XGBD52ZUTUAMR36Z7CM7EZWKRQ}

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

MARS: Modality-Aligned Retrieval for Sequence Augmented CTR Prediction

Receipt and verification

First computed	2026-07-05T10:56:16.845441Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9823eeb349d00c8efd9f899f266ca8c180e3b8f42f32b69936f041fdd26ebbe

Aliases

arxiv: 2504.04843 · arxiv_version: 2504.04843v3 · doi: 10.48550/arxiv.2504.04843 · pith_short_12: XGBD52ZUTUAM · pith_short_16: XGBD52ZUTUAMR36Z · pith_short_8: XGBD52ZU

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/XGBD52ZUTUAMR36Z7CM7EZWKRQ \
  | 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: b9823eeb349d00c8efd9f899f266ca8c180e3b8f42f32b69936f041fdd26ebbe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "92670a4b6ac567762e1ad308bf2971d123971957e93e4b2c37799a1b58390c01",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-04-07T08:56:16Z",
    "title_canon_sha256": "a4c6f27608f72651fa531ebf148f1eb9a736238b21660d19cc89a019543ed684"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.04843",
    "kind": "arxiv",
    "version": 3
  }
}