Pith Number

pith:34XHHNHR

pith:2025:34XHHNHRJYZK6VM7BE32AM5QUV

not attested not anchored not stored refs pending

Effective High-order Graph Representation Learning for Credit Card Fraud Detection

Dawei Cheng, Yao Zou

arxiv:2503.01556 v1 · 2025-03-03 · cs.LG · 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{34XHHNHRJYZK6VM7BE32AM5QUV}

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	2026-07-05T10:23:09.820759Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

df2e73b4f14e32af559f0937a033b0a55d764ed8c39b3fba66e83f82f2d61d6c

Aliases

arxiv: 2503.01556 · arxiv_version: 2503.01556v1 · doi: 10.48550/arxiv.2503.01556 · pith_short_12: 34XHHNHRJYZK · pith_short_16: 34XHHNHRJYZK6VM7 · pith_short_8: 34XHHNHR

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/34XHHNHRJYZK6VM7BE32AM5QUV \
  | 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: df2e73b4f14e32af559f0937a033b0a55d764ed8c39b3fba66e83f82f2d61d6c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da8f0d4cb58670d88a9a84074e6170a558f7da7f73cf0d71159fbb6c45708be2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-03T13:59:46Z",
    "title_canon_sha256": "57cd7e71ced0c4215beae078664e7b50ce10a493840586119be85b5a350b8524"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.01556",
    "kind": "arxiv",
    "version": 1
  }
}