Pith Number

pith:B5YA6CSK

pith:2025:B5YA6CSKJIVSC3FRGGK7AXWB74

not attested not anchored not stored refs pending

A Comprehensive Survey of Synthetic Tabular Data Generation

Mengnan Du, Ruxue Shi, Xin Wang, Xu Shen, Yi Chang, Yili Wang

arxiv:2504.16506 v3 · 2025-04-23 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B5YA6CSKJIVSC3FRGGK7AXWB74}

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

9 papers in Pith

Property-Driven Synthetic Data Engineering for Data-Scarce Software Systems: Reflections from the Breast Cancer Domain

Sequential RC-TGAN: Generating Relational Time Series with Spectral Envelope Loss

Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space

TabKDE: Simple and Scalable Tabular Data Generation with Kernel Density Estimates

Autoregressive Synthesis of Sparse and Semi-Structured Mixed-Type Data

Receipt and verification

First computed	2026-07-05T11:38:28.976690Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f700f0a4a4a2b216cb13195f05ec1ff26af49042d750537e6151233b4920cd5

Aliases

arxiv: 2504.16506 · arxiv_version: 2504.16506v3 · doi: 10.48550/arxiv.2504.16506 · pith_short_12: B5YA6CSKJIVS · pith_short_16: B5YA6CSKJIVSC3FR · pith_short_8: B5YA6CSK

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/B5YA6CSKJIVSC3FRGGK7AXWB74 \
  | 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: 0f700f0a4a4a2b216cb13195f05ec1ff26af49042d750537e6151233b4920cd5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cd41cc0a31c3e79197b44fb49cf2c442d72ed30fcdab400abfd6ca3c138a77ab",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-23T08:33:34Z",
    "title_canon_sha256": "4babbf1dbd99fe0f038606262172431bffa817d9a1aed019ba516116da2915d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.16506",
    "kind": "arxiv",
    "version": 3
  }
}