Pith Number

pith:T5SYJMUI

pith:2019:T5SYJMUI4PTSNWMNGE4TA472NV

not attested not anchored not stored refs pending

Labeled Graph Generative Adversarial Networks

Bert Huang, Shuangfei Fan

arxiv:1906.03220 v2 · 2019-06-07 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T5SYJMUI4PTSNWMNGE4TA472NV}

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

Evolutionary Refinement of Generative Graph Topologies: A Hybrid WGAN-GA Approach

Receipt and verification

First computed	2026-07-05T02:18:13.716876Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f6584b288e3e726d98d31393073fa6d42042ae5cd4e2e0f066f9cecba10ddb3

Aliases

arxiv: 1906.03220 · arxiv_version: 1906.03220v2 · doi: 10.48550/arxiv.1906.03220 · pith_short_12: T5SYJMUI4PTS · pith_short_16: T5SYJMUI4PTSNWMN · pith_short_8: T5SYJMUI

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/T5SYJMUI4PTSNWMNGE4TA472NV \
  | 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: 9f6584b288e3e726d98d31393073fa6d42042ae5cd4e2e0f066f9cecba10ddb3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "211f36e810bc2b355abbea2899e4831a3d76c3356e91eca0fc32606f80661d04",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-07T16:35:56Z",
    "title_canon_sha256": "3e04f36b7b4de40090cd855737140fd0b18ae8e10322f01d60771fa23eda6adf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.03220",
    "kind": "arxiv",
    "version": 2
  }
}