Pith Number

pith:A6VOX6GC

pith:2019:A6VOX6GCJE6BW7QGKMTIHVFOOC

not attested not anchored not stored refs pending

GraphNAS: Graph Neural Architecture Search with Reinforcement Learning

Chuan Zhou, Hong Yang, Peng Zhang, Yang Gao, Yue Hu

arxiv:1904.09981 v2 · 2019-04-22 · cs.LG · cs.AI · 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{A6VOX6GCJE6BW7QGKMTIHVFOOC}

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

2 papers in Pith

Bilevel Optimization for Neural Architecture Search

PARNESS: A Paper Harness for End-to-End Automated Scientific Research with Dynamic Workflows, Full-Text Indexing, and Cross-Run Knowledge Accumulation

Receipt and verification

First computed	2026-07-05T01:48:05.286668Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

07aaebf8c2493c1b7e06532683d4ae708824f3c995018f26e66f8d46e1923bf7

Aliases

arxiv: 1904.09981 · arxiv_version: 1904.09981v2 · doi: 10.48550/arxiv.1904.09981 · pith_short_12: A6VOX6GCJE6B · pith_short_16: A6VOX6GCJE6BW7QG · pith_short_8: A6VOX6GC

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/A6VOX6GCJE6BW7QGKMTIHVFOOC \
  | 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: 07aaebf8c2493c1b7e06532683d4ae708824f3c995018f26e66f8d46e1923bf7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "68e2334b042e357c193d3c6779861e3a43498264d30f91998a9835fea44248a9",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-04-22T07:13:10Z",
    "title_canon_sha256": "c20716e9386ef3231ebfe42b2c7a07f74ab34d72caa9fafec766c65a04d529ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.09981",
    "kind": "arxiv",
    "version": 2
  }
}