Pith Number

pith:ULRM25AV

pith:2022:ULRM25AVVZQVQM6ZZD4VS2JJLO

not attested not anchored not stored refs pending

DFG-NAS: Deep and Flexible Graph Neural Architecture Search

Bin Cui, Wentao Zhang, Yang Li, Yu Shen, Zheyu Lin, Zhi Yang

arxiv:2206.08582 v1 · 2022-06-17 · 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{ULRM25AVVZQVQM6ZZD4VS2JJLO}

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

Automated Heterogeneous Network learning with Non-Recursive Message Passing

Receipt and verification

First computed	2026-07-05T04:32:31.490827Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2e2cd7415ae615833d9c8f95969295b86a51b263d667d8045ba910f02f877e1

Aliases

arxiv: 2206.08582 · arxiv_version: 2206.08582v1 · doi: 10.48550/arxiv.2206.08582 · pith_short_12: ULRM25AVVZQV · pith_short_16: ULRM25AVVZQVQM6Z · pith_short_8: ULRM25AV

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/ULRM25AVVZQVQM6ZZD4VS2JJLO \
  | 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: a2e2cd7415ae615833d9c8f95969295b86a51b263d667d8045ba910f02f877e1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d59ba61a23b8d77b46bd09f41801679f3914a1a387de23d5847e5b3569c3df0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-17T06:47:21Z",
    "title_canon_sha256": "6aace56b29bbe45af58c8b2384dc61781ac4798d4fca55d53c0ec92a1f4ae2ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.08582",
    "kind": "arxiv",
    "version": 1
  }
}