Pith Number

pith:QMNL4ZV6

pith:2024:QMNL4ZV6TCFIJTSC4CC2LKKFEV

not attested not anchored not stored refs pending

SA-GNAS: Seed Architecture Expansion for Efficient Large-scale Graph Neural Architecture Search

Chunfeng Yuan, Guanghui Zhu, Jingyan Chen, Limin Wang, Yihua Huang, Zipeng Ji

arxiv:2412.02196 v1 · 2024-12-03 · 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{QMNL4ZV6TCFIJTSC4CC2LKKFEV}

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	2026-07-05T09:43:45.892761Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

831abe66be988a84ce42e085a5a9452555aee9d467699b9be5c843e6a986856d

Aliases

arxiv: 2412.02196 · arxiv_version: 2412.02196v1 · doi: 10.48550/arxiv.2412.02196 · pith_short_12: QMNL4ZV6TCFI · pith_short_16: QMNL4ZV6TCFIJTSC · pith_short_8: QMNL4ZV6

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/QMNL4ZV6TCFIJTSC4CC2LKKFEV \
  | 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: 831abe66be988a84ce42e085a5a9452555aee9d467699b9be5c843e6a986856d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e22c4c5923087cd506f4e5a918369717993e8e9b9911949cb979523ebf76eea4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-03T06:21:35Z",
    "title_canon_sha256": "d8e81527985a491729b31a4ec98f9bf1cbcc6cf0ce1a9b9443163e99a62b5a6b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.02196",
    "kind": "arxiv",
    "version": 1
  }
}