Pith Number

pith:MHSNO5WG

pith:2023:MHSNO5WG57OYPLD6NZSQMUNGHA

not attested not anchored not stored refs pending

Do Not Train It: A Linear Neural Architecture Search of Graph Neural Networks

Bei Yu, Haiqin Yang, Jiaqi Sun, Lin Zhang, Peng Xu, Xuanzhou Liu, Yue Zhao

arxiv:2305.14065 v3 · 2023-05-23 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MHSNO5WG57OYPLD6NZSQMUNGHA}

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	2026-07-05T06:21:17.333410Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61e4d776c6efdd87ac7e6e650651a6382be42d7e4211b8772952f5f02b7a2ae2

Aliases

arxiv: 2305.14065 · arxiv_version: 2305.14065v3 · doi: 10.48550/arxiv.2305.14065 · pith_short_12: MHSNO5WG57OY · pith_short_16: MHSNO5WG57OYPLD6 · pith_short_8: MHSNO5WG

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/MHSNO5WG57OYPLD6NZSQMUNGHA \
  | 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: 61e4d776c6efdd87ac7e6e650651a6382be42d7e4211b8772952f5f02b7a2ae2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "268634e7d96eb609ec4aee2432f1d68e25bc13edccb50a37213e2851e619be91",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-23T13:44:04Z",
    "title_canon_sha256": "47c8cd30a54f86f0ca6b91dc402861f126ffb87f7a2cce120644edcc9c0545f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.14065",
    "kind": "arxiv",
    "version": 3
  }
}