Pith Number

pith:ZUHZUJMF

pith:2025:ZUHZUJMFSMN4VBIUQG7BJZTNY3

not attested not anchored not stored refs pending

ASNN: Learning to Suggest Neural Architectures from Performance Distributions

Jinwook Hong

arxiv:2507.20164 v1 · 2025-07-27 · 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{ZUHZUJMFSMN4VBIUQG7BJZTNY3}

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	2026-07-05T11:44:14.479501Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd0f9a2585931bca851481be14e66dc6e3541892aaf4d227d0bdffc25cb1485f

Aliases

arxiv: 2507.20164 · arxiv_version: 2507.20164v1 · doi: 10.48550/arxiv.2507.20164 · pith_short_12: ZUHZUJMFSMN4 · pith_short_16: ZUHZUJMFSMN4VBIU · pith_short_8: ZUHZUJMF

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/ZUHZUJMFSMN4VBIUQG7BJZTNY3 \
  | 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: cd0f9a2585931bca851481be14e66dc6e3541892aaf4d227d0bdffc25cb1485f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "812cd0b54dd8b36fa07edea4f6bc749bbcc65400ac2af8219adcaaf4e74b6321",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-27T07:39:33Z",
    "title_canon_sha256": "9e915b8e8f9b3a822c41e0545815ecd9553d6fb2a2cdd7d445aec795a3629cf8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.20164",
    "kind": "arxiv",
    "version": 1
  }
}