Pith Number

pith:V44VULUU

pith:2025:V44VULUUL5IAUBGOOJHVTGMMPS

not attested not anchored not stored refs pending

SEKI: Self-Evolution and Knowledge Inspiration based Neural Architecture Search via Large Language Models

Hao Chen, Hua Wang, Yaohua Tang, Yutao Lai, Zhi Chen, Zicheng Cai

arxiv:2502.20422 v1 · 2025-02-27 · cs.CL · 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{V44VULUUL5IAUBGOOJHVTGMMPS}

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

Delta-Based Neural Architecture Search: LLM Fine-Tuning via Code Diffs

Receipt and verification

First computed	2026-07-05T10:21:32.770965Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af395a2e945f500a04ce724f59998c7ca2f96f1fbfa35a2f528ee44137a4fa08

Aliases

arxiv: 2502.20422 · arxiv_version: 2502.20422v1 · doi: 10.48550/arxiv.2502.20422 · pith_short_12: V44VULUUL5IA · pith_short_16: V44VULUUL5IAUBGO · pith_short_8: V44VULUU

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/V44VULUUL5IAUBGOOJHVTGMMPS \
  | 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: af395a2e945f500a04ce724f59998c7ca2f96f1fbfa35a2f528ee44137a4fa08

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "07f194c644840678e4f452d324be92a33480ab363e0422430e4ee7730833280d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-27T09:17:49Z",
    "title_canon_sha256": "d54a79099cd9f33ad307c270d36ab8c19781b73d462c7d32c3a279db562bc4f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.20422",
    "kind": "arxiv",
    "version": 1
  }
}