Pith Number

pith:FBWKX7YV

pith:2022:FBWKX7YVXJ7HX7JYGDRNLZKVAL

not attested not anchored not stored refs pending

You Can Have Better Graph Neural Networks by Not Training Weights at All: Finding Untrained GNNs Tickets

Decebal Constantin Mocanu, Jiaxu Zhao, Lu Yin, Meng Fang, Mykola Pechenizkiy, Shiwei Liu, Tianjin Huang, Tianlong Chen, Vlado Menkovski, Yulong Pei, Zhangyang Wang

arxiv:2211.15335 v5 · 2022-11-28 · 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{FBWKX7YVXJ7HX7JYGDRNLZKVAL}

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

On the Effectiveness of Random Weights in Graph Neural Networks

Receipt and verification

First computed	2026-07-05T07:40:50.670931Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

286cabff15ba7e7bfd3830e2d5e55502cedcfcc8d5645c2c5a7df0d7a9e398dd

Aliases

arxiv: 2211.15335 · arxiv_version: 2211.15335v5 · doi: 10.48550/arxiv.2211.15335 · pith_short_12: FBWKX7YVXJ7H · pith_short_16: FBWKX7YVXJ7HX7JY · pith_short_8: FBWKX7YV

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/FBWKX7YVXJ7HX7JYGDRNLZKVAL \
  | 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: 286cabff15ba7e7bfd3830e2d5e55502cedcfcc8d5645c2c5a7df0d7a9e398dd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "578c870453dac06826b7ddd59cc0b3961a3ae01432fde4a6f20ebaee96bf1060",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-28T14:17:36Z",
    "title_canon_sha256": "e3dd34e864d0aff35677eec78a7a536abeffa69bc17cc7394a9064d92b0b572e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.15335",
    "kind": "arxiv",
    "version": 5
  }
}