Pith Number

pith:IMZXJ5SB

pith:2023:IMZXJ5SBJ2ZZJTGO2VLN2YYCUZ

not attested not anchored not stored refs pending

The Snowflake Hypothesis: Training Deep GNN with One Node One Receptive field

Guibin Zhang, Guohao Li, Kai Wang, Kun Wang, Shilong Wang, Xiaojiang Peng, Yang Wang, Yang You, Yuxuan Liang

arxiv:2308.10051 v1 · 2023-08-19 · 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{IMZXJ5SBJ2ZZJTGO2VLN2YYCUZ}

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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

Towards a deeper GCN: Alleviate over-smoothing with iterative training and fine-tuning

Receipt and verification

First computed	2026-07-05T06:42:50.713003Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

433374f6414eb394ccced556dd6302a645d25908506a455821bff2e8942a667d

Aliases

arxiv: 2308.10051 · arxiv_version: 2308.10051v1 · doi: 10.48550/arxiv.2308.10051 · pith_short_12: IMZXJ5SBJ2ZZ · pith_short_16: IMZXJ5SBJ2ZZJTGO · pith_short_8: IMZXJ5SB

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/IMZXJ5SBJ2ZZJTGO2VLN2YYCUZ \
  | 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: 433374f6414eb394ccced556dd6302a645d25908506a455821bff2e8942a667d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7ad833823ac327669cb7c14d2b65fa4414581532caae72b502d782b0ffa9d6be",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-08-19T15:21:12Z",
    "title_canon_sha256": "7d6396d53954af4b32e36dab24aae809b9deb822d3f8faba242bc6b65f379efd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.10051",
    "kind": "arxiv",
    "version": 1
  }
}