Pith Number

pith:YOEQOK37

pith:2021:YOEQOK37B4I7H6OTQZWAEDP6DT

not attested not anchored not stored refs pending

Understanding GNN Computational Graph: A Coordinated Computation, IO, and Memory Perspective

Guohao Dai, Guyue Huang, Hengrui Zhang, Yuan Xie, Yufei Ding, Yu Wang, Zhongming Yu

arxiv:2110.09524 v1 · 2021-10-18 · cs.LG · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YOEQOK37B4I7H6OTQZWAEDP6DT}

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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

On Efficient Scaling of GNNs via IO-Aware Layers Implementations

Receipt and verification

First computed	2026-07-05T03:23:30.152014Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c389072b7f0f11f3f9d3866c020dfe1cc61d3aa8efb3d5ed42b47c3557efa802

Aliases

arxiv: 2110.09524 · arxiv_version: 2110.09524v1 · doi: 10.48550/arxiv.2110.09524 · pith_short_12: YOEQOK37B4I7 · pith_short_16: YOEQOK37B4I7H6OT · pith_short_8: YOEQOK37

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/YOEQOK37B4I7H6OTQZWAEDP6DT \
  | 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: c389072b7f0f11f3f9d3866c020dfe1cc61d3aa8efb3d5ed42b47c3557efa802

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd85b73c98cfed1bdb5dd35bacd8ddbbe48e9f89ad131888e35edebb0f0c62c2",
    "cross_cats_sorted": [
      "cs.PF"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-18T12:51:50Z",
    "title_canon_sha256": "22235096a4900b2dab41465bbed6026c774ec0d1e0061887f7c576c5a17e54c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.09524",
    "kind": "arxiv",
    "version": 1
  }
}