Pith Number

pith:EPO2YKVD

pith:2018:EPO2YKVDHDJO7SE7F54GE24URN

not attested not anchored not stored refs pending

Towards Efficient Large-Scale Graph Neural Network Computing

Jilong Xue, Lidong Zhou, Lingxiao Ma, Ming Wu, Yafei Dai, Youshan Miao, Zhi Yang

arxiv:1810.08403 v1 · 2018-10-19 · cs.DC · 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{EPO2YKVDHDJO7SE7F54GE24URN}

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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

Fast Training of Sparse Graph Neural Networks on Dense Hardware

Receipt and verification

First computed	2026-05-18T00:02:48.205377Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

23ddac2aa338d2efc89f2f78626b948b5967d03c9cc996514f73147cf99e02f8

Aliases

arxiv: 1810.08403 · arxiv_version: 1810.08403v1 · doi: 10.48550/arxiv.1810.08403 · pith_short_12: EPO2YKVDHDJO · pith_short_16: EPO2YKVDHDJO7SE7 · pith_short_8: EPO2YKVD

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/EPO2YKVDHDJO7SE7F54GE24URN \
  | 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: 23ddac2aa338d2efc89f2f78626b948b5967d03c9cc996514f73147cf99e02f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e3e024aef2c80f565847b93f9acd2802d5b4a37485beaf382a4d0a796cfc0d5a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2018-10-19T08:50:58Z",
    "title_canon_sha256": "befce75957e90d22d1ecce752b0e024d523671af484e4dec504d5dfe5bbef96a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.08403",
    "kind": "arxiv",
    "version": 1
  }
}