Pith Number

pith:E35WQO7S

pith:2022:E35WQO7S27VHHSBPLMVDIYHSVD

not attested not anchored not stored refs pending

BNS-GCN: Efficient Full-Graph Training of Graph Convolutional Networks with Partition-Parallelism and Random Boundary Node Sampling

Ang Li, Cheng Wan, Nam Sung Kim, Yingyan Lin, Youjie Li

arxiv:2203.10983 v2 · 2022-03-21 · 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{E35WQO7S27VHHSBPLMVDIYHSVD}

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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

Communication-free Sampling and 4D Hybrid Parallelism for Scalable Mini-batch GNN Training

Receipt and verification

First computed	2026-07-05T04:08:43.364632Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26fb683bf2d7ea73c82f5b2a3460f2a8ccc3e84f86c831349ca90a1cc4dfbffd

Aliases

arxiv: 2203.10983 · arxiv_version: 2203.10983v2 · doi: 10.48550/arxiv.2203.10983 · pith_short_12: E35WQO7S27VH · pith_short_16: E35WQO7S27VHHSBP · pith_short_8: E35WQO7S

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/E35WQO7S27VHHSBPLMVDIYHSVD \
  | 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: 26fb683bf2d7ea73c82f5b2a3460f2a8ccc3e84f86c831349ca90a1cc4dfbffd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8ed1e016d410146be57506c6da1d11879802f76924fbe47d12814fbc10cf2e03",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-21T13:44:37Z",
    "title_canon_sha256": "cf67fe193ef479dabcbfd77c83d9e6ece10dd728cecd2711aa9cf470157dfa91"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.10983",
    "kind": "arxiv",
    "version": 2
  }
}