Pith Number

pith:WVUPKN4W

pith:2022:WVUPKN4WSL4WTYIR3CTHJQEZYU

not attested not anchored not stored refs pending

Hardware Acceleration of Sampling Algorithms in Sample and Aggregate Graph Neural Networks

Boyi Wei, Wei Yuan, Xi Jin, Yuchen Gui

arxiv:2209.02916 v1 · 2022-09-07 · cs.LG · cs.AR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WVUPKN4WSL4WTYIR3CTHJQEZYU}

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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

LGNNIC: Acceleration of Large-Scale GNN Training using SmartNICs

Receipt and verification

First computed	2026-07-05T04:55:21.436732Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b568f5379692f969e111d8a674c099c50665012d73ab38faf23fbc9dbbe52efc

Aliases

arxiv: 2209.02916 · arxiv_version: 2209.02916v1 · doi: 10.48550/arxiv.2209.02916 · pith_short_12: WVUPKN4WSL4W · pith_short_16: WVUPKN4WSL4WTYIR · pith_short_8: WVUPKN4W

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/WVUPKN4WSL4WTYIR3CTHJQEZYU \
  | 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: b568f5379692f969e111d8a674c099c50665012d73ab38faf23fbc9dbbe52efc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "99970aac15f02d2f06d6012bfde9575cc6a2241b1fb6dee8727c5c03bfe08e42",
    "cross_cats_sorted": [
      "cs.AR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-07T04:11:25Z",
    "title_canon_sha256": "621cc31a9dc74971f3137bf1d73bed15aff4ca4bc583a0436967276dcd772810"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.02916",
    "kind": "arxiv",
    "version": 1
  }
}