Pith Number

pith:FGPCHSR5

pith:2022:FGPCHSR5ZC6TDRLQXKLZKDNI7B

not attested not anchored not stored refs pending

Survey on Graph Neural Network Acceleration: An Algorithmic Perspective

Dongrui Fan, Guoqi Li, Lei Deng, Mingyu Yan, Shirui Pan, Xiaochun Ye, Xin Liu, Yuan Xie

arxiv:2202.04822 v2 · 2022-02-10 · 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{FGPCHSR5ZC6TDRLQXKLZKDNI7B}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T04:17:20.595485Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

299e23ca3dc8bd31c570ba97950da8f84eb015970d6cf718620bda598cf74cc6

Aliases

arxiv: 2202.04822 · arxiv_version: 2202.04822v2 · doi: 10.48550/arxiv.2202.04822 · pith_short_12: FGPCHSR5ZC6T · pith_short_16: FGPCHSR5ZC6TDRLQ · pith_short_8: FGPCHSR5

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/FGPCHSR5ZC6TDRLQXKLZKDNI7B \
  | 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: 299e23ca3dc8bd31c570ba97950da8f84eb015970d6cf718620bda598cf74cc6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "65358fd88b203ca819e9a1d2dc1546f6d377744891eefbca2cf6219dee6815fe",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-10T04:01:40Z",
    "title_canon_sha256": "a5ff60609534a0b8ff2d255ffb9a080798f46f5f0e4f0885384764c3068f5ae7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.04822",
    "kind": "arxiv",
    "version": 2
  }
}