Pith Number

pith:U7MQGTMI

pith:2022:U7MQGTMIWSDSGZDIURPIVSX6ZN

not attested not anchored not stored refs pending

Graph Attention Multi-Layer Perceptron

Bin Cui, Wen Ouyang, Wentao Zhang, Xiaosen Li, Yang Li, Yangyu Tao, Zeang Sheng, Zhi Yang, Ziqi Yin

arxiv:2206.04355 v1 · 2022-06-09 · 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{U7MQGTMIWSDSGZDIURPIVSX6ZN}

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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

Attention-based graph neural networks: a survey

Receipt and verification

First computed	2026-07-05T04:30:26.083113Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a7d9034d88b487236468a45e8acafecb44eac5910280f68adbb96c8014d22847

Aliases

arxiv: 2206.04355 · arxiv_version: 2206.04355v1 · doi: 10.48550/arxiv.2206.04355 · pith_short_12: U7MQGTMIWSDS · pith_short_16: U7MQGTMIWSDSGZDI · pith_short_8: U7MQGTMI

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/U7MQGTMIWSDSGZDIURPIVSX6ZN \
  | 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: a7d9034d88b487236468a45e8acafecb44eac5910280f68adbb96c8014d22847

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "41d5d14cf383801e5e57858b842f317675cad3f680c209480a00779fd279860d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-09T08:56:11Z",
    "title_canon_sha256": "a467519c54a340816b219d9220609d39130d2ede3f34c0c4f7c5f51c9c0245ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.04355",
    "kind": "arxiv",
    "version": 1
  }
}