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Pith Number

pith:EWQSMCWG

pith:2022:EWQSMCWGHFZP577VYH3TDUCXET
not attested not anchored not stored refs pending

Weisfeiler-Lehman goes Dynamic: An Analysis of the Expressive Power of Graph Neural Networks for Attributed and Dynamic Graphs

Alice Moallemy-Oureh, Caterina Graziani, Franco Scarselli, Giuseppe Alessio D'Inverno, Josephine Maria Thomas, Silvia Beddar-Wiesing, Veronica Lachi

arxiv:2210.03990 v2 · 2022-10-08 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{EWQSMCWGHFZP577VYH3TDUCXET}

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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

Receipt and verification
First computed 2026-07-05T08:14:47.897887Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

25a1260ac63972fefff5c1f731d05724d0c96fd749a4289456c2451f32672b1c

Aliases

arxiv: 2210.03990 · arxiv_version: 2210.03990v2 · doi: 10.48550/arxiv.2210.03990 · pith_short_12: EWQSMCWGHFZP · pith_short_16: EWQSMCWGHFZP577V · pith_short_8: EWQSMCWG
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/EWQSMCWGHFZP577VYH3TDUCXET \
  | 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: 25a1260ac63972fefff5c1f731d05724d0c96fd749a4289456c2451f32672b1c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e7cd75928693658116fc38985c1400371f3451fcbebc7cbc9f18624b1a54d2d4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-08T10:14:41Z",
    "title_canon_sha256": "da0e2b142c05063437c1b42ff177d8894505dc2c13f62540b2c4b2f715c69475"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.03990",
    "kind": "arxiv",
    "version": 2
  }
}