Pith Number

pith:KPXDCDPX

pith:2019:KPXDCDPXSQGNU6UJAXJ6ZBXDUD

not attested not anchored not stored refs pending

A Hierarchy of Graph Neural Networks Based on Learnable Local Features

Alexander M. Rush, Jiawei Zhou, Meng Dong, Michael Lingzhi Li

arxiv:1911.05256 v1 · 2019-11-13 · cs.LG · cs.CV · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KPXDCDPXSQGNU6UJAXJ6ZBXDUD}

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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

NetFlowGen: Leveraging Generative Pre-training for Network Traffic Dynamics

Receipt and verification

First computed	2026-07-05T00:18:55.484521Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53ee310df7940cda7a8905d3ec86e3a0cc74b76218219abc67bcd241044cdacd

Aliases

arxiv: 1911.05256 · arxiv_version: 1911.05256v1 · doi: 10.48550/arxiv.1911.05256 · pith_short_12: KPXDCDPXSQGN · pith_short_16: KPXDCDPXSQGNU6UJ · pith_short_8: KPXDCDPX

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/KPXDCDPXSQGNU6UJAXJ6ZBXDUD \
  | 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: 53ee310df7940cda7a8905d3ec86e3a0cc74b76218219abc67bcd241044cdacd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d37390fcd800b199a2e8a1ace1a9b6eff8cc7370bcb7893234f02134a09c2a12",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-11-13T02:22:54Z",
    "title_canon_sha256": "ca65b4cac97c3e7ec2d82a3256a50141e08b6d371e3e93fcc3d915f2069f3d4d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.05256",
    "kind": "arxiv",
    "version": 1
  }
}