Pith Number

pith:4RVUBW73

pith:2019:4RVUBW73DTYDOSQC57TN67Y2ZI

not attested not anchored not stored refs pending

Diffusion Improves Graph Learning

Johannes Gasteiger, Stefan Wei{\ss}enberger, Stephan G\"unnemann

arxiv:1911.05485 v6 · 2019-10-28 · cs.SI · cs.AI · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4RVUBW73DTYDOSQC57TN67Y2ZI}

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

Attention-based graph neural networks: a survey

Receipt and verification

First computed	2026-07-05T04:11:22.383968Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e46b40dbfb1cf0374a02efe6df7f1aca2bde04bd3adab017a56f0cb2795c7dde

Aliases

arxiv: 1911.05485 · arxiv_version: 1911.05485v6 · doi: 10.48550/arxiv.1911.05485 · pith_short_12: 4RVUBW73DTYD · pith_short_16: 4RVUBW73DTYDOSQC · pith_short_8: 4RVUBW73

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/4RVUBW73DTYDOSQC57TN67Y2ZI \
  | 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: e46b40dbfb1cf0374a02efe6df7f1aca2bde04bd3adab017a56f0cb2795c7dde

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "41b5274241f4420f011b0944c657c24587cd189dc0d05b29c8640ff70235d0c4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SI",
    "submitted_at": "2019-10-28T17:51:46Z",
    "title_canon_sha256": "bdc287fb1ab8ead7893eb3464733de9bfac4321626a55e6cf5162d5047e29a3e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.05485",
    "kind": "arxiv",
    "version": 6
  }
}