Pith Number

pith:75LU6VML

pith:2020:75LU6VMLRFEFBWOKMD6JD2UMYC

not attested not anchored not stored refs pending

Benchmarking Graph Neural Networks

Anh Tuan Luu, Chaitanya K. Joshi, Thomas Laurent, Vijay Prakash Dwivedi, Xavier Bresson, Yoshua Bengio

arxiv:2003.00982 v5 · 2020-03-02 · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{75LU6VMLRFEFBWOKMD6JD2UMYC}

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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

12 papers in Pith

Enhancing LLMs for Graph Tasks via Graph-aware LoRA Generation

Can Subgraph Explanations Be Weaponized to Steal Graph Neural Networks?

Learning Dynamic Stability Landscapes in Synchronization Networks

Grothendieck Graph Neural Networks Framework: An Algebraic Platform for Crafting Topology-Aware GNNs

HSG-12M: A Large-Scale Benchmark of Spatial Multigraphs from the Energy Spectra of Non-Hermitian Crystals

Receipt and verification

First computed	2026-07-05T05:28:40.398751Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff574f558b894850d9ca60fc91ea8cc0b24b12650622241448fd28fc387dd112

Aliases

arxiv: 2003.00982 · arxiv_version: 2003.00982v5 · doi: 10.48550/arxiv.2003.00982 · pith_short_12: 75LU6VMLRFEF · pith_short_16: 75LU6VMLRFEFBWOK · pith_short_8: 75LU6VML

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/75LU6VMLRFEFBWOKMD6JD2UMYC \
  | 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: ff574f558b894850d9ca60fc91ea8cc0b24b12650622241448fd28fc387dd112

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "27fc1a17e077067bbff9298f4c0b85ca781de8c753f1411a1aaa976d87eb9469",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-03-02T15:58:46Z",
    "title_canon_sha256": "b48467fb72bb17902617c544e5a5c5bbbd037cde82a56e6b95d2823d12017e9c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.00982",
    "kind": "arxiv",
    "version": 5
  }
}