Pith Number

pith:ZUYNZBGH

pith:2021:ZUYNZBGH4W5IKCBRAVERC5PLU5

not attested not anchored not stored refs pending

Bag of Tricks for Node Classification with Graph Neural Networks

David Wipf, Jiarui Jin, Weinan Zhang, Yangkun Wang, Yong Yu, Zheng Zhang

arxiv:2103.13355 v4 · 2021-03-24 · 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{ZUYNZBGH4W5IKCBRAVERC5PLU5}

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

2 papers in Pith

Revisiting Pre-Propagation GNNs: Robust Diffusion Operators and Hidden-State Re-Propagation

How Attentive are Graph Attention Networks?

Receipt and verification

First computed	2026-07-05T03:22:45.371685Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd30dc84c7e5ba85083105491175eba752f7776f7a9dcd46a75dd73b86477491

Aliases

arxiv: 2103.13355 · arxiv_version: 2103.13355v4 · doi: 10.48550/arxiv.2103.13355 · pith_short_12: ZUYNZBGH4W5I · pith_short_16: ZUYNZBGH4W5IKCBR · pith_short_8: ZUYNZBGH

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/ZUYNZBGH4W5IKCBRAVERC5PLU5 \
  | 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: cd30dc84c7e5ba85083105491175eba752f7776f7a9dcd46a75dd73b86477491

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9c773c5ea0f48d08dc51b6350b4af7457212b38e793c364441aac3d2e56f325c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-24T17:24:26Z",
    "title_canon_sha256": "99261129772f4c94bc6376afb05cfdcd96e2fc2a44f624711fe3997b3950cecc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.13355",
    "kind": "arxiv",
    "version": 4
  }
}