Pith Number

pith:FWYFOPW5

pith:2020:FWYFOPW5OIRDDMRD6FH5UL4URC

not attested not anchored not stored refs pending

Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs

Danai Koutra, Jiong Zhu, Leman Akoglu, Lingxiao Zhao, Mark Heimann, Yujun Yan

arxiv:2006.11468 v2 · 2020-06-20 · 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{FWYFOPW5OIRDDMRD6FH5UL4URC}

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

Graph Transductive Sharpening: Leveraging Unlabeled Predictions in Node Classification

TRAVELFRAUDBENCH: A Configurable Evaluation Framework for GNN Fraud Ring Detection in Travel Networks

Receipt and verification

First computed	2026-07-05T01:45:28.163026Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2db0573edd722231b223f14fda2f948884bca6ce611c1da5044583703404848a

Aliases

arxiv: 2006.11468 · arxiv_version: 2006.11468v2 · doi: 10.48550/arxiv.2006.11468 · pith_short_12: FWYFOPW5OIRD · pith_short_16: FWYFOPW5OIRDDMRD · pith_short_8: FWYFOPW5

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/FWYFOPW5OIRDDMRD6FH5UL4URC \
  | 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: 2db0573edd722231b223f14fda2f948884bca6ce611c1da5044583703404848a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d41bfd8e8680d9c43fda9ee97f383daaa46401ac100e89db5423d47e267b24f",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-20T02:05:01Z",
    "title_canon_sha256": "a1249fef68367df92f82010eb9c7c21bd0b591cdf856619f00c332d605018ac5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.11468",
    "kind": "arxiv",
    "version": 2
  }
}