Pith Number

pith:FEYEF7E5

pith:2021:FEYEF7E5XHPZT7AGDH5VXLSROM

not attested not anchored not stored refs pending

Two Sides of the Same Coin: Heterophily and Oversmoothing in Graph Convolutional Neural Networks

Danai Koutra, Kevin Swersky, Milad Hashemi, Yaoqing Yang, Yujun Yan

arxiv:2102.06462 v8 · 2021-02-12 · cs.LG

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

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\usepackage{pith}
\pithnumber{FEYEF7E5XHPZT7AGDH5VXLSROM}

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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

4 papers in Pith

FedLAB: Traceable Semantic Codebooks for Federated Multimodal Graph Foundation Learning

Graph Neural Networks for Graphs with Heterophily: A Survey

SIGMA: An Efficient Heterophilous Graph Neural Network with Fast Global Aggregation

Evaluating LLMs on Large-Scale Graph Property Estimation via Random Walks

Receipt and verification

First computed	2026-07-05T05:19:50.732481Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

293042fc9db9df99fc0619fb5bae51731a2ce25e3979cca8390d4597fc69c5b5

Aliases

arxiv: 2102.06462 · arxiv_version: 2102.06462v8 · doi: 10.48550/arxiv.2102.06462 · pith_short_12: FEYEF7E5XHPZ · pith_short_16: FEYEF7E5XHPZT7AG · pith_short_8: FEYEF7E5

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/FEYEF7E5XHPZT7AGDH5VXLSROM \
  | 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: 293042fc9db9df99fc0619fb5bae51731a2ce25e3979cca8390d4597fc69c5b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a372bf821d8b35e165fc7134c3db9994f3fc0296166f3a5033f7e0418e16055",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-02-12T11:52:34Z",
    "title_canon_sha256": "ff987d3fa3cd4b9b8e0e56bdd65515147c39fff2151568e5843464d354a0becd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.06462",
    "kind": "arxiv",
    "version": 8
  }
}