Pith. sign in
Pith Number

pith:PMCJQLZJ

pith:2022:PMCJQLZJZCQFM7ISOWOZ22DOAV
not attested not anchored not stored refs pending

How Powerful is Implicit Denoising in Graph Neural Networks

Dinghao Wu, HanZe Dong, Jinghui Chen, Lu Lin, Rex Ying, Songtao Liu

arxiv:2209.14514 v1 · 2022-09-29 · cs.LG

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\usepackage{pith}
\pithnumber{PMCJQLZJZCQFM7ISOWOZ22DOAV}

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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.
Receipt and verification
First computed 2026-07-05T05:01:53.772191Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7b04982f29c8a0567d12759d9d686e057053e6f23deab5e417266f9d4f3a3cef

Aliases

arxiv: 2209.14514 · arxiv_version: 2209.14514v1 · doi: 10.48550/arxiv.2209.14514 · pith_short_12: PMCJQLZJZCQF · pith_short_16: PMCJQLZJZCQFM7IS · pith_short_8: PMCJQLZJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/PMCJQLZJZCQFM7ISOWOZ22DOAV \
  | 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: 7b04982f29c8a0567d12759d9d686e057053e6f23deab5e417266f9d4f3a3cef
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c947825ddb1948d029d5e6e829a35e7a979569ee38dfb9655610a2a096c39a6b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-29T02:19:39Z",
    "title_canon_sha256": "f9c77905d301a4e794402f883b14e8b86aa13ccf737050b187da7b61b93febd8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.14514",
    "kind": "arxiv",
    "version": 1
  }
}