Pith Number

pith:LJ5ILQ45

pith:2024:LJ5ILQ45LPOGGIUB5GYU7FVVIH

not attested not anchored not stored refs pending

A Dynamical Systems-Inspired Pruning Strategy for Addressing Oversmoothing in Graph Neural Networks

Biswadeep Chakraborty, Harshit Kumar, Saibal Mukhopadhyay

arxiv:2412.07243 v1 · 2024-12-10 · 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{LJ5ILQ45LPOGGIUB5GYU7FVVIH}

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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	2026-07-05T09:47:06.610993Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a7a85c39d5bdc632281e9b14f96b541d6b24e568fd5612af4059c2a18fc2957

Aliases

arxiv: 2412.07243 · arxiv_version: 2412.07243v1 · doi: 10.48550/arxiv.2412.07243 · pith_short_12: LJ5ILQ45LPOG · pith_short_16: LJ5ILQ45LPOGGIUB · pith_short_8: LJ5ILQ45

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/LJ5ILQ45LPOGGIUB5GYU7FVVIH \
  | 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: 5a7a85c39d5bdc632281e9b14f96b541d6b24e568fd5612af4059c2a18fc2957

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7f807de2eca6bfec3a672c1020ce8b593129769ea6a4970d73b04db8c3740a21",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-10T07:07:06Z",
    "title_canon_sha256": "0b53a5e111d5d0edeaf081cd14d2d05dee2b41fb7ff7737ac8f72f4ed44b3ca9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07243",
    "kind": "arxiv",
    "version": 1
  }
}