{
  "title": "A Graphop Analysis of Graph Neural Networks on Sparse Graphs: Generalization and Universal Approximation",
  "orid": "tRsnpaRO0m",
  "space_id": "neonforestmist/repro-graphop-sparse-gnn",
  "forecast": "12/12",
  "repair": "claim-faithful-v3",
  "repaired_at": "2026-07-27T18:59:51.256178+00:00",
  "pages": [
    "01-graphops-are-introduced-self-adjoint-positivity",
    "02-restricted-subclass-called-bounded-fiber-operato",
    "03-establishes-message-passing-neural-networks",
    "04-space-bofop-didms-degree-indexed-distribution-me",
    "05-uses-compactness-continuity-universal-approximat",
    "06-derives-generalization-bounds-showing-generaliza",
    "conclusion"
  ],
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}