{
  "schema_version": 2,
  "title": "Reproduction: Computationally-efficient Graph Modeling with Refined Graph Random Features",
  "emoji": "🔬",
  "space_id": "amkkk/repro-computationally-efficient-graph-modeling-with-refined-graph-random-features",
  "paper": null,
  "tags": [
    "icml2026-repro",
    "paper-NvJPE1oiKd"
  ],
  "updated_at": "2026-07-30T08:22:52+00:00",
  "root": {
    "slug": "index",
    "title": "Reproduction: Computationally-efficient Graph Modeling with Refined Graph Random Features",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "executive-summary",
        "title": "Executive Summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-walk-stitching",
        "title": "Claim 1: Walk-stitching mechanism",
        "file": "pages/claim-1-walk-stitching/page.md",
        "children": []
      },
      {
        "slug": "claim-2-mse-improvement",
        "title": "Claim 2: MSE improvement with degree",
        "file": "pages/claim-2-mse-improvement/page.md",
        "children": []
      },
      {
        "slug": "claim-3-complexity",
        "title": "Claim 3: O(N) complexity via JL",
        "file": "pages/claim-3-complexity/page.md",
        "children": []
      },
      {
        "slug": "claim-4-node-clustering",
        "title": "Claim 4: Node clustering",
        "file": "pages/claim-4-node-clustering/page.md",
        "children": []
      },
      {
        "slug": "claim-5-mesh-normal",
        "title": "Claim 5: Mesh normal prediction",
        "file": "pages/claim-5-mesh-normal/page.md",
        "children": []
      },
      {
        "slug": "claim-6-high-diameter",
        "title": "Claim 6: High-diameter graphs",
        "file": "pages/claim-6-high-diameter/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
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