{
  "schema_version": 1,
  "title": "Repro - Gauge-Equivariant Graph Networks via Self-Interference Cancellation",
  "emoji": "📡",
  "space_id": "Sor0ush/repro-gauge-equivariant-graph-networks-self-interference-cancellation",
  "paper": {
    "arxiv_id": "2511.16062",
    "openreview_id": "hFocSMm1Ke",
    "title": "Gauge-Equivariant Graph Networks via Self-Interference Cancellation"
  },
  "tags": [
    "icml2026-repro",
    "paper-hFocSMm1Ke"
  ],
  "updated_at": "2026-07-16T02:04:23+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - Gauge-Equivariant Graph Networks via Self-Interference Cancellation",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "claim-1-sic-module-and-u-1-gauge-transport",
        "title": "Claim 1: SIC module and U(1) gauge transport",
        "file": "pages/claim-1-sic-module-and-u-1-gauge-transport/page.md",
        "children": []
      },
      {
        "slug": "claim-2-table-1-benchmark-accuracy",
        "title": "Claim 2: Table 1 benchmark accuracy",
        "file": "pages/claim-2-table-1-benchmark-accuracy/page.md",
        "children": []
      },
      {
        "slug": "claim-3-large-scale-heterophilous-graphs",
        "title": "Claim 3: Large-scale heterophilous graphs",
        "file": "pages/claim-3-large-scale-heterophilous-graphs/page.md",
        "children": []
      },
      {
        "slug": "claim-4-theorems-5-5-and-5-8",
        "title": "Claim 4: Theorems 5.5 and 5.8",
        "file": "pages/claim-4-theorems-5-5-and-5-8/page.md",
        "children": []
      },
      {
        "slug": "claim-5-oversmoothing-at-12-layers",
        "title": "Claim 5: Oversmoothing at 12 layers",
        "file": "pages/claim-5-oversmoothing-at-12-layers/page.md",
        "children": []
      },
      {
        "slug": "claim-6-ablation-study-table-2",
        "title": "Claim 6: Ablation study Table 2",
        "file": "pages/claim-6-ablation-study-table-2/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 2925,
  "revision": "1784167463602554976"
}