Oversmoothing as Representation Degeneracy in Neural Sheaf Diffusion

Oversmoothing as Representation Degeneracy in Neural Sheaf Diffusion | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/oversmoothing-as-representation-degeneracy-in-neural-sheaf-diffusion

stale

Proof freshness: stale
Proof status: unverified
Display score: 4/10
Last proof check: 2026-05-13
Score updated: 2026-05-13
Score fresh until: 2026-06-12
References: 0
Source count: 3
Coverage: 50%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID oversmoothing-as-representation-degeneracy-in-neural-sheaf-diffusion | Route /signal-canvas/oversmoothing-as-representation-degeneracy-in-neural-sheaf-diffusion

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/oversmoothing-as-representation-degeneracy-in-neural-sheaf-diffusion

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "oversmoothing-as-representation-degeneracy-in-neural-sheaf-diffusion",
    "query_text": "Summarize Oversmoothing as Representation Degeneracy in Neural Sheaf Diffusion"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Oversmoothing as Representation Degeneracy in Neural Sheaf Diffusion",
  "normalized_query": "2605.11178",
  "route": "/signal-canvas/oversmoothing-as-representation-degeneracy-in-neural-sheaf-diffusion",
  "paper_ref": "oversmoothing-as-representation-degeneracy-in-neural-sheaf-diffusion",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Oversmoothing as Representation Degeneracy in Neural Sheaf Diffusion

PDF: https://arxiv.org/pdf/2605.11178v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-13T21:03:58.732Z

Signal Canvas receipt window

Not build-ready: Oversmoothing as Representation Degeneracy in Neural Sheaf Diffusion

/buildability/oversmoothing-as-representation-degeneracy-in-neural-sheaf-diffusion

Ignoreblocked

Subject: Oversmoothing as Representation Degeneracy in Neural Sheaf Diffusion

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

Oversmoothing as Representation Degeneracy in Neural Sheaf Diffusion

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