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Paper Citation Record · LEDGER

The Sparsity Roofline: Understanding the Hardware Limits of Sparse Neural Networks

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2310.00496.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2310.00496 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T14:20:56.792396Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-11T00:25:53.222876Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation e598b340-5a18-4987-b636-5e7396a9dc81 · inbound

SQ-DM: Accelerating Diffusion Models with Aggressive Quantization and Temporal Sparsity cites this paper.

SQ-DM: Accelerating Diffusion Models with Aggressive Quantization and Temporal Sparsity The Sparsity Roofline: Understanding the Hardware Limits of Sparse Neural Networks

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-10T14:20:56.792396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:20:56.792396Z digest=sha256:598d6daab6b4b4d6db4924ad1d469d0edf2b253ce871c5278e6d30baf37c9b81

Observation a97af929-84df-4af9-bd3b-15cf62782171 · inbound

Sparsity-Aware Roofline Models for Sparse Matrix-Matrix Multiplication cites this paper.

Sparsity-Aware Roofline Models for Sparse Matrix-Matrix Multiplication The Sparsity Roofline: Understanding the Hardware Limits of Sparse Neural Networks

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-11T00:25:53.229131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T18:30:56.279608Z digest=sha256:6372c94afa91cdd77f150e178d144e7c6969e13deef49728fa0fd937a4a5dbd6