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Paper Citation Record · LEDGER

Sirius: Contextual Sparsity with Correction for Efficient LLMs

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2409.03856.

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

pith.paper-citation-record.v1
2409.03856 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T04:28:03.997075Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T05:47:41.864258Z

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 89c69067-4879-4461-a393-8a3255bd9f70 · inbound

QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache cites this paper.

QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache Sirius: Contextual Sparsity with Correction for Efficient LLMs

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-09T04:28:03.997075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T04:28:03.997075Z digest=sha256:299db4832c89b2beb96bd2d24f3aa3e7b124f1c1b9a93df103273b90408a23bf

Observation 0d4ac30f-5025-4671-8c50-3799667ecd85 · inbound

Mitigating Non-IID Drift in Zeroth-Order Federated LLM Fine-Tuning with Transferable Sparsity cites this paper.

Mitigating Non-IID Drift in Zeroth-Order Federated LLM Fine-Tuning with Transferable Sparsity Sirius: Contextual Sparsity with Correction for Efficient LLMs

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T11:16:23.379721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:16:23.379721Z digest=sha256:3ae3563b10b1807bbcbc0e58a059019521359f6897101cfaaa2f33abd5940610

Observation 20285140-5751-488b-a7f9-a6ebb74011ad · inbound

Continual LLM Upcycling: A Predictor-Gated Bank-Wise Sparsity Training Recipe for Dense-to-Sparse LLMs cites this paper.

Continual LLM Upcycling: A Predictor-Gated Bank-Wise Sparsity Training Recipe for Dense-to-Sparse LLMs Sirius: Contextual Sparsity with Correction for Efficient LLMs

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-07-03T05:47:41.865802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-27T13:04:05.807414Z digest=sha256:908aa5970cf028b1728e4ffbb95ae30494ae573e55b9715dc2481b4b8a1d99f7