Paper Citation Record · LEDGER

Sirius: Contextual Sparsity with Correction for Efficient LLMs

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 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 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:19:29.191182Z

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 5146d308-32f4-4c59-8eb4-a345faf62b1c · inbound

Instruction-Following Pruning for Large Language Models cites this paper.

Instruction-Following Pruning for Large Language Models Sirius: Contextual Sparsity with Correction for Efficient LLMs

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T22:19:29.191182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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.

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.

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 2026-08-21T06:32:19.484+00:00.