Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache
As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2502.10424.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T09:50:33.435680Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T16:49:57.974789Z
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 c0656267-ad41-4e6f-87a4-232f400ca9a7 · inbound
Cassandra: Enabling Reasoning LLMs at Edge via Self-Speculative Decoding cites this paper.
Cassandra: Enabling Reasoning LLMs at Edge via Self-Speculative Decoding QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache
Reference 58
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T16:25:49.796335Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 0ab90f20-25c1-40fd-806a-42174a472642 · inbound
Dustin: Draft-Augmented Sparse Verification for Efficient Long-Context Generation with Speculative Decoding cites this paper.
Dustin: Draft-Augmented Sparse Verification for Efficient Long-Context Generation with Speculative Decoding QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T16:49:57.977064Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation eae26172-954a-4608-af4f-ba240ae149de · inbound
High-accuracy Low-Bit KV-Cache Quantization via Local Distribution Restoration cites this paper.
High-accuracy Low-Bit KV-Cache Quantization via Local Distribution Restoration QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T09:50:33.435680Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.