Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
DEL: Context-Aware Dynamic Exit Layer for Efficient Self-Speculative Decoding
As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2504.05598.
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 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-14T04:36:59.782376Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T01:06:24.210812Z
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 34224e74-e6de-49e1-9e6b-f668b97023ec · inbound
KnapSpec: Self-Speculative Decoding via Adaptive Layer Selection as a Knapsack Problem cites this paper.
KnapSpec: Self-Speculative Decoding via Adaptive Layer Selection as a Knapsack Problem DEL: Context-Aware Dynamic Exit Layer for Efficient Self-Speculative Decoding
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T21:43:17.701326Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2a62a3f-bea1-4ced-8329-b10a2d0b0a28 · inbound
Scaling LLM Inference Beyond Amdahl`s Limits via Eliminating Non-Scalable Overheads cites this paper.
Scaling LLM Inference Beyond Amdahl`s Limits via Eliminating Non-Scalable Overheads DEL: Context-Aware Dynamic Exit Layer for Efficient Self-Speculative Decoding
Reference 54
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T01:06:24.212267Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1341b6a8-c646-4b59-af96-c8c799e8ca4d · inbound
LibraSpec: Dynamic Diffusion-Based Speculative Decoding via Marginal-Gain-Driven Optimization cites this paper.
LibraSpec: Dynamic Diffusion-Based Speculative Decoding via Marginal-Gain-Driven Optimization DEL: Context-Aware Dynamic Exit Layer for Efficient Self-Speculative Decoding
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:36:59.782376Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.