Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
SpecExec: Massively Parallel Speculative Decoding for Interactive LLM Inference on Consumer Devices
As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2406.02532.
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 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-12T16:49:22.079379Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T10:27:57.095220Z
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 84b2bb9d-d6d4-41f5-b1e3-78598bc1ce1c · inbound
Closer Look at Efficient Inference Methods: A Survey of Speculative Decoding cites this paper.
Closer Look at Efficient Inference Methods: A Survey of Speculative Decoding SpecExec: Massively Parallel Speculative Decoding for Interactive LLM Inference on Consumer Devices
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T16:49:22.079379Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2056f3d-f25c-4cfa-962d-4f14d197f5ce · inbound
CLaSp: In-Context Layer Skip for Self-Speculative Decoding cites this paper.
CLaSp: In-Context Layer Skip for Self-Speculative Decoding SpecExec: Massively Parallel Speculative Decoding for Interactive LLM Inference on Consumer Devices
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:35:12.606615Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9dc860e1-309d-4dea-9d8a-324fadcb4e49 · inbound
Collaborative Inference and Learning between Edge SLMs and Cloud LLMs: A Survey of Algorithms, Execution, and Open Challenges cites this paper.
Collaborative Inference and Learning between Edge SLMs and Cloud LLMs: A Survey of Algorithms, Execution, and Open Challenges SpecExec: Massively Parallel Speculative Decoding for Interactive LLM Inference on Consumer Devices
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:06:47.851506Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a058bf9e-5240-4edd-b6f4-910d37805bbe · inbound
FASER: Fine-Grained Phase Management for Speculative Decoding in Dynamic LLM Serving cites this paper.
FASER: Fine-Grained Phase Management for Speculative Decoding in Dynamic LLM Serving SpecExec: Massively Parallel Speculative Decoding for Interactive LLM Inference on Consumer Devices
Reference 40
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T22:59:17.682755Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 17e8de78-d0d8-4059-8251-89cab4c284e9 · inbound
From 2D Grids to 1D Tokens: Reforming Shared Representations for Multimodal Image Fusion cites this paper.
From 2D Grids to 1D Tokens: Reforming Shared Representations for Multimodal Image Fusion SpecExec: Massively Parallel Speculative Decoding for Interactive LLM Inference on Consumer Devices
Reference 34
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T10:27:57.097243Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.