Paper Citation Record · LEDGER

SpecExec: Massively Parallel Speculative Decoding for Interactive LLM Inference on Consumer Devices

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2406.02532.

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

pith.paper-citation-record.v1
2406.02532 v3

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 2026-08-08T06:32:00.761636+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:35:12.606615Z

measured 0 of 1 external citation measurements

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 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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.