Paper Citation Record · LEDGER

Optimized Multi-Token Joint Decoding with Auxiliary Model for LLM Inference

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2407.09722.

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

pith.paper-citation-record.v1
2407.09722 v4

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 2026-08-07T06:34:17.273281+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:32:42.269242Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-15T14:20:03.351921Z

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 1d8a7156-2701-4718-b3bd-ad8bc95dabaf · inbound

Think Before You Accept: Semantic Reflective Verification for Faster Speculative Decoding cites this paper.

Think Before You Accept: Semantic Reflective Verification for Faster Speculative Decoding Optimized Multi-Token Joint Decoding with Auxiliary Model for LLM Inference

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:42.269242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 137b5722-76e6-45f9-93f9-7dd36980ffda · inbound

AdaDecode: Accelerating LLM Decoding with Adaptive Layer Parallelism cites this paper.

AdaDecode: Accelerating LLM Decoding with Adaptive Layer Parallelism Optimized Multi-Token Joint Decoding with Auxiliary Model for LLM Inference

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T11:02:39.349604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3eab822c-bb5e-4832-8671-a67b8ebb9a4a · inbound

ConFu: Contemplate the Future for Better Speculative Sampling cites this paper.

ConFu: Contemplate the Future for Better Speculative Sampling Optimized Multi-Token Joint Decoding with Auxiliary Model for LLM Inference

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-15T14:20:03.354644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 21d94e01-3fbe-4051-95dd-6cf6a792907c · inbound

CATS: Cascaded Adaptive Tree Speculation for Memory-Limited LLM Inference Acceleration cites this paper.

CATS: Cascaded Adaptive Tree Speculation for Memory-Limited LLM Inference Acceleration Optimized Multi-Token Joint Decoding with Auxiliary Model for LLM Inference

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-13T04:07:13.079328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.