Paper Citation Record · LEDGER

Efficiency Unleashed: Inference Acceleration for LLM-based Recommender Systems with Speculative Decoding

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2408.05676.

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

pith.paper-citation-record.v1
2408.05676 v2

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 2026-08-09T06:31:02.800959+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:19:19.371243Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T12:06:04.817121Z

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 d2326f22-5198-4046-bafc-e7f8c1597f2b · inbound

InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation cites this paper.

InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Efficiency Unleashed: Inference Acceleration for LLM-based Recommender Systems with Speculative Decoding

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T15:19:19.371243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f39d3b09-9562-41bf-8a06-da957b0b0ef8 · inbound

Generative Representational Learning of Foundation Models for Recommendation cites this paper.

Generative Representational Learning of Foundation Models for Recommendation Efficiency Unleashed: Inference Acceleration for LLM-based Recommender Systems with Speculative Decoding

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T01:06:07.463756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94cc61ca-0653-49eb-8f7f-f613f3745899 · inbound

EARN: Efficient Inference Acceleration for LLM-based Generative Recommendation by Register Tokens cites this paper.

EARN: Efficient Inference Acceleration for LLM-based Generative Recommendation by Register Tokens Efficiency Unleashed: Inference Acceleration for LLM-based Recommender Systems with Speculative Decoding

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T21:18:51.342589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a955c63-25f5-4901-88bf-d8c96cec4c7b · inbound

Modular Representation Compression: Adapting LLMs for Efficient and Effective Recommendations cites this paper.

Modular Representation Compression: Adapting LLMs for Efficient and Effective Recommendations Efficiency Unleashed: Inference Acceleration for LLM-based Recommender Systems with Speculative Decoding

Reference 71

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:06:04.824341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.