Paper Citation Record · LEDGER

MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2408.11049.

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

pith.paper-citation-record.v1
2408.11049 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 13 of 13 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 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:42:51.603894Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T16:49:58.007458Z

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 2f28a232-067d-40cb-b824-62a0df9bdbc0 · inbound

Speculative Decoding Reimagined for Multimodal Large Language Models cites this paper.

Speculative Decoding Reimagined for Multimodal Large Language Models MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:51.603894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4467345-caf4-49e6-b679-aa075b55f43b · inbound

POSS: Position Specialist Generates Better Draft for Speculative Decoding cites this paper.

POSS: Position Specialist Generates Better Draft for Speculative Decoding MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:15.629115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9161153-b987-4d15-aee1-1ea702c8f66c · inbound

Rectified Sparse Attention cites this paper.

Rectified Sparse Attention MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T10:52:48.966152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cad4fde1-361c-49c6-b4aa-03316ac2335f · inbound

Kinetics: Rethinking Test-Time Scaling Laws cites this paper.

Kinetics: Rethinking Test-Time Scaling Laws MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T10:30:34.361014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e294fe4-01d2-4df9-951e-e13471fef135 · inbound

Efficient Speculative Decoding for Llama at Scale: Challenges and Solutions cites this paper.

Efficient Speculative Decoding for Llama at Scale: Challenges and Solutions MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T21:38:54.422691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0da2e121-d397-448b-a3fd-980418478669 · inbound

VeriCache: Turning Lossy KV Cache into Lossless LLM Inference cites this paper.

VeriCache: Turning Lossy KV Cache into Lossless LLM Inference MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-05-19T22:12:51.241812Z

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 5c1d7260-7a2b-4492-8a4d-77b65aa654d5 · inbound

Draft Less, Retrieve More: Hybrid Tree Construction for Speculative Decoding cites this paper.

Draft Less, Retrieve More: Hybrid Tree Construction for Speculative Decoding MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-20T07:03:06.475761Z

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 787afe6e-c5b8-43e5-9da4-2c363246ef66 · inbound

Cassandra: Enabling Reasoning LLMs at Edge via Self-Speculative Decoding cites this paper.

Cassandra: Enabling Reasoning LLMs at Edge via Self-Speculative Decoding MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-07-01T16:25:49.771810Z

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 fc20ef10-fd8f-42d8-be30-d0b8017cb39f · inbound

Bastion: Budget-Aware Speculative Decoding with Tree-structured Block Diffusion Drafting cites this paper.

Bastion: Budget-Aware Speculative Decoding with Tree-structured Block Diffusion Drafting MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:53:15.754279Z

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 0c7a41a4-610e-419d-8072-6e7dd61d1906 · inbound

Dustin: Draft-Augmented Sparse Verification for Efficient Long-Context Generation with Speculative Decoding cites this paper.

Dustin: Draft-Augmented Sparse Verification for Efficient Long-Context Generation with Speculative Decoding MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T16:49:58.008738Z

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 6e2bb28c-2eb5-42a4-a410-1f64ec48e3af · inbound

Windowed-MTP: Removing the Full-Context Draft-KV Tax at Million-Token Context cites this paper.

Windowed-MTP: Removing the Full-Context Draft-KV Tax at Million-Token Context MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T07:13:06.664423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8488615-9671-4350-a847-36ade7ada7b1 · inbound

Revisiting Lossy Verification in Speculative Decoding: Mechanisms, Trade-offs, and Failure Modes cites this paper.

Revisiting Lossy Verification in Speculative Decoding: Mechanisms, Trade-offs, and Failure Modes MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T12:06:59.187881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c7ba51d-07d8-42be-9d79-0aa6fcac4444 · inbound

A Sparse Glimpse of the Whole: Train-Free Self-Speculative Decoding cites this paper.

A Sparse Glimpse of the Whole: Train-Free Self-Speculative Decoding MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T02:28:04.784269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.