Paper Citation Record · LEDGER

SpecLA: Efficient Speculative Decoding for Linear-Attention Models

As of 21 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2607.16673.

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

pith.paper-citation-record.v1
2607.16673 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T20:19:46.943890Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

31 of 31 outbound references displayed

verified exact0
verified fuzzy0
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 47197aa4-8472-44f3-b25f-02ede60ffc4c · outbound

This paper cites Hydra: Sequentially-Dependent Draft Heads for Medusa Decoding.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models Hydra: Sequentially-Dependent Draft Heads for Medusa Decoding

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:44.468840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9355325-7e93-4715-8e54-dce1dbe32e1c · outbound

This paper cites an unresolved cited work.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:44.570836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca9166a2-c1c1-4700-af34-ecf8e0a455d9 · outbound

This paper cites Lee, Deming Chen, and Tri Dao.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models Lee, Deming Chen, and Tri Dao

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:44.795287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74384af6-6074-4869-9dd8-4920296e18a6 · outbound

This paper cites Accelerating Large Language Model Decoding with Speculative Sampling.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models Accelerating Large Language Model Decoding with Speculative Sampling

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:44.864627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4b7416e-e9bf-4d7b-91f2-c5e059305b7b · outbound

This paper cites an unresolved cited work.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:44.969956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed31f3b6-7cc3-4979-a451-2b202ffd0f41 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:45.081917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73b0a4f6-d72f-4f4c-b47e-394cca338861 · outbound

This paper cites Prasanna.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models Prasanna

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:45.164954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94413e30-a693-435c-9038-c8d829e3db3e · outbound

This paper cites Gonzalez, Hao Zhang, and Ion Sto- ica.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models Gonzalez, Hao Zhang, and Ion Sto- ica

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:45.354547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31157899-1f90-4987-b73e-5935e8ade092 · outbound

This paper cites an unresolved cited work.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:45.448459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cc75234-f5e2-47d6-b0d4-b9f1e7b013d6 · outbound

This paper cites EAGLE-2: Faster Inference of Language Models with Dynamic Draft Trees.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models EAGLE-2: Faster Inference of Language Models with Dynamic Draft Trees

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:45.490838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7220748c-6821-4677-9c8e-6f72fde2ba9e · outbound

This paper cites an unresolved cited work.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:45.565607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed6bddaf-7008-42ae-b7e9-2200d18c2bb1 · outbound

This paper cites EAGLE-3: Scaling up Inference Acceleration of Large Language Models via Training-Time Test.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models EAGLE-3: Scaling up Inference Acceleration of Large Language Models via Training-Time Test

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:45.635216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78ecd64d-95bb-4bd4-a59d-a12947607b8a · outbound

This paper cites an unresolved cited work.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:45.689578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35af792b-667d-4a70-b21c-3473c8ea45f4 · outbound

This paper cites an unresolved cited work.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:45.765931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c188c72-bf60-4ae6-97c1-fb10eb930f0c · outbound

This paper cites an unresolved cited work.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:45.833691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6bac746-3df4-4497-bb8b-5082113583f7 · outbound

This paper cites an unresolved cited work.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:45.881868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81cd479b-af67-4208-84b7-963f2ef20790 · outbound

This paper cites an unresolved cited work.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:46.024061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee090f6f-0795-4395-88c4-0dd02180dc43 · outbound

This paper cites an unresolved cited work.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:46.113630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 386fd394-7545-482e-8937-413b2559c1f8 · outbound

This paper cites Qwen3 Technical Report.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models Qwen3 Technical Report

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:46.203786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 436c64e6-b492-4052-b755-58e359649f93 · outbound

This paper cites an unresolved cited work.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:46.270209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a80fe95e-a18e-458a-a047-67b37a11d1b1 · outbound

This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models Gomez, Lukasz Kaiser, and Illia Polosukhin

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:46.360892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9583f771-ba9c-4c03-b663-ecf2a5e74d92 · outbound

This paper cites an unresolved cited work.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:46.436936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe7d6a8e-275f-4058-bd69-92e457af3878 · outbound

This paper cites an unresolved cited work.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:46.501977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8035a39e-49b4-427f-a836-aeac380d5954 · outbound

This paper cites Gated Delta Networks: Improving Mamba2 with Delta Rule.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models Gated Delta Networks: Improving Mamba2 with Delta Rule

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:46.593633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f67ae79-a6aa-4c6f-ab50-eab0532cf842 · outbound

This paper cites an unresolved cited work.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:46.690162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b838c0bd-aa02-48ea-b6f9-dbe30dbcbd4e · outbound

This paper cites an unresolved cited work.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:46.760226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b3b4eab-891c-4cfa-93c5-57b014966e9e · outbound

This paper cites an unresolved cited work.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:46.943890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16d3ec25-d680-41d7-b7e8-085ab29b01d2 · outbound

This paper cites InAdvances in Neural Information Processing Systems, Vol.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models InAdvances in Neural Information Processing Systems, Vol

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:45.953747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bf6e88e-6e34-4ae0-b3b4-76fb566e3f1f · outbound

This paper cites InAdvances in Neural Information Processing Sys- tems, Vol.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models InAdvances in Neural Information Processing Sys- tems, Vol

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:46.860632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56fa3ec7-bc09-4ce8-941b-63b7b7eda8bf · outbound

This paper cites arXiv preprint arXiv:2503.14376.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models arXiv preprint arXiv:2503.14376

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:44.701711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0864df3-7a2b-476b-9a5a-de8c17440a56 · outbound

This paper cites arXiv preprint arXiv:2603.05931.

SpecLA: Efficient Speculative Decoding for Linear-Attention Models arXiv preprint arXiv:2603.05931

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-01T20:19:45.246592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.