Paper Citation Record · LEDGER

SpecMemo: Speculative Decoding is in Your Pocket

As of 17 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 1 inbound Pith citation observation for arXiv:2506.01986.

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

pith.paper-citation-record.v1
2506.01986 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:56:29.150904Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T15:48:05.463273Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-08T15:48:07.058755Z

Reference resolution

36 of 36 outbound references displayed

verified exact1
verified fuzzy0
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b257e79b-6a19-4dff-930c-92c2400d3985 · outbound

This paper cites Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads.

SpecMemo: Speculative Decoding is in Your Pocket Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T20:56:28.968888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a20a0a3d-1552-41a1-81d4-7ae414d625f0 · outbound

This paper cites BASS: Batched Attention-optimized Speculative Sampling.

SpecMemo: Speculative Decoding is in Your Pocket BASS: Batched Attention-optimized Speculative Sampling

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T20:56:28.975157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd5f635f-c7fd-42d7-880d-63af02349d57 · outbound

This paper cites The Synergy of Speculative Decoding and Batching in Serving Large Language Models.

SpecMemo: Speculative Decoding is in Your Pocket The Synergy of Speculative Decoding and Batching in Serving Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T20:56:28.981538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0aa75dca-2690-4278-a8fd-1c2709dd20be · outbound

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

SpecMemo: Speculative Decoding is in Your Pocket EAGLE-2: Faster Inference of Language Models with Dynamic Draft Trees

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T20:56:28.987507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d48b135-3c4a-4200-ab08-2a798e774246 · outbound

This paper cites EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty.

SpecMemo: Speculative Decoding is in Your Pocket EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T20:56:28.993285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c09ea21c-9141-4328-ab9a-cccc95bfa20a · outbound

This paper cites an unresolved cited work.

SpecMemo: Speculative Decoding is in Your Pocket Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:56:29.917124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8771299c-ea6d-4bff-a474-30406f71fe67 · outbound

This paper cites an unresolved cited work.

SpecMemo: Speculative Decoding is in Your Pocket Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:56:29.899777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 831691f3-1844-4afb-ad81-b343c4092df4 · outbound

This paper cites an unresolved cited work.

SpecMemo: Speculative Decoding is in Your Pocket Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:56:29.882946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 30f69ace-49f5-4c96-839e-8d433d6f8fdd · outbound

This paper cites an unresolved cited work.

SpecMemo: Speculative Decoding is in Your Pocket Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:56:29.867104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4faf6ca2-ec72-4142-bbcc-0e4265f5e4d8 · outbound

This paper cites an unresolved cited work.

SpecMemo: Speculative Decoding is in Your Pocket Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:56:29.850611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 84565471-315c-4b0e-8649-661a334e847c · outbound

This paper cites an unresolved cited work.

SpecMemo: Speculative Decoding is in Your Pocket Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:56:29.834339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c0dad9be-b36f-4de3-a301-e9c45ca2b412 · outbound

This paper cites an unresolved cited work.

SpecMemo: Speculative Decoding is in Your Pocket Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:56:29.817320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9869de3f-626b-480a-a745-2881919b6598 · outbound

This paper cites an unresolved cited work.

SpecMemo: Speculative Decoding is in Your Pocket Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:56:29.799678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 71acc92d-a4b0-441a-9f86-82c84c0b24b5 · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

SpecMemo: Speculative Decoding is in Your Pocket Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T20:56:29.042164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53aa2e4e-3c83-4466-b947-2b40fb806633 · outbound

This paper cites an unresolved cited work.

SpecMemo: Speculative Decoding is in Your Pocket Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:56:29.782668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ba2f9c3e-f36d-47fd-b023-b88f4f4e4c45 · outbound

This paper cites an unresolved cited work.

SpecMemo: Speculative Decoding is in Your Pocket Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:56:29.765635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 698ebd02-eae2-4369-9a3a-48aed16c7a7b · outbound

This paper cites Zephyr: Direct Distillation of LM Alignment.

SpecMemo: Speculative Decoding is in Your Pocket Zephyr: Direct Distillation of LM Alignment

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T20:56:29.059380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf6d02ba-4a1f-4574-a766-9156a934c80a · outbound

This paper cites an unresolved cited work.

SpecMemo: Speculative Decoding is in Your Pocket Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T20:56:29.064599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e75c2d5-da11-47fb-a382-17761864876b · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

SpecMemo: Speculative Decoding is in Your Pocket Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T20:56:29.069628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e2faeec-d0f9-4e54-a783-6b8c1408b687 · outbound

This paper cites Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding.

SpecMemo: Speculative Decoding is in Your Pocket Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T20:56:29.073706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cd74e9e-5057-4edf-ae45-d6f027a4af6e · outbound

This paper cites SpecRouter: Adaptive Routing for Multi-Level Speculative Decoding in Large Language Models.

SpecMemo: Speculative Decoding is in Your Pocket SpecRouter: Adaptive Routing for Multi-Level Speculative Decoding in Large Language Models

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-15T20:56:29.575242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d74930fc-08d2-4beb-aeac-3547c0f902b7 · outbound

This paper cites an unresolved cited work.

SpecMemo: Speculative Decoding is in Your Pocket Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T20:56:29.082519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98f77ff6-668c-47cc-acd1-e9503c26b7df · outbound

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

SpecMemo: Speculative Decoding is in Your Pocket Accelerating Large Language Model Decoding with Speculative Sampling

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T20:56:29.086420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 428f083a-5d89-4822-bcc6-bb13f998bcd0 · outbound

This paper cites A Theoretical Perspective for Speculative Decoding Algorithm.

SpecMemo: Speculative Decoding is in Your Pocket A Theoretical Perspective for Speculative Decoding Algorithm

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T20:56:29.090486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5a57258-a70f-495a-945b-8755198e27a2 · outbound

This paper cites Block Verification Accelerates Speculative Decoding.

SpecMemo: Speculative Decoding is in Your Pocket Block Verification Accelerates Speculative Decoding

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T20:56:29.094675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fa9e993-0b2b-46bd-b6cc-b10db16d292b · outbound

This paper cites H$_2$O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.

SpecMemo: Speculative Decoding is in Your Pocket H$_2$O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T20:56:29.098706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db2e46d6-b1a4-47f0-8dfe-d5f54ae0213a · outbound

This paper cites Model Tells You Where to Merge: Adaptive KV Cache Merging for LLMs on Long-Context Tasks.

SpecMemo: Speculative Decoding is in Your Pocket Model Tells You Where to Merge: Adaptive KV Cache Merging for LLMs on Long-Context Tasks

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T20:56:29.103735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0816aaa-3d0f-4723-ac52-cbe2040c857a · outbound

This paper cites Attention Is All You Need.

SpecMemo: Speculative Decoding is in Your Pocket Attention Is All You Need

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T20:56:29.108899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20eedfa6-f91e-4cd1-b9e1-5c24ef58938d · outbound

This paper cites Continuous Speculative Decoding for Autoregressive Image Generation.

SpecMemo: Speculative Decoding is in Your Pocket Continuous Speculative Decoding for Autoregressive Image Generation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T20:56:29.113745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c10ae0ef-61cb-4836-87ac-1f7472bf6af5 · outbound

This paper cites an unresolved cited work.

SpecMemo: Speculative Decoding is in Your Pocket Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:56:29.749825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b84fa35b-a0f0-4dcb-9df1-40fc50484f69 · outbound

This paper cites Hydragen: High-Throughput LLM Inference with Shared Prefixes.

SpecMemo: Speculative Decoding is in Your Pocket Hydragen: High-Throughput LLM Inference with Shared Prefixes

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T20:56:29.123943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1676e7f1-b7c5-48bf-b0b8-34c194095c8c · outbound

This paper cites LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification.

SpecMemo: Speculative Decoding is in Your Pocket LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T20:56:29.129480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5773d166-f8f5-48c6-a4d3-249a8d4a3c9d · outbound

This paper cites Judge Decoding: Faster Speculative Sampling Requires Going Beyond Model Alignment.

SpecMemo: Speculative Decoding is in Your Pocket Judge Decoding: Faster Speculative Sampling Requires Going Beyond Model Alignment

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T20:56:29.134971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85d2c348-292e-4495-bef4-07dac0415773 · outbound

This paper cites LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language Models.

SpecMemo: Speculative Decoding is in Your Pocket LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T20:56:29.140329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 155ca992-3ad1-4df3-9e08-122ceb253fb3 · outbound

This paper cites PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling.

SpecMemo: Speculative Decoding is in Your Pocket PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T20:56:29.145807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d052cc4a-84c6-4bdd-be64-d1716c115179 · outbound

This paper cites Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs.

SpecMemo: Speculative Decoding is in Your Pocket Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T20:56:29.150904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation cc9a7068-a057-40fd-b7fe-df79c43812e4 · inbound

EdgeXpert: An Edge Device for Memory-Efficient LLM Inference with Mixture-of-Experts and Speculative Decoding cites this paper.

EdgeXpert: An Edge Device for Memory-Efficient LLM Inference with Mixture-of-Experts and Speculative Decoding SpecMemo: Speculative Decoding is in Your Pocket

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-08T15:48:07.063112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.