Paper Citation Record · LEDGER

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures

As of 13 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 4 inbound Pith citation observations for arXiv:2412.18910.

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

pith.paper-citation-record.v1
2412.18910 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T04:25:53.227957Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:16:44.241382Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T08:53:15.807429Z

Reference resolution

37 of 37 outbound references displayed

verified exact0
verified fuzzy2
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ab5d5c69-bea9-447b-a4b3-8ad891a1a4aa · outbound

This paper cites online" 'onlinestring :=.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.067545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bedea07-b59c-4609-b75a-56890e146f1a · outbound

This paper cites write newline.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.072818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ac2cbac-95e0-4f9a-ad3b-ae3f831ac12a · outbound

This paper cites Dynamic Depth Decoding: Faster Speculative Decoding for LLMs.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Dynamic Depth Decoding: Faster Speculative Decoding for LLMs

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.077768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 760913b3-3a0e-4398-ac14-8e4158924992 · outbound

This paper cites an unresolved cited work.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.082979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbe25d49-0da4-4cfa-a9b7-4985def56ee3 · outbound

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

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Lee, Deming Chen, and Tri Dao

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:25:53.586299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2f9cfe72-41ba-4134-805d-fe7cf426a642 · outbound

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

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Accelerating Large Language Model Decoding with Speculative Sampling

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.091462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47c290b7-d06e-4cab-98b7-b4cb2044cc27 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Evaluating Large Language Models Trained on Code

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.096036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a40863f7-175d-432d-b6b2-ed8f07b2474b · outbound

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

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.100231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 773a3ffd-0c5b-4c9e-ab1f-43af3a58258f · outbound

This paper cites Gonzalez, Ion Stoica, and Eric P.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Gonzalez, Ion Stoica, and Eric P

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.104880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdbca851-31e5-4237-b1df-26bfe1b010bf · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Training Verifiers to Solve Math Word Problems

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.109173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32b1f33d-8b27-4a71-908e-d7ffc1d085aa · outbound

This paper cites an unresolved cited work.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.114039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bea7004f-82d7-437a-97a9-d137b30cf6a2 · outbound

This paper cites SpecDec++: Boosting Speculative Decoding via Adaptive Candidate Lengths.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures SpecDec++: Boosting Speculative Decoding via Adaptive Candidate Lengths

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.118289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b86ba64-f652-4204-99c7-ad472503bacc · outbound

This paper cites Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.123264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f049a98-6c6f-4567-bf20-ce177a944269 · outbound

This paper cites an unresolved cited work.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.127304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34303879-757f-4582-a1cd-c9eda648bd31 · outbound

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

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures EAGLE-2: Faster Inference of Language Models with Dynamic Draft Trees

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.131063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80a5134f-213b-4e15-8ba6-dc91c3cac5cd · outbound

This paper cites an unresolved cited work.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:25:53.553383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1361995a-8eec-4bda-868e-606d4459e3ab · outbound

This paper cites Kangaroo: Lossless Self-Speculative Decoding via Double Early Exiting.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Kangaroo: Lossless Self-Speculative Decoding via Double Early Exiting

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.140005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97176d96-5cbf-4806-8a23-35be29746cdb · outbound

This paper cites PEARL: Parallel Speculative Decoding with Adaptive Draft Length.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures PEARL: Parallel Speculative Decoding with Adaptive Draft Length

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.144896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fb87b5c-6201-4219-b3a6-4c12cd108da1 · outbound

This paper cites Dynamic Speculation Lookahead Accelerates Speculative Decoding of Large Language Models.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Dynamic Speculation Lookahead Accelerates Speculative Decoding of Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.149411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c34a9a63-b66a-47e2-a22e-c31aa47bea11 · outbound

This paper cites an unresolved cited work.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.153714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c15cf7d-f855-4f78-8676-aa194418137f · outbound

This paper cites an unresolved cited work.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:25:53.542721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation bf533a0f-22ae-4046-9e6f-c954d8fbbc01 · outbound

This paper cites an unresolved cited work.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.162100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98917941-811c-4475-9a8a-964aaddc5d3c · outbound

This paper cites an unresolved cited work.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.166286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f45bc769-8acf-43be-b49e-03dd2d6a7550 · outbound

This paper cites Accelerating LLM Inference with Staged Speculative Decoding.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Accelerating LLM Inference with Staged Speculative Decoding

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.170857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6174d122-20b7-4392-8938-42570dc80876 · outbound

This paper cites an unresolved cited work.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.175514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 839f1249-f2a0-45de-baf4-3b3eb955be60 · outbound

This paper cites an unresolved cited work.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.179640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a62e854-bc8b-4369-992f-610aa7538ae4 · outbound

This paper cites Hashimoto.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Hashimoto

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:25:53.517817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation db0bc37e-f55b-4b7f-801e-cc6832c81c9b · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures LLaMA: Open and Efficient Foundation Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.188322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09725297-dec7-46de-9346-ae2ab54e7b9c · outbound

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

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.192609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 761f9cfc-c42b-4291-a40d-ff1077a8cece · outbound

This paper cites OPT-Tree: Speculative Decoding with Adaptive Draft Tree Structure.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures OPT-Tree: Speculative Decoding with Adaptive Draft Tree Structure

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.197676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31b5c3b1-fb0d-4348-8572-06c4d2ce9d81 · outbound

This paper cites Do language models plan ahead for future tokens?.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Do language models plan ahead for future tokens?

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.201722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1df5bd71-5ea6-4c3f-9439-4b6717146ca3 · outbound

This paper cites an unresolved cited work.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.205868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 827fcd63-47d6-49c0-bcd1-14cf8a51efcf · outbound

This paper cites an unresolved cited work.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.209844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf92a347-df02-46be-901d-6041c1fbdb96 · outbound

This paper cites an unresolved cited work.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T04:25:53.505031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5c330569-7392-4cb2-a65c-09bc738230dd · outbound

This paper cites an unresolved cited work.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.217883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 880e11ea-3dab-442a-b773-8cdff03dbab0 · outbound

This paper cites Xing, Hao Zhang, Joseph E.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Xing, Hao Zhang, Joseph E

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.223025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e290d290-e620-4a91-8438-2d2bd2d0f52b · outbound

This paper cites A Survey on Efficient Inference for Large Language Models.

AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures A Survey on Efficient Inference for Large Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T04:25:53.227957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b08368b2-7f81-4bc0-9f26-f5df838c94ad · inbound

Draft Model Knows When to Stop: Self-Verification Speculative Decoding for Long-Form Generation cites this paper.

Draft Model Knows When to Stop: Self-Verification Speculative Decoding for Long-Form Generation AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T11:16:44.241382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c74aa8a4-11e6-45e3-8260-f48ea7ff17a7 · inbound

LogitSpec: Accelerating Retrieval-based Speculative Decoding via Next Next Token Speculation cites this paper.

LogitSpec: Accelerating Retrieval-based Speculative Decoding via Next Next Token Speculation AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-19T06:57:08.140921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8301b1c8-835d-412e-ba39-a6726e1a21f1 · 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 AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:53:15.808995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 59a2ae35-4816-471e-9855-418fa1ac45b1 · inbound

CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding cites this paper.

CURE: Local Uncertainty Repair for Block-Parallel Speculative Decoding AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:52.038602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.