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Paper Citation Record · LEDGER

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation

As of 11 August 2026, this Paper Citation Record lists 100 of 181 outbound references and 6 inbound Pith citation observations for arXiv:2607.05147.

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

pith.paper-citation-record.v1
2607.05147 v1

Coverage vector

measured 100 of 181 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T08:05:17.460513Z

measured 106 of 106 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T12:59:50.792443Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-09T11:56:12.307270Z

Reference resolution

100 of 181 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved99
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 676b906a-b2ee-404c-a737-f8e7f564af28 · outbound

This paper cites 2026 , eprint=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 2026 , eprint=

Reference 1

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unresolved
no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:d63b0cc14f955698a0fc0d61de0c0f712d80afa02f19010bdf2b189a6450925f

Observation 8db985c1-294c-4af4-ab42-df1d51de856c · outbound

This paper cites 2026 , eprint=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 2026 , eprint=

Reference 3

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no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:0416e15aa4e954c27a7ba876e29f405268acefaebc11246c82cfd18f81ef9b6b

Observation b26fde61-48af-4b54-adcc-187ca8619bb5 · outbound

This paper cites 2026 , eprint=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 2026 , eprint=

Reference 4

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no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:475af4497501394378e43048b163f6ea77fb638e1f9b531b4e72335ab67d5be4

Observation 88556cb9-49fb-483a-91e8-027936eff64f · outbound

This paper cites 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS) , year=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS) , year=

Reference 6

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no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:2bf24a85d626dfe310f504ca7f038d1ce63ed9d2c8f19fa8457f500a26fafe78

Observation 29fd0584-1cf9-4af7-89cc-0a7f6cecb621 · outbound

This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 9

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unresolved
no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:8d7f8e6d8d86e4eea12d8aa6803f21a90ca33d9d389553efa8741792b7206ea7

Observation 951c4cef-130a-4916-b759-e8fce3820d4d · outbound

This paper cites 2024 , editor =.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 2024 , editor =

Reference 10

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unresolved
no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:9b1963dee7379128fc7a7cca93134c858fbe2d320f4950172459c5d188d6a46f

Observation 09a94877-658b-491f-a85b-556014930517 · outbound

This paper cites 2024 , eprint=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 2024 , eprint=

Reference 11

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no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:9df783c3c1392d05b9261858f63103ac23eeeabc41fb40cea8ec9c7ac9011898

Observation 63897c57-d19a-4345-b42f-90c30d1948e6 · outbound

This paper cites The Thirteenth International Conference on Learning Representations , year=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation The Thirteenth International Conference on Learning Representations , year=

Reference 12

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no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:0597a7799694c600fe8f97f7ab890a078eb7b1fac01b80bc98eeb809c66d6c75

Observation 56358803-d3ca-427f-808f-6bf4ede83503 · outbound

This paper cites an unresolved cited work.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Unresolved cited work

Reference 13

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parse uncertain
no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:b999bf20d0bd698b935859d4bf6534a4f0280dc6d3253729a990a5b72bd6df9b

Observation ddab6def-6a4d-49fe-8da7-78801f0dcbbb · outbound

This paper cites 2026 , eprint=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 2026 , eprint=

Reference 15

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no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:887b8da5a1622ee7988fdabe40d162c9d5933f1bebdcae3ef433091a672a0249

Observation 740f913f-09fd-47a1-a07e-bbcd889a2c27 · outbound

This paper cites 2026 , eprint=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 2026 , eprint=

Reference 17

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no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:7b0e1ed3191d4d261a72f7f22942b80f29cf6f55c4e83fbe2e1c03065be41969

Observation 21e7f041-df4f-4ffd-87cc-f4397207014f · outbound

This paper cites Proceedings of The 4th NeurIPS Efficient Natural Language and Speech Processing Workshop , pages =.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Proceedings of The 4th NeurIPS Efficient Natural Language and Speech Processing Workshop , pages =

Reference 18

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no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:bb5ec4dea38ed4132432b36dd928dc1a730f4b6cfcf458049c9fb5c361711116

Observation 96723dcf-800d-4a83-8eed-6de5cebee14c · outbound

This paper cites 2026 , eprint=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 2026 , eprint=

Reference 19

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no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:1a240f37a1ba9d6a00ae9943bba76e758e1ea3ff858636c3a279ae458f167bad

Observation 769c050d-b2c7-4ff5-811a-ac3866145be8 · outbound

This paper cites 2026 , eprint=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 2026 , eprint=

Reference 20

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unresolved
no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:f9d7048d585de7a91ee94f4315205576744a2ece9b9bda0516124d3b1cc9728e

Observation 055666c2-d76b-40b3-943a-51168605bfd0 · outbound

This paper cites 2026 , eprint=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 2026 , eprint=

Reference 22

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no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:20a3cf7c88c61e2018cc0fa923befaaf2575e505166537abbb1960c87df8f08e

Observation 9fc39669-d889-45bd-8f85-1ab780a9ef0d · outbound

This paper cites 2023 , eprint=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 2023 , eprint=

Reference 23

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no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:4c5e1d62168290c507eef98c1b081c796a99865d2a9d381d01c94f6479b7fea1

Observation c790468c-729f-4efa-8dc4-dee8dc3865b8 · outbound

This paper cites 2026 , eprint=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 2026 , eprint=

Reference 24

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no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:9ddf61155cc04d8a604f3ada588d96befd0599d989af741070ff4b27041adcb0

Observation 20b1fa5f-19c5-4134-981b-b70945d5f07e · outbound

This paper cites 2025 , url=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 2025 , url=

Reference 25

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unresolved
no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:0d2d821662f1f78ede03137fe64d4d2e9893f3d1276018810c8a563e90953e4e

Observation 23a6d3e5-3236-47b0-9184-612c3267246e · outbound

This paper cites 2025 , eprint=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 2025 , eprint=

Reference 29

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no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:470a169507e8dbddfbf222381b5d74e93ffa8688abc24d87ed7b769cdc2f92c9

Observation 6b211afe-fbdb-43f8-9fd2-ad31b90d3c90 · outbound

This paper cites 2023 , month =.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 2023 , month =

Reference 31

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unresolved
no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:f49ddfc53e37edb49fc1925745787848fa225e132cc5e9a1d4dca636467bf3fd

Observation 686c5831-b1e8-4bfd-b516-fabe60d049d7 · outbound

This paper cites First Conference on Language Modeling , year=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation First Conference on Language Modeling , year=

Reference 33

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no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:55cc199e4164022f928d30c8ce278b523b14ff4a1781118a56bb6430aa5c965d

Observation 0cae0f8c-e514-4f2c-abb4-3582c74fd9a8 · outbound

This paper cites Blockwise Parallel Decoding for Deep Autoregressive Models , url =.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Blockwise Parallel Decoding for Deep Autoregressive Models , url =

Reference 36

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no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:4d20026c1964dc1fda8e3b3bde71ca60367c7caeb2795e8ae13b25d68510d053

Observation 1ada30f2-cc9c-48e7-8a66-9fb0d0128216 · outbound

This paper cites 2025 , eprint=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 2025 , eprint=

Reference 37

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unresolved
no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:d14361b28af88061fb4eb3dddb0ad383a8038583a63270fc0a67db372115bd65

Observation 0a9eb2fa-1f11-44b2-b884-d84b8b9acfa3 · outbound

This paper cites Ninth Conference on Machine Learning and Systems , year=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Ninth Conference on Machine Learning and Systems , year=

Reference 38

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no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:e78abaa5a1d197b2a1e6b24cc5a036ee2966d545a3d1a9b23c588d9ce4e6297a

Observation 028b122a-ef70-441f-9ef1-06f9e907a7e2 · outbound

This paper cites 2025 , eprint=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 2025 , eprint=

Reference 39

Resolution
unresolved
no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:6f02dbda202383b729e4cd17e6b210832018a8d138ddb24f77c4557adc993e9f

Observation a54c52da-3aee-4136-803f-08935282028c · outbound

This paper cites Radiology , volume=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Radiology , volume=

Reference 40

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no resolver link, observed 2026-07-11T08:05:17.460513Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:f360b871674c45d854877b94d77c4ef31ad6cd098ffa633a832141762764e6dd

Observation 63b55a09-49fd-4cda-afee-8f21e659f5d6 · outbound

This paper cites The Thirteenth International Conference on Learning Representations , year=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation The Thirteenth International Conference on Learning Representations , year=

Reference 41

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unresolved
no resolver link, observed 2026-07-11T08:05:17.460513Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:e03e8849131dd7786b2d25c6a80d46038bcc66caf4da76d4ab0989ff9e9df603

Observation 60edec59-97ae-4994-8629-67286fcb4e76 · outbound

This paper cites Advances in neural information processing systems , volume=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Advances in neural information processing systems , volume=

Reference 42

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no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:480c4e5bfc9d1401a3e1a7d0d4a773e4b72ed07b7df8c6b312beea4a8f7f3241

Observation ee451b2d-591d-4757-ad9e-47f97189dd5a · outbound

This paper cites Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics , pages=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics , pages=

Reference 43

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unresolved
no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:ad6a6c056acf602b63a37fe646b7e486e9c0409783f3d4021749838a895de7d0

Observation 2e67abf3-1928-496b-9681-7e391fdcc3c4 · outbound

This paper cites 2026 , eprint=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 2026 , eprint=

Reference 46

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unresolved
no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:5d7b7906ae0a2b6e3d45557938acf8fb8aa45c9455317afbcadd8d697f7686ce

Observation c02601e2-4d29-4157-b21d-b13c3c3f2bc1 · outbound

This paper cites arXiv e-prints , pages=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation arXiv e-prints , pages=

Reference 47

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unresolved
no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:168fd641f4898d9156f52282369bba85da0af713879d27ed869aef21364a0b08

Observation 17ee3468-4262-4fa3-95a7-43cced818261 · outbound

This paper cites 2026 , eprint=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 2026 , eprint=

Reference 51

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unresolved
no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:91c4f781f3dc9275712ad96d0b342df91e93b75b702e82a7029ac9a51d36cef8

Observation ea17488e-9dee-4110-afbb-55592a74946d · outbound

This paper cites 2026 , url=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 2026 , url=

Reference 52

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no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:a247cde73bc97b6b7ee54bd2749f9d9a43e6772e3cd04df9705a4cbfac52d62b

Observation b8679195-d169-4bed-965f-e0d520a8d354 · outbound

This paper cites an unresolved cited work.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Unresolved cited work

Reference 53

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no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:64e029769d6d3a90ead4341d17b89badea216aae90e1fefcfa95b99beb07972b

Observation ef70f7d7-5dfa-4b27-8803-47075887fbb2 · outbound

This paper cites Proceedings of the AAAI conference on artificial intelligence , volume=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Proceedings of the AAAI conference on artificial intelligence , volume=

Reference 57

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no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:3a4e186f1458dc00e4243f612f3d5faa8deed8870c940e5c9fcf9b8cbd5671f7

Observation d32eb58a-64d7-476b-9350-09f1ce35f239 · outbound

This paper cites Advances in neural information processing systems , volume=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Advances in neural information processing systems , volume=

Reference 58

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no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:c9cd5109a50584dd96ddec7fdf30e07ff233080af88cc927c5d313ebeeeba52a

Observation eca3e311-c220-41fe-9a10-710a9b5590e3 · outbound

This paper cites International conference on machine learning , pages=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation International conference on machine learning , pages=

Reference 59

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unresolved
no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:a9fb7d788ba9974e6daf2da95699d0025ddaf683c7edd7291c983f6f58d1e93c

Observation 75f75e95-2fff-44e3-8953-26931ec6cfda · outbound

This paper cites 2026 , url=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 2026 , url=

Reference 60

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unresolved
no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:08d8bfb1b64d2010171003a339405d97262c83a41521f28107c2ca692d948aa8

Observation 52e40e5e-990e-4770-98fe-8b3c6704e2f6 · outbound

This paper cites Proceedings of the 52nd Annual International Symposium on Computer Architecture , pages=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Proceedings of the 52nd Annual International Symposium on Computer Architecture , pages=

Reference 63

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Observation 100e5c04-6cdf-4d06-876e-7c0ff9bf3c00 · outbound

This paper cites 18th USENIX Symposium on Operating Systems Design and Implementation (OSDI 24) , pages=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 18th USENIX Symposium on Operating Systems Design and Implementation (OSDI 24) , pages=

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:f1a3feb3f85ad5ee527436053a0bfd4ca6e27b5ad5774e86b797238077bd0283

Observation 1a493d36-72e8-468a-b289-d7801742a7f3 · outbound

This paper cites Proceedings of the 29th symposium on operating systems principles , pages=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Proceedings of the 29th symposium on operating systems principles , pages=

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:b9e59da19635b490549bf17f60ab4eef5e6c0d947284479934bf3f0fc197765e

Observation 4d22dc00-1f33-47bc-935a-defe30b7cca3 · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 66

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:acd30ab3c59075f0999900972183ebef18d8e5c4c3268e9ee956de9509dc6fa0

Observation e1a0b883-6642-404b-a297-0c0521626f5f · outbound

This paper cites an unresolved cited work.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Unresolved cited work

Reference 67

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:30df75095360882c3e95b228d8f6ef8e29c984b74b01f79a342f24ad2d817b4c

Observation b19eeced-df5e-471b-bbd8-3aa2720d6ad0 · outbound

This paper cites Proceedings of the 42nd International Conference on Machine Learning , pages =.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Proceedings of the 42nd International Conference on Machine Learning , pages =

Reference 69

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:80a89fff2d0b04177993f5bdf060ea2805571ef11535fa69b96690c7147d2b74

Observation 5eb6ae9a-34a6-4d56-856d-4319c81225d4 · outbound

This paper cites Gonzalez and Ion Stoica , month =.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Gonzalez and Ion Stoica , month =

Reference 70

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:ac365fcaa615f0337120687cbadb0cd8b3295a3154d45d7702c93cebb70b7791

Observation ec31e91d-f28c-40f4-aa8f-33e93883baa6 · outbound

This paper cites Hashimoto , title =.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Hashimoto , title =

Reference 71

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:2f57d5b9eabab088a48c51f31b0e07bb44ccfdabb0e75856036ee86818cd550f

Observation 05ed416a-5d35-446a-9a51-22f918398a68 · outbound

This paper cites Advances in neural information processing systems , volume=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Advances in neural information processing systems , volume=

Reference 72

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:8b7067d92320694c53bf96968d41de0edf443d1949abafd32909257e29f53d4b

Observation 735ac1ac-b8e3-41c7-8c6a-5d860ec2810f · outbound

This paper cites International Conference on Learning Representations , volume=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation International Conference on Learning Representations , volume=

Reference 73

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:9ffc2aa22a0879d6e6e93d5ed169c994c886b09b11e3fec5097ba78231a49af5

Observation b0498693-93e6-44e0-aaec-a443da70645a · outbound

This paper cites 2021 , eprint=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 2021 , eprint=

Reference 74

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:8ce108dde64c84549c96a345dc5008c568b1c6ffd65b9c44a6cd8ddbd64148de

Observation 9fb0e513-ba3b-4618-9dc3-c9600eaa6069 · outbound

This paper cites an unresolved cited work.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Unresolved cited work

Reference 75

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:4f26d988a4180fff5a37f001119bd0506e8d7cbaf847f15af8dba6edd4faa9e6

Observation 97504a22-9d68-4b5f-874c-8715a37e7145 · outbound

This paper cites The Twelfth International Conference on Learning Representations , year=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation The Twelfth International Conference on Learning Representations , year=

Reference 76

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:3253d2badbeb529835ea07db483668f0ac227e0b953238cdbb7abf299d830863

Observation b9274093-428b-4316-a8cc-f4f431ea71f6 · outbound

This paper cites 2026 , howpublished =.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 2026 , howpublished =

Reference 79

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:1f834dc87222f4bbec97238cfff872bac63b2aa9ef99c6876d4b5c8fb259572f

Observation b68da9bb-6e9c-4723-83ca-0bf6aac64745 · outbound

This paper cites International Conference on Learning Representations , year=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation International Conference on Learning Representations , year=

Reference 83

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:f1c66cdfa6eb7fe1286eef26d563d6f5d8adf0722b63a316c1c1bfb60bcd9807

Observation b1f80909-c8ca-4595-a343-e414e81c4824 · outbound

This paper cites Proceedings of the 39th International Conference on Machine Learning , pages =.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Proceedings of the 39th International Conference on Machine Learning , pages =

Reference 84

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:de881bbe67ad4b9dcd20d02c854cc06998110566cb4b06f9cd7b6064c5b0684f

Observation 68b92689-62ab-41ac-af70-03e8351b7425 · outbound

This paper cites Proceedings of the 40th International Conference on Machine Learning , pages =.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Proceedings of the 40th International Conference on Machine Learning , pages =

Reference 85

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:fe6ff95da4f56c471b73baeb42d968b49348b36a0cccd1f64fbbe0d929690fd6

Observation 45cd7b76-479f-429b-9e2a-1267e16bbc7c · outbound

This paper cites The Twelfth International Conference on Learning Representations , year=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation The Twelfth International Conference on Learning Representations , year=

Reference 86

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:2964b28826a5a234edd7a6659fb9db5fe80ad70b3e1599837ca326ff074ad707

Observation b4189618-6084-4558-a66f-4a30b41035aa · outbound

This paper cites Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3 , pages=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3 , pages=

Reference 87

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:0420a126cfbb3f8991e24f21893eee1f7a80c88d6a560a1b1eb4c7f1972a8050

Observation 2e72f45f-9f20-4206-8379-b99e811bb0c7 · outbound

This paper cites 2024 , editor =.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 2024 , editor =

Reference 88

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:5dd7f9f235bcb124c4d7400bc88dc992fffa890ca31ea3ef0ad21c3a39887cb2

Observation 68c32d24-dc21-4e80-9e9e-f9f994c18b82 · outbound

This paper cites 2026 , url=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 2026 , url=

Reference 90

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:709ca8bce85cbe7d412703e069fdb12d99bdff142eb4e7fb902c57da8374b385

Observation e5010fc2-866a-4d59-85d4-cff1141e1c68 · outbound

This paper cites and Chen, Deming and Dao, Tri , booktitle =.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation and Chen, Deming and Dao, Tri , booktitle =

Reference 91

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:b843ce98bc3131aa9ad429d266095f879888d2e7feba96a4f0a8dbfb47b38a1b

Observation dfa2066e-e49d-4dfe-a472-93db04ddc30d · outbound

This paper cites Proceedings of the 41st International Conference on Machine Learning , pages =.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Proceedings of the 41st International Conference on Machine Learning , pages =

Reference 92

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:10414978c56f9d4acb43979ef96a1e21b39af9c0a450652a7c991741bdd0d2fc

Observation ed6c923f-aca1-4baf-8f86-2c987a5b0c26 · outbound

This paper cites Proceedings of the 38th International Conference on Machine Learning , pages =.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Proceedings of the 38th International Conference on Machine Learning , pages =

Reference 95

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:9d2cfd082a9a2f718403be9c4d1f47b24a9e14df7044b6b7eb68b1fbe9962bde

Observation e2784c28-049a-47cd-afcb-59dd97a65524 · outbound

This paper cites Advances in Neural Information Processing Systems , editor=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Advances in Neural Information Processing Systems , editor=

Reference 98

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:064badf1ba8875b86add392334e9800393672a05aebb6ff1894698ede32e55f0

Observation fd2a1d3a-ef6c-4086-9018-70371d642f31 · outbound

This paper cites Diffusion-.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Diffusion-

Reference 99

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:3e160246f506ee18f4884658ae5388f6b7c93f8ef445eb6a304d832f04bfcb01

Observation ff85f310-3ff4-488d-b924-0c46e0e0cd53 · outbound

This paper cites The Thirteenth International Conference on Learning Representations , year=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation The Thirteenth International Conference on Learning Representations , year=

Reference 100

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:db4df09ac3d83d440a33c818f40beb324e8a7682fa242bb9567d4dccd41ad73a

Observation 977456df-5e23-4a84-8073-5c5620d4aceb · outbound

This paper cites Fast Structured Decoding for Sequence Models , url =.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Fast Structured Decoding for Sequence Models , url =

Reference 102

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:9ff2b61e31f4906a9a74d95cb51514aaf25919849874a0be9a686bc77bbbbd88

Observation 5f887615-847e-42be-90be-04fca4dd1e51 · outbound

This paper cites Proceedings of the 39th International Conference on Machine Learning , pages =.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Proceedings of the 39th International Conference on Machine Learning , pages =

Reference 105

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:4061fc16c696dd04f76cb7b49b8145b81b338546a80c1db02134f89c8521c296

Observation f1c84fe6-4d0f-4b74-9510-696a35c98603 · outbound

This paper cites Thirty-seventh Conference on Neural Information Processing Systems , year=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Thirty-seventh Conference on Neural Information Processing Systems , year=

Reference 106

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:5c0dd057f48dc049027017cf962c5cc6a888701a1ba7a487db15956289964917

Observation 050f1a7d-a331-4100-96ae-235e30622629 · outbound

This paper cites Proceedings of the 35th International Conference on Machine Learning , pages =.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Proceedings of the 35th International Conference on Machine Learning , pages =

Reference 107

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:19bdea3af94dc86ba0566c3b1164b9891cbc33b32b0fe8d04303ea95b4ca3999

Observation 14fc44bb-e91b-467a-a4a1-4dca163d02ef · outbound

This paper cites Proceedings of the 19th USENIX Conference on Operating Systems Design and Implementation , articleno =.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Proceedings of the 19th USENIX Conference on Operating Systems Design and Implementation , articleno =

Reference 108

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:151264840aefd66291f6b2c0c9bd0a3dcbb8757be2c33f0be30d75d4b2484988

Observation 4e97d09b-9fe5-43a6-842e-4eeb5ca44d72 · outbound

This paper cites 2026 , eprint=.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation 2026 , eprint=

Reference 109

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:b3bad457f7db4f4d0ca48fa2df8a4dda1691511f7babd58e449ffb7203ff16ed

Observation 5d796529-5620-4ae5-bdea-faba6b9576c7 · outbound

This paper cites SPEED-Bench: A Unified and Diverse Benchmark for Speculative Decoding.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation SPEED-Bench: A Unified and Diverse Benchmark for Speculative Decoding

Reference 110

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:9b614d19780d70d2d09bf448ff4f91b1449a2fd1f78e396619e168f5541e9f3b

Observation 8bb0c9d1-defa-4c75-ba82-ba12e52c20a9 · outbound

This paper cites an unresolved cited work.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Unresolved cited work

Reference 111

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:e3cc26d816d3c618341ba6d5b4e968489ff9248a61c159e91aa979e644ba6c96

Observation c208d0f7-6dd2-4e6e-b787-b61bb91873c2 · outbound

This paper cites PARD-2: Target-Aligned Parallel Draft Model for Dual-Mode Speculative Decoding.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation PARD-2: Target-Aligned Parallel Draft Model for Dual-Mode Speculative Decoding

Reference 112

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:66a3c93b0b69d8ba576d3bb37e2cbc4b7c070e0edb060f510f7d0328ff0961ea

Observation ff88146a-0b04-4fe0-a73a-dc902375aeee · outbound

This paper cites D-Cut : Adaptive verification depth pruning for speculative decoding, 2026.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation D-Cut : Adaptive verification depth pruning for speculative decoding, 2026

Reference 113

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:19c712b01f7af6db303a77cad3019b51b5d248f2c85a3837db3cec62361582dc

Observation df6274db-ca4e-41b0-b5a6-6e6a3e8ea2fc · outbound

This paper cites Ankner, R.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Ankner, R

Reference 114

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:cf7303958c146307fcae056bd22f23631085d7593cfdd7ff0df14296e98db952

Observation 0948b299-61e9-425a-8f8e-8edc5b59fc48 · outbound

This paper cites Arriola, S.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Arriola, S

Reference 115

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:fe5a713df0f80c73817a7c052b815076a98592c67d2e26cbe2f170507026cdf9

Observation e6b9c527-3ca0-4fd7-9d4a-6a6a2e4f425f · outbound

This paper cites Austin, D.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Austin, D

Reference 116

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Observation ecb5f94b-da0c-40d0-8f9d-7c88d2113e92 · outbound

This paper cites Program Synthesis with Large Language Models.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Program Synthesis with Large Language Models

Reference 117

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Observation 5fc85c54-4e24-421f-a647-d66c7c93e76a · outbound

This paper cites an unresolved cited work.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Unresolved cited work

Reference 118

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Observation 360ef07f-4da2-4f5d-a9ea-15cb7f3c9330 · outbound

This paper cites an unresolved cited work.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Unresolved cited work

Reference 119

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Observation 8c07bda1-fe29-4f0e-82cf-84daf54984dc · outbound

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

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Accelerating Large Language Model Decoding with Speculative Sampling

Reference 120

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:4d15f58c9471e9d923bc1b04e035df5d02b180665b24001e73b665b63e63e687

Observation 124d3755-5b92-4716-b50d-9f41f50a3749 · outbound

This paper cites DFlash: Block Diffusion for Flash Speculative Decoding.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation DFlash: Block Diffusion for Flash Speculative Decoding

Reference 121

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:5fe402f0409dc01f845cfbfd06cebfbdd617ff44af1a12d834e8c498e3557651

Observation ac6779b6-1cb7-4723-9b66-f5a8e7294692 · outbound

This paper cites an unresolved cited work.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Unresolved cited work

Reference 122

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:9ce34f0ae5d652492fd3770175dc926f4f705102c683e908a72caf29f6fc8d77

Observation 1eb1b660-0628-489c-b9d7-1b89f67536a5 · outbound

This paper cites Recurrent Drafter for Fast Speculative Decoding in Large Language Models.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Recurrent Drafter for Fast Speculative Decoding in Large Language Models

Reference 123

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:6d3c515285b2695122b802a216140e813c0aa768f65707ed7411275eac27e7b0

Observation 359a3399-fa24-439b-b3d4-7015241dbd5e · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Training Verifiers to Solve Math Word Problems

Reference 124

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:3054f7da766e84a1674dab1e96180fab4b323b5b6cdf1bc3a37a570363ec354b

Observation c84bc1cd-1871-4ca4-b054-cc50d78a46b2 · outbound

This paper cites an unresolved cited work.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Unresolved cited work

Reference 125

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:2cf0ca65a9b729d9d5bd6993283d7f5b252765e6b240cf0e5c3eda2d3399b46d

Observation 23f22a98-0a90-436f-9c6a-a5bb0f4e3aff · outbound

This paper cites DeepSeek-V3 Technical Report.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation DeepSeek-V3 Technical Report

Reference 126

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:10a7deaa184e3bd0613f0b26992c3479ce658f46ed9ce7bca919b0a465a35bbc

Observation 13a2bc95-e608-4407-aa1a-d42ce0c014f7 · outbound

This paper cites Deepseek-v4: Towards highly efficient million-token context intelligence, 2026.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Deepseek-v4: Towards highly efficient million-token context intelligence, 2026

Reference 127

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:5e5358d9dde6edde7a764696b0b13339262d0532a11e7745e711e8101bd777b1

Observation d9b1c653-6212-4feb-8049-08f42d14f392 · outbound

This paper cites an unresolved cited work.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Unresolved cited work

Reference 128

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:c353898dd08c1d0cfd70a353315afd103a083c387d3eaa5f5739d80b628be83a

Observation af02b660-69ab-450d-ad41-d8c9d6e3efef · outbound

This paper cites an unresolved cited work.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Unresolved cited work

Reference 129

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:8c374d42f71c4a1b66be208510a1481f77fd1d84f56da18f5bc260f2a01c7b64

Observation 3c641cb6-7648-4160-948f-83239dbf19fd · outbound

This paper cites Attention Drift: What Autoregressive Speculative Decoding Models Learn.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Attention Drift: What Autoregressive Speculative Decoding Models Learn

Reference 130

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:603a3ab40f633a85bd0b81ee28d7b7047ef74441a23eaa8ae63a4e19b1dd4195

Observation 5a9e8548-846d-401c-98ae-ac1b6ee7e3c1 · outbound

This paper cites Elhoushi, A.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Elhoushi, A

Reference 131

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:bfea7b58091a23b312ba441376187104dbce905275ff6e283f08d002a621509f

Observation b8e3f90b-6a96-48d3-90bd-084d6e7c2d7b · outbound

This paper cites Speed, Python: Pick Two.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Speed, Python: Pick Two

Reference 132

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:71befdbf94bc04ba1680d96613708d5b44d320ef1a245dabe039c27dc64ccbec

Observation eab445e5-60e7-4deb-add4-4b180cfcb377 · outbound

This paper cites Lossless Acceleration for Seq2seq Generation with Aggressive Decoding.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Lossless Acceleration for Seq2seq Generation with Aggressive Decoding

Reference 133

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:7790d2f2278d934647149ce7eeec11c3e4553e83253849df0725821d332ae42a

Observation 6db71e97-ef6c-43bf-ac3a-2fa2e2543e2d · outbound

This paper cites Ghazvininejad, O.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Ghazvininejad, O

Reference 134

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:00f9523ce83ca5608015b43c6827ae0aa869f11463e27fefa568886f89802b07

Observation becbd3c3-e059-40ca-ac2a-7e4bade2bf76 · outbound

This paper cites Gloeckle, B.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Gloeckle, B

Reference 135

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:cc91382eca8a86f4a14ca2977295ee7b266d46118305aa5ca0d730233e2229ff

Observation 1449ae99-be62-4ff9-85ea-bfb96d26031c · outbound

This paper cites Gemma 4 model card.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Gemma 4 model card

Reference 136

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:5d06df51e7ea6dd655cf347dccd1e2570bb2c2a674220ae72088edcb5dcf131d

Observation c4ea7f7c-3128-4535-b74c-ad38bda79a8d · outbound

This paper cites an unresolved cited work.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Unresolved cited work

Reference 137

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:063546fafa944361d15f619bc27c8224b01550f8018915c82d9b937dadd49c77

Observation ba4025fc-9d5a-414b-9828-83bc08b69562 · outbound

This paper cites an unresolved cited work.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Unresolved cited work

Reference 138

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:2dcadc433fab6f9433890732d329c2c890c706749379016ae832a6be8c1abcda

Pith citing papers

Observation 6bb530cf-ed6b-475e-9bce-ed00948534cc · inbound

DeLS-Spec: Decoupled Long-Short Contexts for Parallel Speculative Drafting cites this paper.

DeLS-Spec: Decoupled Long-Short Contexts for Parallel Speculative Drafting DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-09T11:48:15.243087Z digest=sha256:6a57413aa36d5054e97416a605ab897348d964ef40d383924d57d0af9304ef7d

Observation ad8dcda3-0ce8-4684-ba55-2e60184c5923 · inbound

SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning cites this paper.

SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation

Reference 56

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source=arxiv_source observed=2026-08-02T01:10:21.247710Z digest=sha256:e1e2944f074ad6f9b09d772003d6099110f58d8c5331f7f630ae22d6ace86bfa

Observation 700e368c-0c49-4e6a-a44d-485458069fb1 · inbound

AngelSpec: Towards Real-World High Performance Inference with Speculative Decoding cites this paper.

AngelSpec: Towards Real-World High Performance Inference with Speculative Decoding DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation

Reference 9

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source=pdf_text observed=2026-08-01T01:22:12.989908Z digest=sha256:4bb24689e84062be9c7583e4a0145fdf592732dc71ef937ae981f19fc98b32c2

Observation 69bafc66-fd82-447e-8014-9128a07091a7 · inbound

From Expert Reduction to Behavioral Divergence: Tracing Numerical State through Sparse MoE Inference cites this paper.

From Expert Reduction to Behavioral Divergence: Tracing Numerical State through Sparse MoE Inference DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation

Reference 14

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no resolver link, observed 2026-07-31T17:55:54.735054Z

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source=pdf_text observed=2026-07-31T17:55:54.735054Z digest=sha256:a6b831cc405bc8c3238c305cf61199d8fed912a9688caa8c3a543e2cd22f2b7e

Observation 49c8122c-c595-4953-9ec2-72d46d1b47e2 · inbound

xPress: Parallel Refinement for Diffusion Drafters in Speculative Decoding cites this paper.

xPress: Parallel Refinement for Diffusion Drafters in Speculative Decoding DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation

Reference 16

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source=pdf_text observed=2026-08-04T07:23:18.474757Z digest=sha256:a5b1f683f93724b48f8d735ab4aeb33533f84281a95d14e376ed70dd2fe97dd5

Observation d7ec07c2-0002-4ef2-9754-6f0e8f9c24e9 · inbound

DBLAST: Dependent Block Drafting for Stochastic Speculative Decoding cites this paper.

DBLAST: Dependent Block Drafting for Stochastic Speculative Decoding DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation

Reference 15

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source=arxiv_source observed=2026-08-08T12:59:50.792443Z digest=sha256:c39b676437988116a9c0d9f11fefb4452fa0d5af8ed7bed480ea0855652b0f6a