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Paper Citation Record · LEDGER

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

As of 5 August 2026, this Paper Citation Record lists 100 of 181 outbound references and 5 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 105 of 105 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T07:23:18.474757Z

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=sha256:7ed5eba56e94ba536676ab04369dbde1693347a5e98f7f691b3a41ced8c1ae47

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=sha256:0304db8bec98efe25d85764d29550dfd616dcbd914e6206691d4cfd8b6313d05

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=sha256:2acda380caf2f4da3db0344b8c42f3f658dc7e5f0fe67d207f544037a9b7a01e

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=sha256:73d4aa1dda9ceaae5b825167b5547675a3e764aac6fdf858d0ffb530efc0c5c1

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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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=sha256:36424cd6f6fa8a776d72987e7adef52f077c1ed3d0de9e92e9d61fdb4d1857ac

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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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=sha256:092f3ef29f682889c677c6f587e7a18322dbd5b9c82cb600519a4f3343dda17f

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:3e0ec1ee88e1901799e3d42a28c76b193464c7a3df2aa0d63736a6822a5c6de6

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=sha256:7afebee670ebaf50860a37bb919b08634da398ef258e0158ff165bc8c21f5e79

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=sha256:843a66f273b4b5ea76cf720cb92402a10126cf03f4a74b26b74859d85c4aa713

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=sha256:511794ab88261537125984748b0ec7ee2a7726dd8febf6d1bdf5883495a59d26

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=sha256:7cd8977cb8a7b1c9d7c28873ec2ee3e788ee594f29ec51fa001f2570c3359963

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

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:9bcf7396b25e554bf6d7c3122b185421b52444865f17ebc808eb90ef17ad8b4e

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:a3fdad449b932a21a8a4130a6d74acc702341038f418ac12934f7d15e6726720

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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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:c3d154671381ac32ac1d16749b14c05eac901b16e48185eb4adce340e3059bd2

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:eff4408bcc3e434d7fc469ab851a243bff29b95deb8442ee57e73dd25cf79502

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=sha256:52660df7617a8eb3ce64a08c53dd598cc49e3db7b2d2c54bd2eee5f84934e0fb

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=sha256:94270b6ae3877808059e095c6b202015b72733dc298ce8ac640d6f0ee0b54812

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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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:cd078296929f11b00edc6a31698a7c7c3ee5efaf65bc92efc41f6c85a03f477b

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:ae85e3ea899516ebb1a8c3d3816eac45808ca782b8d42f441c6ecae98679fa2a

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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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:ade47a1c6e7ea3b3b86e735b8a85f5f16ee9604ee54e7f20b9c7bd78f1b04792

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=sha256:7257d8117076a4fd21b757f7ff765c458fe9df8b0cc119dcec98dc710e90ceda

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=sha256:5fb193074a48eb904f7a7e0d17fd3ab7a9c0d00c975ae39e4211de7dc208b652

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=sha256:59bc70b3ed275419c28a1cf675538f95297b1ed391ec62357f6b822fe871376d

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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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:69e88d86607eb4701ab2e7e021c1841f9f8bba9102d81d64e198e973e8b50d71

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

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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:b0e811aa10dc90592cd05d1d858690cbf7d54f91ac3a0fd4c5003a230d20c77f

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:bce034c631cead76ff770acdf71d30ff3f1bbf84cc7287035b0669d4b8cd5550

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:93d91cb3ffd363d8319caab3b47b7d974cc6672f275b2980acae5bcba5ff5602

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:f6ec664c19e52c714297e819695fed2a505809fefaad8fc65d068c5aeb86448a

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=sha256:1629198c8cad43fb57cf4f0d7b647c37b80c5e885ac06919175b9704c3551402

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=sha256:54e9272832b6ca8d70e64cded571bc1c752c4ad3b28b98b00f3e62102676e227

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:c829e76592758a2042d5b96ec7ce515528bba4b2824a5ebd2ca5d4e95a6f5532

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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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=sha256:9091c4a8100d6d0a9e0a608c5f82755774b5f6c2a96c5602aad1c8afa71c5be8

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=sha256:16d4a34ad945dd321aa4fab24363893f357802a05cdc9361b8c6c7e9459ad54a

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=sha256:24cb9aae4d4cdc23d9481bb02532f314f3124c363732a57d3ab42da156239fdf

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:e10579742063e287f77022679f2bc06c6b62d9f07e8401460c2070ff691d705b

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:d6b756dc37cdbcd65e2180d3ea38c5052434277156ea79a3965465eb335de25f

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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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=sha256:38986bc029acc18725687c4d9472d248e1affd21363df101135589e38e9ac9da

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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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=sha256:8350408e580e640809ea771f23e510acc938f64613d27be6fa2e41376be0a7df

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

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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:4641608e60f72d81059867467d7a62e208ef3f6b1bc4637ee75c006191dfa631

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=sha256:43296f014afc6667dda3dedf2e519208e4e923689cfe856219673d93670cd7d8

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=sha256:505808c4f17abc9d4fa91779985f2e07c0efedefd24c3d012e126eff4a19d807

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=sha256:5749f2169e50271b2a94ba7bc4c6991c931e5283fa5533d3d7de11884f155277

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=sha256:27fab0bccdf32bfe851f2b7d5b5b32f37cd0f5743c1f197f8969b3a094fa471f

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:d05e8a3ba2e35541d0e68e77559b3d58c9326e1f7cdbd847ebfe243166c0048b

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:c112987b10ae9aa4b636f7ad2aed9c56721046e01f3503cd019fa60a92aeebe7

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:c021022b025355351ffb1b8454aa22eeea6cbc14488bfb733845469f6e842448

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:cb99032610be9cc3bc0dfbb6acf9dcd9b4fa08d925691a7588c5d4d6fe2d8e58

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:d3e5aa3db7f6a025350d65f44533dc42383571116259bb1832321b5abb85cc28

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:f6d1a1c9dbb616a64b2b0cbdb51d3c3c344e720567229dcfad7749d233d4b777

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=sha256:53fae935a251c5169894eb648d8d2b8992a73c7b3f543e86b510dc371ecacecb

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:e58f1fdd86899b1ad494cae234b1d323c3c10335555dac112cfa8effde266e3b

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:d10ee2163881a8e20211d59611298cc2e545a6f05bec5a8008a3b3e99b5e8af4

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=sha256:6ecf8c79de11e3a12799a5ce6377d07bbbc87094ccff99ca030e9ab7cda021a2

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=sha256:91a4a3504360a4479e8ece59602b353eccd8eb90b5a2cc9079b1c6b28014b059

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:f3d8f6910eea34600c8576ca66b17c440f8d835a4f2d035539f50a46a6dd9d30

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=sha256:410b1b0fcd227376d1f6e4042c7e8a41315f4691736b2b9297aab2fab31b2dcf

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=sha256:30280a52af4044687ec29418b1740451331785a77143d8808a492038a77b3c57

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=sha256:41013b453e84e654f4a2b8a31002b6969f47286e99986e09880283b4964a3739

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:bdd520793d8e1331323ee48dbebf974346cba89b3b7bc79dc355fb63310b5c98

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:d4952837b442ec9e360b0c625772371844b74b379538cc9f2cf1d4abad6868f1

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=sha256:989c46be5a09c42df5a6de6b2070bf325211164addcb5851f42ab219a483ef17

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:a28bc9e478526c2396649c4730fe64bc901fa7643c98e183cabcd845cf6a1290

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=sha256:5227765d99e95e536964bc375c8a208a61a08f9582625cdb3c071c2aa09df36e

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=sha256:4e7732a70078b6417ba4f89815425814f9c3340c7af2ae23e76a681ab8ac17ba

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:ec09f3137764ea9c34e9cac834350e4aab42c3eb70ec39d597ae5d6b4e17343d

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=sha256:1e02eac3304717867b2d44196d970f818e37e7be1f94f0916438ab8979858a81

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:bf7902aeb748a2427c2839434bf62383f2ada3e182d5fc5f5fb729cd0ddc3412

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=sha256:01e7387aad7ec375075e382bebd444fe323f5b6eb2db77d0604c21c0fb8a42c2

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:af2daf5ebee2738d442f57a3846893d6f20daf8b08014fb89ad374bba387d649

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=sha256:1f52fca24c928d3518031d7dce3b0c0faed92c3b3eb65bb9fc8069419aaa8221

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:cfbd8833b3868163792ed4a8396408384c4fdc2b4e5c9561807b7ec0cc4b8f3a

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=sha256:323575ba17fda73514ee7c45d853eb493ad29480f4c4d38db601bbdb216d1cf9

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=sha256:57d5c0a276f812fc4ef1dde9e67655b7f318b48ca4d2bf8bcf49a2ded6e0c5cb

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=sha256:07608a7411018d7394edd0113d1c0a09f6c1d8464a11803529e6c85ed1d8af0a

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=sha256:454365038bb940c0823b16e14c51ccb0e04f326ba0d2f1f140a9ad2f95ba6b75

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=sha256:0709f21d5bfe7b7c4fbb6aa284472ab4829879b98cf96b7349e96d5a5d66fcab

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=sha256:61bbe6becd300c4427f40ed81ad5f6c9128c39bb447debc4ea60a3d345578dd8

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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source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:80c5780fb38abda6b6abeb1449473e2327904fd0c64d6442d9bc379a09e19c03

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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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=sha256:8be0d214f44fd799c1365689347fa045fcf3ea50239c8cbc36f1c0d5ea98ce56

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=sha256:00cbad0c1f59c6711dfb1b0aaa0235d3fdf79e1b58936810180ebf54e9264881

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=sha256:9d9f7b651fbc0b98b86576fe86d8b8e826b1561018d6fb791c103430b2c4ba4d

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:e1d52ec6ebec3fa74c6f45bafc1fb4fbd577caa423958dae2c0cc06c633738c1

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=sha256:665d4556069c85da22178e6846a05f9eb9e1b7bd49405006f348e2832e2b4a39

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=sha256:32a1a6ef44b24e233d30a8102503ffc28c8f6e6592e017bcd2835363f5cfaa2d

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=sha256:96c31173feffd4bef28e6c99b10a44d1c5f31d77b62370b8c9ec14bb3e7883b6

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:a4e0dd623e2369f080cb3b1cd2b4b63e14d525e3d693497858f1e89276ef07fe

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=sha256:39fa29d9def4c75e8f23ccb1cd312346bb1355395794a4748a2dea45706296b5

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:d3e318c304caee9034c3a08f81a67440987ab719758376387ab12974b3fedeb7

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=sha256:953927911f4c7d2e607e15e773e84945484dfd039b826ee156452861185a47f2

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:deca94b4b45fc3d5718b8a8c12bfaa8e98ab7d76da5fbe05c8e1585c703f74ec

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:e8be101642f47fb3142d202a17feaa47a3ccd5de72a3bd3548b6703cb983231e

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=sha256:89b4b9ad85423315a6394730de367ecf11176a20408e6e7a09c2e3621138ba47

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=sha256:3313863c262f2ccb16a16e3b5d8701ce4899c838b6c881406345e08da0728317

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=sha256:782aed0883f2fa496fdca22872ed25ee7bb1ab5c0c6f22d2254e111e35823329

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=sha256:1e16e162e2d5e579b245154d5e846740f5826fdf16fd897f8027bd4eb375d134

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:eb50f5ffce6f418e2b2f579139e218456556978585f48cbfc9fdc6845fe1e485

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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local_arxiv, observed 2026-07-09T11:56:12.308606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-09T11:48:15.243087Z digest=sha256:4b40cbbedfcf72fa9fd9097e6b11ad509103f1db836a81151c40c33b4cf4a938

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:d1a0b7ae3fc0b780d9f9e1914b5487c48dc390e3481be79b092dd09fde27f6b5

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=sha256:26ba418eec1c596151f0aa3dd254b41b88c21b6dc091ab873eec671e290090a8

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:ffe224d39771e63e045b972924e3f058fffda4bccb6cc7291845f48c5c3e4aa1

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=sha256:2c618d960a43a0014d79c7570b9b06048eabe60284f04315612e4e8b3eaa1afa