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Paper Citation Record · LEDGER

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework

As of 15 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2509.05007.

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

pith.paper-citation-record.v1
2509.05007 v2

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T05:45:04.574964Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

35 of 35 outbound references displayed

  • verified exact2
  • verified fuzzy1
  • unresolved32
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 35cf5d1f-90ca-4afe-bff6-634bc023d1c8 · outbound

This paper cites an unresolved cited work.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework Unresolved cited work

Reference 1

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no resolver link, observed 2026-08-05T05:45:02.102035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:45:02.102035Z digest=sha256:322363f4f27a4ecb531e47483b63b13d7c84e5cdfaf8d44d0829fa8ea927f64a

Observation da57585d-8e1f-4826-b173-bb9b6272ace1 · outbound

This paper cites AlphaMath Almost Zero: Process Supervision without Process.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework AlphaMath Almost Zero: Process Supervision without Process

Reference 2

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unresolved
no resolver link, observed 2026-08-05T05:45:02.225374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:45:02.225374Z digest=sha256:16b27cca55847a955acbf7163c16dbdb04dee0d7af74f98dd0774e98852ed25b

Observation 0f9700ca-b7e9-4b86-8d65-dd1be9df641a · outbound

This paper cites Training Deep Nets with Sublinear Memory Cost.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework Training Deep Nets with Sublinear Memory Cost

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-05T05:45:02.307145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:45:02.307145Z digest=sha256:43e40ebd774ceb0281a0dc04af43ee6f9a2da46258a975679a599417e49187fd

Observation b17cbcda-a229-4ac6-a328-5428da7d0df3 · outbound

This paper cites An Empirical Study on Eliciting and Improving R1-like Reasoning Models.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework An Empirical Study on Eliciting and Improving R1-like Reasoning Models

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-05T05:45:02.361736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:45:02.361736Z digest=sha256:5edb9eaefe6cb8fbf7b9e817d4278ad624d04fd4be74b804821673e1628568a0

Observation 2820beba-ff38-4b0a-bd44-96456c464c61 · outbound

This paper cites Fu, Stefano Ermon, Atri Rudra, and Christopher R \' e.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework Fu, Stefano Ermon, Atri Rudra, and Christopher R \' e

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:45:06.635807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-05T05:45:02.394475Z digest=sha256:e70b559a1f85c16e909d382a6dca503bf29ca850e80249d56b5400a602420345

Observation 541cf096-e27f-4135-8875-91b0b39a031a · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-05T05:45:02.441839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:45:02.441839Z digest=sha256:eb8a72a8266fa48e613d751aaa0d8c0a83d63fc239b8305bbe361a7c953bd581

Observation 9d6d4790-0a53-4505-9235-5d0be4b6dbfd · outbound

This paper cites an unresolved cited work.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:45:06.477504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-05T05:45:02.528538Z digest=sha256:ad09604c5c8442d3667b9bc4e75ada2909ebee115f4c21d0d6169a4fe660b3ec

Observation e7ab74a0-26c6-4150-a49b-bfb5aabd162c · outbound

This paper cites AM-Thinking-v1: Advancing the Frontier of Reasoning at 32B Scale.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework AM-Thinking-v1: Advancing the Frontier of Reasoning at 32B Scale

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-08-05T05:45:05.179743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-05T05:45:02.614238Z digest=sha256:af72cfe7f225b6314e33fc5044c2981a86cb165158a87eefee7d0f8b03c37549

Observation 608e598d-cbc1-4caa-a836-3e3fc350f3af · outbound

This paper cites Enhancing LLM Reasoning with Reward-guided Tree Search.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework Enhancing LLM Reasoning with Reward-guided Tree Search

Reference 9

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no resolver link, observed 2026-08-05T05:45:02.737120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:45:02.737120Z digest=sha256:5d7655447b5754b49daaa4010f03e1835514257379529be48c252d87e475f0a4

Observation d50c76e8-c680-4fbb-9285-aad993ab0bbe · outbound

This paper cites MindStar: Enhancing Math Reasoning in Pre-trained LLMs at Inference Time.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework MindStar: Enhancing Math Reasoning in Pre-trained LLMs at Inference Time

Reference 10

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unresolved
no resolver link, observed 2026-08-05T05:45:02.835896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:45:02.835896Z digest=sha256:0c87a795dc02a1a851f15a19eba17529efcaca001c14ae6f8872cc9e40e0f839

Observation 1082e52f-fa3f-4e6b-8cac-9f4715bc2e14 · outbound

This paper cites LooGLE: Can Long-Context Language Models Understand Long Contexts?.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework LooGLE: Can Long-Context Language Models Understand Long Contexts?

Reference 11

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no resolver link, observed 2026-08-05T05:45:02.906907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:45:02.906907Z digest=sha256:d2e4b97d34c3aaf359e27ada5d4695fd0e2eb1ecf133dc40db56c5493f9807a6

Observation a1f26e02-7de2-40d4-8319-a4c8fdf3715d · outbound

This paper cites an unresolved cited work.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:45:06.350396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-05T05:45:02.992212Z digest=sha256:1c8cf2acb3ef5ac243c67d4ed9046c7410690e9833a4f4bb1cb0a165d26174f1

Observation 7824f657-254f-4a13-b8c3-96efb2d142a9 · outbound

This paper cites Learning from Peers in Reasoning Models.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework Learning from Peers in Reasoning Models

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-05T05:45:03.041044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:45:03.041044Z digest=sha256:405d6ea985df4d9f9ed509a62501f3f178d464eb61e018fd0ac6a5e6d0919168

Observation 4d564da0-93db-4384-9505-8083fb7b859f · outbound

This paper cites an unresolved cited work.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:45:06.240829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-05T05:45:03.092367Z digest=sha256:155e18ee099c4d386d8823121be599a5c07727adabff2633af8cd1362c577202

Observation 1bcec1fd-f645-4ad8-a103-1cc98fac4eb4 · outbound

This paper cites an unresolved cited work.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:45:06.082710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-05T05:45:03.155238Z digest=sha256:29abf6a62657dd4b06d90bc027d32e1d72431e8d9d5afdf8330cb8c6b8391f34

Observation be12f984-9028-431e-9dfb-d0065287bff5 · outbound

This paper cites an unresolved cited work.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:45:05.948566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-05T05:45:03.218626Z digest=sha256:89b8bfa76bbb95f0f3e222a436dafb4d81377bd1579ade4026ea8f21b2f59472

Observation b0de3e5d-eec4-4993-bb62-7c7f1679d800 · outbound

This paper cites an unresolved cited work.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:45:05.775984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-05T05:45:03.336609Z digest=sha256:4c4a7b9601039144368421c5bdc90e4f95f63df0cb029540c1712b584c4c92da

Observation a85b1756-07d3-4787-a0c0-833f4410072c · outbound

This paper cites an unresolved cited work.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:45:05.628247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-05T05:45:03.422979Z digest=sha256:a35f3316b555f8801797cec0db5e6ca7d56b96da41589a539ee93de8b0b82031

Observation 5b78de76-fd86-4e3d-af4c-7f224c9320db · outbound

This paper cites Challenging the Boundaries of Reasoning: An Olympiad-Level Math Benchmark for Large Language Models.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework Challenging the Boundaries of Reasoning: An Olympiad-Level Math Benchmark for Large Language Models

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-05T05:45:03.510450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:45:03.510450Z digest=sha256:fff4059cd95def28e93492e6fb663a556d5ea829620b41dfec5b9b00603ff055

Observation 0108e6ab-fd47-4add-b2a9-b775213ba336 · outbound

This paper cites an unresolved cited work.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework Unresolved cited work

Reference 20

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unresolved
no resolver link, observed 2026-08-05T05:45:03.555556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:45:03.555556Z digest=sha256:a13d31b824b832857619ed3dcfbe231b469d18d4e4b8fc96cee769139e0b1174

Observation 8cebe25e-469e-4174-b01f-c8a088017e18 · outbound

This paper cites Kimi k1.5: Scaling Reinforcement Learning with LLMs.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework Kimi k1.5: Scaling Reinforcement Learning with LLMs

Reference 21

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unresolved
no resolver link, observed 2026-08-05T05:45:03.603592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:45:03.603592Z digest=sha256:3aa8b5acdceb7cf8bf103dbfa980a44180a8a0f3c472e79036b3e80d37f3f4db

Observation 6759201f-0a9e-4cd5-ba0c-8917f1cc52d4 · outbound

This paper cites an unresolved cited work.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:45:05.505025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-05T05:45:03.686412Z digest=sha256:4ffa30573b2d73362cbe2ea60a7eecdec6e3574b78d216a9112355c8d5ff2221

Observation 3bfb60cb-a0aa-499a-a7d4-948e8ab21a0f · outbound

This paper cites an unresolved cited work.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework Unresolved cited work

Reference 23

Resolution
verified exact
doi, observed 2026-08-05T05:45:04.744904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-05T05:45:03.747953Z digest=sha256:fe6936397edd88a2429c78559f42d4527d5b4c03ea9ff64e9fa4f7f25801330b

Observation ab35794d-4cb0-4f19-8a75-2f0f70d18557 · outbound

This paper cites Think Twice: Enhancing LLM Reasoning by Scaling Multi-round Test-time Thinking.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework Think Twice: Enhancing LLM Reasoning by Scaling Multi-round Test-time Thinking

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-05T05:45:03.841680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:45:03.841680Z digest=sha256:217ea2be91023707150aa651315ff371d591fba55363f59a9322b7bec1e84dc8

Observation c614f01d-e18a-4159-beb7-d12685203e2c · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-05T05:45:03.947093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:45:03.947093Z digest=sha256:815cddb9cfc1e3dce6ce4ff460a183cdf9c14b8e69e10780ca62ff7c0940df5f

Observation 08fe2101-9ae3-4671-9a47-74cd828efa0a · outbound

This paper cites Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-05T05:45:04.041310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:45:04.041310Z digest=sha256:e1f0843c3d25e76498c68cfc3c5be145a7f61aa38168e4d01c4059f8604a163a

Observation 2df28670-0e00-44f9-a3c3-8772a2db9d8a · outbound

This paper cites Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-05T05:45:04.085149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:45:04.085149Z digest=sha256:a23494bc1a91efabb88c43766a01a5acef8ae7544d19d6b53b685bfc8c249a7e

Observation fe65952b-e99c-4a8a-814f-42e2ea425534 · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-05T05:45:04.142340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:45:04.142340Z digest=sha256:5343d69e46d63c6b9f0089291f109b9f994c8d65bf58e197ba6513246869ddbf

Observation 3398d6f1-731d-4f94-9395-3939844542d4 · outbound

This paper cites Qwen3 Technical Report.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework Qwen3 Technical Report

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-05T05:45:04.193997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:45:04.193997Z digest=sha256:7ed0ef1448dde268040fa137d3f86b0f2e6a67b2d18734638970865fa98eba16

Observation c8cf2108-6d11-469d-8aa0-5fa3d2d20e15 · outbound

This paper cites Qwen2.5 Technical Report.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework Qwen2.5 Technical Report

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-05T05:45:04.250204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:45:04.250204Z digest=sha256:de0c4617f23e4e5cfe8af77b3fcac57c6e9b74ad17dbf6cc5ca433d156c77366

Observation 9a039030-0780-4570-af85-a240679e1ace · outbound

This paper cites What's Behind PPO's Collapse in Long-CoT? Value Optimization Holds the Secret.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework What's Behind PPO's Collapse in Long-CoT? Value Optimization Holds the Secret

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-05T05:45:04.288900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:45:04.288900Z digest=sha256:b979cddcc670e3aacf9123050f212c67def14d3eec992bde0b6f3ac4398bdda0

Observation 5e2375fc-b9ba-40bd-aaf1-068d67e734e2 · outbound

This paper cites SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-05T05:45:04.332772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:45:04.332772Z digest=sha256:90bcaa5cfa4fd9a0fb581b3ae55ef6e2bde56f1383d60f758907044a916c8ab3

Observation 4389625e-cc22-4149-8860-1c3d17c3ca77 · outbound

This paper cites A Survey of Large Language Models.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework A Survey of Large Language Models

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-05T05:45:04.444457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:45:04.444457Z digest=sha256:5c5d61457314819536f1689035ab5be07779d148db8fec108f75c2debce5ce09

Observation 9ede3fcb-8278-44c1-8dad-0635de6293b6 · outbound

This paper cites online" 'onlinestring :=.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework online" 'onlinestring :=

Reference 34

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unresolved
no resolver link, observed 2026-08-05T05:45:04.520634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:45:04.520634Z digest=sha256:54f2ff0b6b20631aa24bceb82a5283fa25749233f6d5b26ce2e9482bcf32a35f

Observation e10f1f69-98fa-43d6-af5f-9ab19eb2a6bf · outbound

This paper cites write newline.

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework write newline

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-05T05:45:04.574964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:45:04.574964Z digest=sha256:8f7380898ec53d9547c9e8fcdd09fde377f0b2a08ab771274bc883f11caafcc4

Pith citing papers

No inbound Pith citation observations are available.