Paper Citation Record · LEDGER

CUSUM-Shaped Inference-Time Monitoring and Targeted Re-Decoding for Quantized Small Language Model Reasoning

As of 21 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2607.20129.

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

pith.paper-citation-record.v1
2607.20129 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T10:48:09.752396Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

17 of 17 outbound references displayed

verified exact1
verified fuzzy0
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2ad4f0df-c4f5-4eb5-b301-d7fa88f94ee7 · outbound

This paper cites The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning.

CUSUM-Shaped Inference-Time Monitoring and Targeted Re-Decoding for Quantized Small Language Model Reasoning The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T10:48:08.674349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f269d94e-d0e9-4623-a29c-7fa4d643a73d · outbound

This paper cites Fact-checking the output of large language models via token-level uncertainty quantification.

CUSUM-Shaped Inference-Time Monitoring and Targeted Re-Decoding for Quantized Small Language Model Reasoning Fact-checking the output of large language models via token-level uncertainty quantification

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T10:48:08.934482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1e2d1c9-a51d-4248-b32f-124316ca315d · outbound

This paper cites Mitigating overthinking in large reasoning language models via reasoning path deviation monitoring.arXiv preprint arXiv:2603.14251,.

CUSUM-Shaped Inference-Time Monitoring and Targeted Re-Decoding for Quantized Small Language Model Reasoning Mitigating overthinking in large reasoning language models via reasoning path deviation monitoring.arXiv preprint arXiv:2603.14251,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T10:48:09.123619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9900812c-0326-4c78-8437-88e0ed56d1d7 · outbound

This paper cites Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models.

CUSUM-Shaped Inference-Time Monitoring and Targeted Re-Decoding for Quantized Small Language Model Reasoning Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T10:48:09.306504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2cd5659-6af7-408f-82aa-737bc76dfe2b · outbound

This paper cites Quantized Reasoning Models Think They Need to Think Longer, but They Do Not.

CUSUM-Shaped Inference-Time Monitoring and Targeted Re-Decoding for Quantized Small Language Model Reasoning Quantized Reasoning Models Think They Need to Think Longer, but They Do Not

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T10:48:09.420742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe151b9d-b590-42f2-99e0-428370bb2379 · outbound

This paper cites an unresolved cited work.

CUSUM-Shaped Inference-Time Monitoring and Targeted Re-Decoding for Quantized Small Language Model Reasoning Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T10:48:09.516607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98c5b953-6f7a-4e67-be7a-69e54750b503 · outbound

This paper cites WATCH: Adaptive Monitoring for AI Deployments via Weighted-Conformal Martingales.

CUSUM-Shaped Inference-Time Monitoring and Targeted Re-Decoding for Quantized Small Language Model Reasoning WATCH: Adaptive Monitoring for AI Deployments via Weighted-Conformal Martingales

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T10:48:09.690132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3104ab8-27ea-4104-8806-82cd8811de43 · outbound

This paper cites Glenn Shafer.

CUSUM-Shaped Inference-Time Monitoring and Targeted Re-Decoding for Quantized Small Language Model Reasoning Glenn Shafer

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T10:48:09.730876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9de9cc88-e478-4fd5-a7aa-38265bdeb211 · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

CUSUM-Shaped Inference-Time Monitoring and Targeted Re-Decoding for Quantized Small Language Model Reasoning Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T10:48:09.739616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bd2aeb4-b9d2-4763-afb8-2cc0dfc57358 · outbound

This paper cites Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs.

CUSUM-Shaped Inference-Time Monitoring and Targeted Re-Decoding for Quantized Small Language Model Reasoning Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T10:48:09.743438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d1ea525-8c67-49a1-8e82-1eec436b36ba · outbound

This paper cites Step Back to Leap Forward: Self-Backtracking for Boosting Reasoning of Language Models.

CUSUM-Shaped Inference-Time Monitoring and Targeted Re-Decoding for Quantized Small Language Model Reasoning Step Back to Leap Forward: Self-Backtracking for Boosting Reasoning of Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T10:48:09.747886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 877c8c3f-3ee5-4537-a888-6d121ad33689 · outbound

This paper cites Wenhong Zhu, Hongkun Hao, and Rui Wang.

CUSUM-Shaped Inference-Time Monitoring and Targeted Re-Decoding for Quantized Small Language Model Reasoning Wenhong Zhu, Hongkun Hao, and Rui Wang

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T10:48:09.752396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78b735c4-9f5d-458b-bd6e-419764013130 · outbound

This paper cites Adaptive Conformal Inference by Betting.

CUSUM-Shaped Inference-Time Monitoring and Targeted Re-Decoding for Quantized Small Language Model Reasoning Adaptive Conformal Inference by Betting

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-01T10:48:09.635408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ff32026-f60e-4518-ad95-65f845730418 · outbound

This paper cites an unresolved cited work.

CUSUM-Shaped Inference-Time Monitoring and Targeted Re-Decoding for Quantized Small Language Model Reasoning Unresolved cited work

Reference 1954

Resolution: verified exact; doi, observed 2026-08-01T10:48:58.075797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 80db298c-6320-427a-b5e3-88d7b57cc12b · outbound

This paper cites Quantization meets reasoning: Exploring and mitigating degradation of low-bit LLMs in mathematical reasoning.arXiv preprint arXiv:2505.11574,.

CUSUM-Shaped Inference-Time Monitoring and Targeted Re-Decoding for Quantized Small Language Model Reasoning Quantization meets reasoning: Exploring and mitigating degradation of low-bit LLMs in mathematical reasoning.arXiv preprint arXiv:2505.11574,

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-01T10:48:09.225584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7d99160-bea5-4492-af90-6a2f760bda26 · outbound

This paper cites Deep Think with Confidence.

CUSUM-Shaped Inference-Time Monitoring and Targeted Re-Decoding for Quantized Small Language Model Reasoning Deep Think with Confidence

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T10:48:09.026214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46239dec-5322-4f12-acaf-6d724387eaca · outbound

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

CUSUM-Shaped Inference-Time Monitoring and Targeted Re-Decoding for Quantized Small Language Model Reasoning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T10:48:08.838888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.