Paper Citation Record · LEDGER

BLADE: Boundary-Expanded and Layer-Adaptive Dynamic Exit for Efficient LLM Reasoning

As of 9 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2607.28966.

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

pith.paper-citation-record.v1
2607.28966 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T16:24:40.402316Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

13 of 13 outbound references displayed

verified exact0
verified fuzzy0
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cb04c37f-d97f-4f35-ab85-9382999dfe59 · outbound

This paper cites AIMOValidationAMCDataset.

BLADE: Boundary-Expanded and Layer-Adaptive Dynamic Exit for Efficient LLM Reasoning AIMOValidationAMCDataset

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T16:24:38.333175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d04f35a-eed6-41cd-9ecd-ab799550a65d · outbound

This paper cites InICLR 2025 Workshop on Foundation Models in the Wild.

BLADE: Boundary-Expanded and Layer-Adaptive Dynamic Exit for Efficient LLM Reasoning InICLR 2025 Workshop on Foundation Models in the Wild

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T16:24:38.931845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e8bb27c-6947-4eb9-99e1-99f2ae79387f · outbound

This paper cites Hendrycks, D.; Burns, C.; Kadavath, S.; Arora, A.; Basart, S.; Tang, E.; Song, D.; and Steinhardt, J.

BLADE: Boundary-Expanded and Layer-Adaptive Dynamic Exit for Efficient LLM Reasoning Hendrycks, D.; Burns, C.; Kadavath, S.; Arora, A.; Basart, S.; Tang, E.; Song, D.; and Steinhardt, J

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T16:24:39.366496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25cb251b-df06-4d36-9a62-30692cc6ae6a · outbound

This paper cites Let’sVerifyStepbyStep.

BLADE: Boundary-Expanded and Layer-Adaptive Dynamic Exit for Efficient LLM Reasoning Let’sVerifyStepbyStep

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T16:24:39.591983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30e4df3a-8f29-4a4d-b5df-6aaa369f71f8 · outbound

This paper cites Revisiting Overthinking in Long Chain-of-Thought from the Perspective of Self-Doubt.

BLADE: Boundary-Expanded and Layer-Adaptive Dynamic Exit for Efficient LLM Reasoning Revisiting Overthinking in Long Chain-of-Thought from the Perspective of Self-Doubt

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T16:24:39.807915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8688335-e6ea-467f-8f5f-9ffd8d2d59ca · outbound

This paper cites Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning.

BLADE: Boundary-Expanded and Layer-Adaptive Dynamic Exit for Efficient LLM Reasoning Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T16:24:40.163633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5eb4d14c-ec54-4880-a27a-5487ce231880 · outbound

This paper cites Qwen3 Technical Report.

BLADE: Boundary-Expanded and Layer-Adaptive Dynamic Exit for Efficient LLM Reasoning Qwen3 Technical Report

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T16:24:40.305334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a374f45-89fa-4cf4-8038-8beb854b3d58 · outbound

This paper cites InInternational Conference on Learning Representations.

BLADE: Boundary-Expanded and Layer-Adaptive Dynamic Exit for Efficient LLM Reasoning InInternational Conference on Learning Representations

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T16:24:40.402316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 356b9134-55f2-4e0a-8eb5-4066644e40d4 · outbound

This paper cites an unresolved cited work.

BLADE: Boundary-Expanded and Layer-Adaptive Dynamic Exit for Efficient LLM Reasoning Unresolved cited work

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-03T16:24:40.026681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a3cb0b2-14f8-4271-9469-b0692fc7c720 · outbound

This paper cites InFindings of the Association for Computational Linguistics: EMNLP 2020, 4339–4350.

BLADE: Boundary-Expanded and Layer-Adaptive Dynamic Exit for Efficient LLM Reasoning InFindings of the Association for Computational Linguistics: EMNLP 2020, 4339–4350

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-03T16:24:38.762640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1071cd9-3170-4130-b6c8-a714a4d03a1a · outbound

This paper cites Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs.

BLADE: Boundary-Expanded and Layer-Adaptive Dynamic Exit for Efficient LLM Reasoning Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T16:24:38.604879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 738826d2-1d50-4e0b-826f-e5ed3f88b374 · outbound

This paper cites Bengio,Y.;Léonard,N.;andCourville,A.2013.

BLADE: Boundary-Expanded and Layer-Adaptive Dynamic Exit for Efficient LLM Reasoning Bengio,Y.;Léonard,N.;andCourville,A.2013

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T16:24:38.431107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6629160-05d7-4676-9a24-1e87222d64b6 · outbound

This paper cites Han, J.; Di, Z.; Jiang, Z.; Liao, Y.; Liang, J.; Wang, Y.; and Xiao, Y.

BLADE: Boundary-Expanded and Layer-Adaptive Dynamic Exit for Efficient LLM Reasoning Han, J.; Di, Z.; Jiang, Z.; Liao, Y.; Liang, J.; Wang, Y.; and Xiao, Y

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-03T16:24:39.152845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.