Token-Budget-Aware LLM Reasoning | Paper Citation Record

Observation b979607e-2f2c-455a-a6c8-23b4552981bf · inbound

Disentangling Memory and Reasoning Ability in Large Language Models cites this paper.

Disentangling Memory and Reasoning Ability in Large Language Models Token-Budget-Aware LLM Reasoning

Reference 16

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Observation 09250be7-dc9d-4dd9-8b7c-4f6245167105 · inbound

Efficiently Scaling LLM Reasoning with Certaindex cites this paper.

Efficiently Scaling LLM Reasoning with Certaindex Token-Budget-Aware LLM Reasoning

Reference 55

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Observation c9d5b32a-a009-4721-98c1-09a38d78502e · inbound

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

Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs Token-Budget-Aware LLM Reasoning

Reference 279

Resolution: verified exact; arxiv_id, observed 2026-05-13T15:51:29.412457Z

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Observation af0384d9-699a-49bc-80fe-f06ff7338649 · inbound

O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning cites this paper.

O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning Token-Budget-Aware LLM Reasoning

Reference 7

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Observation ea4e6788-c37c-4a2d-9409-16197e3115e9 · inbound

Emergent Response Planning in LLMs cites this paper.

Emergent Response Planning in LLMs Token-Budget-Aware LLM Reasoning

Reference 16

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Observation 646c56ac-be82-4b54-aa93-5c265b8a8a78 · inbound

When More is Less: Understanding Chain-of-Thought Length in LLMs cites this paper.

When More is Less: Understanding Chain-of-Thought Length in LLMs Token-Budget-Aware LLM Reasoning

Reference 19

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Observation bbecaa2a-0256-4441-80ca-a07ce697f010 · inbound

CoT-Valve: Length-Compressible Chain-of-Thought Tuning cites this paper.

CoT-Valve: Length-Compressible Chain-of-Thought Tuning Token-Budget-Aware LLM Reasoning

Reference 14

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Observation 659d2d1f-c23c-445f-bb6a-a539263c7885 · inbound

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models cites this paper.

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models Token-Budget-Aware LLM Reasoning

Reference 236

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:40:41.460813Z

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Observation 58ee8975-3092-4724-9cd9-6dd5b4bbe2b5 · inbound

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models cites this paper.

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models Token-Budget-Aware LLM Reasoning

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-14T01:29:57.390940Z

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Observation 2133311b-2ba5-4a95-9cb0-067ff6bcced4 · inbound

Thought Manipulation: External Thought Can Be Efficient for Large Reasoning Models cites this paper.

Thought Manipulation: External Thought Can Be Efficient for Large Reasoning Models Token-Budget-Aware LLM Reasoning

Reference 9

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Observation 0f6e5f38-68fe-477c-a50f-34b4a310256f · inbound

Generative AI Act II: Test Time Scaling Drives Cognition Engineering cites this paper.

Generative AI Act II: Test Time Scaling Drives Cognition Engineering Token-Budget-Aware LLM Reasoning

Reference 105

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Observation 55db6f5e-4f8b-4208-8283-d7a4d430b138 · inbound

An Empirical Study of LLM Reasoning Ability Under Strict Output Length Constraint cites this paper.

An Empirical Study of LLM Reasoning Ability Under Strict Output Length Constraint Token-Budget-Aware LLM Reasoning

Reference 14

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Observation 7b2ebbc9-d2b3-4a28-b17b-f053be4200ba · inbound

Between Underthinking and Overthinking: An Empirical Study of Reasoning Length and correctness in LLMs cites this paper.

Between Underthinking and Overthinking: An Empirical Study of Reasoning Length and correctness in LLMs Token-Budget-Aware LLM Reasoning

Reference 9

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Observation 1f9b2ec1-a5ae-4509-9185-ff4440967080 · inbound

A Survey of Slow Thinking-based Reasoning LLMs using Reinforced Learning and Inference-time Scaling Law cites this paper.

A Survey of Slow Thinking-based Reasoning LLMs using Reinforced Learning and Inference-time Scaling Law Token-Budget-Aware LLM Reasoning

Reference 31

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Observation 312df5cd-fd0d-4ffa-bfb6-15397c5ba351 · inbound

S-GRPO: Early Exit via Reinforcement Learning in Reasoning Models cites this paper.

S-GRPO: Early Exit via Reinforcement Learning in Reasoning Models Token-Budget-Aware LLM Reasoning

Reference 45

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Observation f0b5292a-738b-42b2-8c1a-a7f835de7063 · inbound

Not All Thoughts are Generated Equal: Efficient LLM Reasoning via Multi-Turn Reinforcement Learning cites this paper.

Not All Thoughts are Generated Equal: Efficient LLM Reasoning via Multi-Turn Reinforcement Learning Token-Budget-Aware LLM Reasoning

Reference 13

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Observation 488fd659-67ff-4b68-93a2-a8b7ded2f8f4 · inbound

AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning cites this paper.

AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning Token-Budget-Aware LLM Reasoning

Reference 10

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Observation c4527e8d-3ce6-4cf2-b160-b8105b570bd1 · inbound

Thinkless: LLM Learns When to Think cites this paper.

Thinkless: LLM Learns When to Think Token-Budget-Aware LLM Reasoning

Reference 13

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Observation 330eb333-aa86-4970-837c-4b399af8a3ae · inbound

AdaptThink: Reasoning Models Can Learn When to Think cites this paper.

AdaptThink: Reasoning Models Can Learn When to Think Token-Budget-Aware LLM Reasoning

Reference 8

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Observation e0de894f-502b-4ab2-9710-ef5f52d0ae58 · inbound

Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training cites this paper.

Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training Token-Budget-Aware LLM Reasoning

Reference 47

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Observation 915989a3-4a12-41d2-a951-fb2e8e3217ff · inbound

Prolonged Reasoning Is Not All You Need: Certainty-Based Adaptive Routing for Efficient LLM/MLLM Reasoning cites this paper.

Prolonged Reasoning Is Not All You Need: Certainty-Based Adaptive Routing for Efficient LLM/MLLM Reasoning Token-Budget-Aware LLM Reasoning

Reference 43

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Observation 50be68a5-40f7-4b38-9608-f33181707c9f · inbound

When Can Large Reasoning Models Save Thinking? Mechanistic Analysis of Behavioral Divergence in Reasoning cites this paper.

When Can Large Reasoning Models Save Thinking? Mechanistic Analysis of Behavioral Divergence in Reasoning Token-Budget-Aware LLM Reasoning

Reference 11

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Observation 6b101f41-6384-43a7-83d8-c41f71c93794 · inbound

ThinkLess: A Training-Free Inference-Efficient Method for Reducing Reasoning Redundancy cites this paper.

ThinkLess: A Training-Free Inference-Efficient Method for Reducing Reasoning Redundancy Token-Budget-Aware LLM Reasoning

Reference 10

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Observation 740c33b5-9cfd-4f7c-9fa0-4cc1ef58134e · inbound

Search-Based Multi-Trajectory Refinement for Safe C-to-Rust Translation with Large Language Models cites this paper.

Search-Based Multi-Trajectory Refinement for Safe C-to-Rust Translation with Large Language Models Token-Budget-Aware LLM Reasoning

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-22T14:36:40.941635Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c7b8289c-19b0-48b7-ba03-764259908cdb · inbound

TrimR: Verifier-based Training-Free Thinking Compression for Efficient Test-Time Scaling cites this paper.

TrimR: Verifier-based Training-Free Thinking Compression for Efficient Test-Time Scaling Token-Budget-Aware LLM Reasoning

Reference 7

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Observation 88f665e6-9f91-43db-87e0-b8024bd71110 · inbound

VeriThinker: Learning to Verify Makes Reasoning Model Efficient cites this paper.

VeriThinker: Learning to Verify Makes Reasoning Model Efficient Token-Budget-Aware LLM Reasoning

Reference 14

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Observation b90ca9c3-e075-477f-9356-016a9a549240 · inbound

Thinking Fast and Right: Balancing Accuracy and Reasoning Length with Adaptive Rewards cites this paper.

Thinking Fast and Right: Balancing Accuracy and Reasoning Length with Adaptive Rewards Token-Budget-Aware LLM Reasoning

Reference 10

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Observation cd22b086-98c1-48f1-a84f-6057f7ca93a9 · inbound

Efficient Long CoT Reasoning in Small Language Models cites this paper.

Efficient Long CoT Reasoning in Small Language Models Token-Budget-Aware LLM Reasoning

Reference 8

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Observation e9e33716-a22a-4a33-b8ba-e89bc807d2c1 · inbound

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting cites this paper.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Token-Budget-Aware LLM Reasoning

Reference 39

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Observation 483f4a1e-f312-4f72-9254-651d226aa27c · inbound

Can Past Experience Accelerate LLM Reasoning? cites this paper.

Can Past Experience Accelerate LLM Reasoning? Token-Budget-Aware LLM Reasoning

Reference 15

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Observation 251f3220-cc74-4986-a428-803ed2860738 · inbound

Self-Route: Automatic Mode Switching via Capability Estimation for Efficient Reasoning cites this paper.

Self-Route: Automatic Mode Switching via Capability Estimation for Efficient Reasoning Token-Budget-Aware LLM Reasoning

Reference 14

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Observation e7fa8cc1-75ad-43ec-82b9-63bea8c08157 · inbound

PixelThink: Towards Efficient Chain-of-Pixel Reasoning cites this paper.

PixelThink: Towards Efficient Chain-of-Pixel Reasoning Token-Budget-Aware LLM Reasoning

Reference 55

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Observation d685371d-f7d9-42ad-a2d7-f27d67bbfa11 · inbound

Reasoning Can Hurt the Inductive Abilities of Large Language Models cites this paper.

Reasoning Can Hurt the Inductive Abilities of Large Language Models Token-Budget-Aware LLM Reasoning

Reference 44

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Observation 3df8f4b6-63c7-4f29-b1ee-db42314184ab · inbound

Long or short CoT? Investigating Instance-level Switch of Large Reasoning Models cites this paper.

Long or short CoT? Investigating Instance-level Switch of Large Reasoning Models Token-Budget-Aware LLM Reasoning

Reference 10

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Observation 00e34f3b-424f-42dd-8ce8-d97dd9b99074 · inbound

Reasoning or Overthinking: Evaluating Large Language Models on Financial Sentiment Analysis cites this paper.

Reasoning or Overthinking: Evaluating Large Language Models on Financial Sentiment Analysis Token-Budget-Aware LLM Reasoning

Reference 13

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Observation 15b48e73-c8d8-46c1-b813-a6b7b5605196 · inbound

DynamicMind: A Tri-Mode Thinking System for Large Language Models cites this paper.

DynamicMind: A Tri-Mode Thinking System for Large Language Models Token-Budget-Aware LLM Reasoning

Reference 16

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Observation 89af4f56-187f-42a1-bd16-61758b633dd9 · inbound

What makes Reasoning Models Different? Follow the Reasoning Leader for Efficient Decoding cites this paper.

What makes Reasoning Models Different? Follow the Reasoning Leader for Efficient Decoding Token-Budget-Aware LLM Reasoning

Reference 19

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Observation 640a7e38-dd98-47ee-bef0-a35c7b92c105 · inbound

How Far Are We from Optimal Reasoning Efficiency? cites this paper.

How Far Are We from Optimal Reasoning Efficiency? Token-Budget-Aware LLM Reasoning

Reference 10

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Observation f0e0a094-6d18-4cf0-8f05-8038e38ef4b4 · inbound

Wait, We Don't Need to "Wait"! Removing Thinking Tokens Improves Reasoning Efficiency cites this paper.

Wait, We Don't Need to "Wait"! Removing Thinking Tokens Improves Reasoning Efficiency Token-Budget-Aware LLM Reasoning

Reference 15

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Observation 9dd393de-95b9-44bd-998c-a464bddb3844 · inbound

Transforming Expert Knowledge into Scalable Ontology via Large Language Models cites this paper.

Transforming Expert Knowledge into Scalable Ontology via Large Language Models Token-Budget-Aware LLM Reasoning

Reference 42

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Observation c883f271-b8c6-46de-be2f-abf7ad3f223f · inbound

Fast on the Easy, Deep on the Hard: Efficient Reasoning via Powered Length Penalty cites this paper.

Fast on the Easy, Deep on the Hard: Efficient Reasoning via Powered Length Penalty Token-Budget-Aware LLM Reasoning

Reference 12

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Observation 35e40b06-a5d3-4890-b711-a2ac6db06e81 · inbound

PREMISE: Scalable and Strategic Prompt Optimization for Efficient Mathematical Reasoning in Large Models cites this paper.

PREMISE: Scalable and Strategic Prompt Optimization for Efficient Mathematical Reasoning in Large Models Token-Budget-Aware LLM Reasoning

Reference 13

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Observation 873ceeaa-86de-45a0-b5d3-2a57b058e0c9 · inbound

QFFT, Question-Free Fine-Tuning for Adaptive Reasoning cites this paper.

QFFT, Question-Free Fine-Tuning for Adaptive Reasoning Token-Budget-Aware LLM Reasoning

Reference 47

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Observation ee06ff28-4fee-4bc0-866e-8c33a1f16f9f · inbound

Steering LLM Thinking with Budget Guidance cites this paper.

Steering LLM Thinking with Budget Guidance Token-Budget-Aware LLM Reasoning

Reference 9

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Observation f3ef6c34-5c71-45c4-b554-dbc7538ef52d · inbound

Optimizing Length Compression in Large Reasoning Models cites this paper.

Optimizing Length Compression in Large Reasoning Models Token-Budget-Aware LLM Reasoning

Reference 31

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Observation d69d9467-76b6-4fd4-b0ca-affd6b5abb56 · inbound

Assembly of Experts: Linear-time construction of the Chimera LLM variants with emergent and adaptable behaviors cites this paper.

Assembly of Experts: Linear-time construction of the Chimera LLM variants with emergent and adaptable behaviors Token-Budget-Aware LLM Reasoning

Reference 19

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Observation 3c7f70ea-0ad3-403a-a856-46924bee4374 · inbound

AdapThink: Adaptive Thinking Preferences for Reasoning Language Model cites this paper.

AdapThink: Adaptive Thinking Preferences for Reasoning Language Model Token-Budget-Aware LLM Reasoning

Reference 4

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Observation 60c79c20-6b7c-400e-b27d-7e8872c995d6 · inbound

AALC: Large Language Model Efficient Reasoning via Adaptive Accuracy-Length Control cites this paper.

AALC: Large Language Model Efficient Reasoning via Adaptive Accuracy-Length Control Token-Budget-Aware LLM Reasoning

Reference 10

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Observation 585537f7-73a5-4327-b89f-827ce3574e73 · inbound

SmartThinker: Learning to Compress and Preserve Reasoning by Step-Level Length Control cites this paper.

SmartThinker: Learning to Compress and Preserve Reasoning by Step-Level Length Control Token-Budget-Aware LLM Reasoning

Reference 13

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Observation c475e668-4e9f-4785-ae17-e9edcca43f50 · inbound

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey cites this paper.

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey Token-Budget-Aware LLM Reasoning

Reference 60

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Observation c2cf8936-1197-459c-ae5c-e25a64c8a1d5 · inbound

REST: Stress Testing Large Reasoning Models by Asking Multiple Problems at Once cites this paper.

REST: Stress Testing Large Reasoning Models by Asking Multiple Problems at Once Token-Budget-Aware LLM Reasoning

Reference 14

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Observation 615c17f0-de06-40d5-aa00-90439ad8af3b · inbound

LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization cites this paper.

LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization Token-Budget-Aware LLM Reasoning

Reference 6

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Observation 70fe9cb9-2239-4724-b644-49d153b27c59 · inbound

Reconsidering Overthinking: Penalizing Internal and External Redundancy in CoT Reasoning cites this paper.

Reconsidering Overthinking: Penalizing Internal and External Redundancy in CoT Reasoning Token-Budget-Aware LLM Reasoning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T05:14:37.116585Z

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Observation f4dabe0e-6496-4127-ad78-5270ca393311 · inbound

Efficient Agents: Building Effective Agents While Reducing Cost cites this paper.

Efficient Agents: Building Effective Agents While Reducing Cost Token-Budget-Aware LLM Reasoning

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:58.293999Z

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Observation 76ff0e3c-d9aa-458a-8fa4-29f1638d5ec2 · inbound

Not All Errors Are Created Equal: ASCoT Addresses Late-Stage Fragility in Efficient LLM Reasoning cites this paper.

Not All Errors Are Created Equal: ASCoT Addresses Late-Stage Fragility in Efficient LLM Reasoning Token-Budget-Aware LLM Reasoning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T23:32:55.017981Z

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Observation 575b0549-953d-40ae-be1c-6af61e157957 · inbound

Think in Blocks: Adaptive Reasoning from Direct Response to Deep Reasoning cites this paper.

Think in Blocks: Adaptive Reasoning from Direct Response to Deep Reasoning Token-Budget-Aware LLM Reasoning

Reference 8

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Observation 5b190463-e31c-4699-bb2f-6f6ce7ad0875 · inbound

BudgetThinker: Empowering Budget-aware LLM Reasoning with Control Tokens cites this paper.

BudgetThinker: Empowering Budget-aware LLM Reasoning with Control Tokens Token-Budget-Aware LLM Reasoning

Reference 13

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Observation ecc59334-1533-424b-b414-6dc69f1eb649 · inbound

MeVe: A Modular System for Memory Verification and Effective Context Control in Language Models cites this paper.

MeVe: A Modular System for Memory Verification and Effective Context Control in Language Models Token-Budget-Aware LLM Reasoning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T12:33:12.614977Z

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Observation 0a35ff92-d386-4271-b415-b192782a7bb6 · inbound

Self-Aligned Reward: Towards Effective and Efficient Reasoners cites this paper.

Self-Aligned Reward: Towards Effective and Efficient Reasoners Token-Budget-Aware LLM Reasoning

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-18T18:31:44.583206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f2280d32-d6de-4364-8194-70dcdf2b1500 · inbound

From Long to Short: LLMs Excel at Trimming Own Reasoning Chains cites this paper.

From Long to Short: LLMs Excel at Trimming Own Reasoning Chains Token-Budget-Aware LLM Reasoning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T00:03:59.031304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74c5f34a-dc50-4e0c-a0ac-75feabe7dd78 · inbound

Early Stopping Chain-of-thoughts in Large Language Models cites this paper.

Early Stopping Chain-of-thoughts in Large Language Models Token-Budget-Aware LLM Reasoning

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-21T22:34:24.080888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c5083055-2135-49f9-8343-dd48e94f9a03 · inbound

Retrieval-of-Thought: Efficient Reasoning via Reusing Thoughts cites this paper.

Retrieval-of-Thought: Efficient Reasoning via Reusing Thoughts Token-Budget-Aware LLM Reasoning

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-18T13:42:38.612884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f06b8187-d3a0-41c8-8bc8-8f240e9587b2 · inbound

Probing the Difficulty Perception Mechanism of Large Language Models cites this paper.

Probing the Difficulty Perception Mechanism of Large Language Models Token-Budget-Aware LLM Reasoning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T11:17:47.512646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4790b7b2-92dd-436f-8289-77407f3fb722 · inbound

MixReasoning: Switching Modes to Think cites this paper.

MixReasoning: Switching Modes to Think Token-Budget-Aware LLM Reasoning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T11:16:35.932082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 785552d9-d00a-442b-87bc-b137ca331316 · inbound

Are Large Reasoning Models Interruptible? cites this paper.

Are Large Reasoning Models Interruptible? Token-Budget-Aware LLM Reasoning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T10:07:52.030871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17e915b8-3617-45f6-82f4-77d71c56cba9 · inbound

Attention Illuminates LLM Reasoning: The Preplan-and-Anchor Rhythm Enables Fine-Grained Policy Optimization cites this paper.

Attention Illuminates LLM Reasoning: The Preplan-and-Anchor Rhythm Enables Fine-Grained Policy Optimization Token-Budget-Aware LLM Reasoning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T09:48:05.461721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9398dd26-2e03-441e-bcc6-c148b007135f · inbound

LightThinker++: From Reasoning Compression to Memory Management cites this paper.

LightThinker++: From Reasoning Compression to Memory Management Token-Budget-Aware LLM Reasoning

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-13T17:28:01.736040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c544a693-897e-47f7-9b49-f737484c0d0e · inbound

Tokalator: A Context Engineering Toolkit for Artificial Intelligence Coding Assistants cites this paper.

Tokalator: A Context Engineering Toolkit for Artificial Intelligence Coding Assistants Token-Budget-Aware LLM Reasoning

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:36:03.100988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 489bc3b8-b8d5-461f-993c-b59c65d45a3e · inbound

Thinking with Reasoning Skills: Fewer Tokens, More Accuracy cites this paper.

Thinking with Reasoning Skills: Fewer Tokens, More Accuracy Token-Budget-Aware LLM Reasoning

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-11T14:21:05.486012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3448a3a1-9e58-470d-bdd8-02a32e2c6310 · inbound

Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost cites this paper.

Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost Token-Budget-Aware LLM Reasoning

Reference 107

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:06:09.694109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bb4be479-a915-49f2-9749-b27459d89a34 · inbound

How Much Thinking is Enough? Quantifying and Understanding Redundancy in LLM Reasoning cites this paper.

How Much Thinking is Enough? Quantifying and Understanding Redundancy in LLM Reasoning Token-Budget-Aware LLM Reasoning

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-05T10:20:57.245956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 96e41e81-cee8-43e2-b53c-cdf18e815c7d · inbound

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems cites this paper.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Token-Budget-Aware LLM Reasoning

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-07-01T23:06:19.913499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c198a0b8-5222-44d2-8f2b-cdc8fb632dae · inbound

Trading Human Curation for Synthetic Augmentation in RLVR cites this paper.

Trading Human Curation for Synthetic Augmentation in RLVR Token-Budget-Aware LLM Reasoning

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-02T02:16:26.165015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 92034f9a-0ee2-46cc-8bf0-58c84efce28c · inbound

Trading Human Curation for Synthetic Augmentation in RLVR cites this paper.

Trading Human Curation for Synthetic Augmentation in RLVR Token-Budget-Aware LLM Reasoning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-12T15:15:09.675778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f36adc2b-1063-4ce1-8fca-72fb5ca73843 · inbound

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes cites this paper.

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes Token-Budget-Aware LLM Reasoning

Reference 87

Resolution: verified exact; arxiv_id, observed 2026-06-27T13:00:56.100497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation af5b25d8-e108-4bfa-943f-ba7393292de7 · inbound

Token-Operations-Oriented Inference Optimization Techniques for Large Models cites this paper.

Token-Operations-Oriented Inference Optimization Techniques for Large Models Token-Budget-Aware LLM Reasoning

Reference 86

Resolution: verified exact; arxiv_id, observed 2026-07-04T05:09:36.784862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation afebed7d-1074-402b-8971-541e6cb0e5d6 · inbound

Token-Operations-Oriented Inference Optimization Techniques for Large Models cites this paper.

Token-Operations-Oriented Inference Optimization Techniques for Large Models Token-Budget-Aware LLM Reasoning

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-02T10:49:07.509981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd436bc6-7353-42b2-b8d9-bb136eb24bca · inbound

The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI cites this paper.

The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI Token-Budget-Aware LLM Reasoning

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-07-09T23:26:36.852196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 185ddfd7-3a8f-492b-9edb-d4419c5e6c9e · inbound

LISA: Linear-Indexed Sparse Attention for Efficient Long-Context Reasoning cites this paper.

LISA: Linear-Indexed Sparse Attention for Efficient Long-Context Reasoning Token-Budget-Aware LLM Reasoning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T12:48:48.262765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97431252-ebbd-4e88-9404-d83728c25342 · inbound

PACE: Adaptive Budget Allocation for Time-Efficient Embodied Planning cites this paper.

PACE: Adaptive Budget Allocation for Time-Efficient Embodied Planning Token-Budget-Aware LLM Reasoning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T14:58:10.735890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ffd88c9-8457-48b3-bd33-cca9bd3daf2b · inbound

Thinking Hard, Not Smart: Reasoning Models Fail to Ration Test-Time Compute Across Questions cites this paper.

Thinking Hard, Not Smart: Reasoning Models Fail to Ration Test-Time Compute Across Questions Token-Budget-Aware LLM Reasoning

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-12T00:41:01.751553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad8b063d-76dc-49e6-a4f9-60064abadfe2 · inbound

Towards Efficient Reasoning in LLM-Based Recommender Systems via Model Merging cites this paper.

Towards Efficient Reasoning in LLM-Based Recommender Systems via Model Merging Token-Budget-Aware LLM Reasoning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T14:24:17.016114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers