Cover Image

Efficient Test-Time Scaling via Temporal Reasoning Aggregation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Jiakun, He, Xingwei, Li, Kefan, Chai, Hongzheng, Yu, Hongyue, Yuan, Yuan
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

CoCoEvo: Co-Evolution of Programs and Test Cases to Enhance Code Generation
by: Li, Kefan, et al.
Published: (2025)

Large Language Models as Test Case Generators: Performance Evaluation and Enhancement
by: Li, Kefan, et al.
Published: (2024)

LIMOPro: Reasoning Refinement for Efficient and Effective Test-time Scaling
by: Xiao, Yang, et al.
Published: (2025)

MatryoshkaThinking: Recursive Test-Time Scaling Enables Efficient Reasoning
by: Chen, Hongwei, et al.
Published: (2025)

Scaling Up, Speeding Up: A Benchmark of Speculative Decoding for Efficient LLM Test-Time Scaling
by: Sun, Shengyin, et al.
Published: (2025)

Beyond Model Scaling: Test-Time Intervention for Efficient Deep Reasoning
by: Wang, Qianyue, et al.
Published: (2026)

Every Rollout Counts: Optimal Resource Allocation for Efficient Test-Time Scaling
by: Wang, Xinglin, et al.
Published: (2025)

OpenDeepThink: Parallel Reasoning via Bradley-Terry Aggregation
by: Zhou, Shang, et al.
Published: (2026)

Parallel Test-Time Scaling for Latent Reasoning Models
by: You, Runyang, et al.
Published: (2025)

Entropy-Gated Branching for Efficient Test-Time Reasoning
by: Li, Xianzhi, et al.
Published: (2025)

PhysMem: Scaling Test-Time Memory for Embodied Physical Reasoning
by: Li, Haoyang, et al.
Published: (2026)

TrimR: Verifier-based Training-Free Thinking Compression for Efficient Test-Time Scaling
by: Lin, Weizhe, et al.
Published: (2025)

TMAS: Scaling Test-Time Compute via Multi-Agent Synergy
by: Wu, George, et al.
Published: (2026)

Scaling over Scaling: Exploring Test-Time Scaling Plateau in Large Reasoning Models
by: Wang, Jian, et al.
Published: (2025)

Pushing Test-Time Scaling Limits of Deep Search with Asymmetric Verification
by: Zeng, Weihao, et al.
Published: (2025)

Joint Consistency: A Unified Test-Time Aggregation Framework via Energy Minimization
by: Yao, Yunzhen, et al.
Published: (2026)

Mitigating Strategy-Selection Bias in Reasoning for More Effective Test-Time Scaling
by: Wu, Zongqian, et al.
Published: (2025)

Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment
by: Li, Cheryl, et al.
Published: (2025)

Efficient Test-Time Scaling via Self-Calibration
by: Huang, Chengsong, et al.
Published: (2025)

Guided by Gut: Efficient Test-Time Scaling with Reinforced Intrinsic Confidence
by: Ghasemabadi, Amirhosein, et al.
Published: (2025)

Falcon-H1R: Pushing the Reasoning Frontiers with a Hybrid Model for Efficient Test-Time Scaling
by: Falcon LLM Team, et al.
Published: (2026)

Efficient Cross-Architecture Knowledge Transfer for Large-Scale Online User Response Prediction
by: Wu, Yucheng, et al.
Published: (2026)

DyGMamba: Efficiently Modeling Long-Term Temporal Dependency on Continuous-Time Dynamic Graphs with State Space Models
by: Ding, Zifeng, et al.
Published: (2024)

ARISE: An Adaptive Resolution-Aware Metric for Test-Time Scaling Evaluation in Large Reasoning Models
by: Yin, Zhangyue, et al.
Published: (2025)

Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification
by: Wan, Yuxuan, et al.
Published: (2026)

When to Vote, When to Rewrite: Disagreement-Guided Strategy Routing for Test-Time Scaling
by: Lin, Zhimin, et al.
Published: (2026)

Bridging the Reasoning Gap in Vietnamese with Small Language Models via Test-Time Scaling
by: Trung, Bui The, et al.
Published: (2026)

Crosslingual Reasoning through Test-Time Scaling
by: Yong, Zheng-Xin, et al.
Published: (2025)

Adaptive Reasoning Executor: A Collaborative Agent System for Efficient Reasoning
by: Ling, Zehui, et al.
Published: (2025)

Harmonizing Real-Time Constraints and Long-Horizon Reasoning: An Asynchronous Agentic Framework for Dynamic Scheduling
by: Cao, Shijie, et al.
Published: (2026)

Timely Machine: Awareness of Time Makes Test-Time Scaling Agentic
by: Ma, Yichuan, et al.
Published: (2026)

ScaleRTL: Scaling LLMs with Reasoning Data and Test-Time Compute for Accurate RTL Code Generation
by: Deng, Chenhui, et al.
Published: (2025)

Promoting Efficient Reasoning with Verifiable Stepwise Reward
by: Yue, Chuhuai, et al.
Published: (2025)

SpanGNN: Towards Memory-Efficient Graph Neural Networks via Spanning Subgraph Training
by: Gu, Xizhi, et al.
Published: (2024)

Logical Reasoning with Outcome Reward Models for Test-Time Scaling
by: Thatikonda, Ramya Keerthy, et al.
Published: (2025)

Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning
by: Wang, Ziyang, et al.
Published: (2025)

Local Success Does Not Compose: Benchmarking Large Language Models for Compositional Formal Verification
by: Xu, Xu, et al.
Published: (2025)

TimeFlow: Towards Stochastic-Aware and Efficient Time Series Generation via Flow Matching Modeling
by: Panjing, He, et al.
Published: (2025)

S*: Test Time Scaling for Code Generation
by: Li, Dacheng, et al.
Published: (2025)

Generating Symbolic World Models via Test-time Scaling of Large Language Models
by: Yu, Zhouliang, et al.
Published: (2025)