AI 大模型

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大模型数学、逻辑、规划、多步推理和测试时计算能力。

2025-09-25 至 2025-09-25 共收录 4 篇信号源：cs.CL, cs.AI, cs.LG

1. 测试时计算 4 篇

2509.19681 2025-09-25 cs.AI 88%

Calibrated Reasoning: An Explanatory Verifier for Dynamic and Efficient Problem-Solving

Anisha Garg, Engin Tekin, Yash More, David Bick, Nishit Neema, Ganesh Venkatesh

机构 * Applied AI Research, Cerebras（应用人工智能研究，Cerebras）

专题命中测试时计算：reasoning(title,abstract)；verifier(title,abstract)；分类 cs.AI

Comments 39th Conference on Neural Information Processing Systems (NeurIPS 2025) Workshop: Efficient Reasoning

2509.19676 2025-09-25 cs.SD cs.AI cs.LG eess.AS 62%

Thinking While Listening: Simple Test Time Scaling For Audio Classification

Prateek Verma, Mert Pilanci

机构 * Department of Electrical Engineering Stanford University Stanford, CA 94305, USA（电气工程系斯坦福大学）

专题命中测试时计算：reasoning(abstract)；分类 cs.AI、cs.LG

Comments 6 pages, 3 figures, 2 Tables, ICASSP 2026

2509.20196 2025-09-25 cs.CV cs.LG 57%

Universal Camouflage Attack on Vision-Language Models for Autonomous Driving

Dehong Kong, Sifan Yu, Siyuan Liang, Jiawei Liang, Jianhou Gan, Aishan Liu, Wenqi Ren

机构 * School of Cyber Science and Technology, SUN YAT-SEN UNIVERSITY（中山大学计算机科学与技术学院）； School of Computing, National University of Singapore（新加坡国立大学计算机学院）； Key Laboratory of Education Informatization for Nationalities, Yunnan Normal University（云南师范大学民族教育信息化重点实验室）； SCSE, Beihang University（北航软件学院）

专题命中测试时计算：reasoning(abstract)；分类 cs.LG

2509.11686 2025-09-25 cs.SE cs.AI 57%

Do Code Semantics Help? A Comprehensive Study on Execution Trace-Based Information for Code Large Language Models

Jian Wang, Xiaofei Xie, Qiang Hu, Shangqing Liu, Yi Li

机构 * Singapore Management University（新加坡国立管理学院）； Nanyang Technological University（南洋理工大学）； Tianjin University（天津大学）； State Key Laboratory for Novel Software Technology（新型软件技术国家重点实验室）

专题命中测试时计算：reasoning(abstract)；分类 cs.AI

Comments EMNLP2025-findings https://openreview.net/forum?id=d4ICISW2T4