University of California, San Diego（加州大学圣迭戈分校）

2510.09038 2025-10-13 cs.AI cs.CL cs.CV cs.CY cs.LG

Auto-scaling Continuous Memory for GUI Agent

Wenyi Wu, Kun Zhou, Ruoxin Yuan, Vivian Yu, Stephen Wang, Zhiting Hu, Biwei Huang

机构 * University of California, San Diego（加州大学圣地亚哥分校）； Fudan University（复旦大学）； Abel AI

2510.08964 2025-10-13 cs.CV cs.CL

Unleashing Perception-Time Scaling to Multimodal Reasoning Models

Yifan Li, Zhenghao Chen, Ziheng Wu, Kun Zhou, Ruipu Luo, Can Zhang, Zhentao He, Yufei Zhan, Wayne Xin Zhao, Minghui Qiu

机构 * Gaoling School of Artificial Intelligence, Renmin University of China（中国人民大学北京校区人工智能学院）； Beijing Key Laboratory of Research on Large Models and Intelligent Governance（北京大模型与智能治理重点实验室）； ByteDance（字节跳动）； University of California, San Diego（加州大学圣地亚哥分校）； Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所）

2510.08858 2025-10-13 cs.LG cs.CV

Sparse components distinguish visual pathways & their alignment to neural networks

Ammar I Marvi, Nancy G Kanwisher, Meenakshi Khosla

机构 * MIT（麻省理工学院）； UCSD（加州大学圣迭戈分校）

2510.08596 2025-10-13 cs.CL

Confidence, Not Perplexity: A Better Metric for the Creative Era of LLMs

V. S. Raghu Parupudi

机构 * University of California, San Diego（加州大学圣地亚哥分校）

Comments Submitted to AACL-IJCNLP 2025 (Eval4NLP)

2510.08595 2025-10-13 cs.CL

Systematic Diagnosis of Brittle Reasoning in Large Language Models

V. S. Raghu Parupudi

机构 * University of California, San Diego（加州大学圣地亚哥分校）

Comments Submitted to NEURIPS-2025 MATHAI workshop