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2025-10-10 至 2025-10-10 共收录 6 篇信号源：cs.CL, cs.AI, cs.LG

1. 视觉空间推理 6 篇

2510.08157 2025-10-10 cs.CV 89%

Beyond Textual CoT: Interleaved Text-Image Chains with Deep Confidence Reasoning for Image Editing

Zhentao Zou, Zhengrong Yue, Kunpeng Du, Binlei Bao, Hanting Li, Haizhen Xie, Guozheng Xu, Yue Zhou, Yali Wang, Jie Hu, Xue Jiang, Xinghao Chen

机构 * Shanghai Jiaotong University（上海交通大学）； Huawei Noah’s Ark Lab（华为诺亚实验室）； East China Normal University（华东师范大学）； Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences（深圳先进技术研究院，中国科学院）

专题命中视觉空间推理：reasoning(title,abstract)；CoT(title,abstract)；chain-of-thought(abstract)

Comments 25pages,20figures

2510.08531 2025-10-10 cs.CV cs.AI cs.CL 81%

SpatialLadder: Progressive Training for Spatial Reasoning in Vision-Language Models

Hongxing Li, Dingming Li, Zixuan Wang, Yuchen Yan, Hang Wu, Wenqi Zhang, Yongliang Shen, Weiming Lu, Jun Xiao, Yueting Zhuang

机构 * Zhejiang University（浙江大学）

专题命中视觉空间推理：reasoning(title,abstract)；分类 cs.CL、cs.AI

Comments Project Page: https://zju-real.github.io/SpatialLadder/ Code: https://github.com/ZJU-REAL/SpatialLadder

2510.08510 2025-10-10 cs.CV cs.AI cs.CL 62%

To Sink or Not to Sink: Visual Information Pathways in Large Vision-Language Models

Jiayun Luo, Wan-Cyuan Fan, Lyuyang Wang, Xiangteng He, Tanzila Rahman, Purang Abolmaesumi, Leonid Sigal

机构 * University of British Columbia（不列颠哥伦比亚大学）； Vector Institute for AI（人工智能矢量研究所）

专题命中视觉空间推理：reasoning(abstract)；分类 cs.CL、cs.AI

Comments Preprint. Project page: https://davidhalladay.github.io/diysink_demo

2506.08011 2025-10-10 cs.CV cs.CL 57%

Play to Generalize: Learning to Reason Through Game Play

Yunfei Xie, Yinsong Ma, Shiyi Lan, Alan Yuille, Junfei Xiao, Chen Wei

专题命中视觉空间推理：reasoning(abstract)；分类 cs.CL

Comments Project Page: https://yunfeixie233.github.io/ViGaL/

2510.07988 2025-10-10 cs.AI 57%

ReInAgent: A Context-Aware GUI Agent Enabling Human-in-the-Loop Mobile Task Navigation

Haitao Jia, Ming He, Zimo Yin, Likang Wu, Jianping Fan, Jitao Sang

专题命中视觉空间推理：planning(abstract)；分类 cs.AI

2510.07825 2025-10-10 cs.AI 57%

An LLM-Powered Cooperative Framework for Large-Scale Multi-Vehicle Navigation

Yuping Zhou, Siqi Lai, Jindong Han, Hao Liu

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港科学与技术大学（广州））

专题命中视觉空间推理：reasoning(abstract)；分类 cs.AI