大模型推理能力

Controllable Hybrid Captioner for Improved Long-form Video Understanding

Kuleen Sasse, Efsun Sarioglu Kayi, Arun Reddy

机构 * Johns Hopkins University Applied Physics Laboratory（约翰霍普金斯大学应用物理实验室） 纠错

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

VideoCAD: A Dataset and Model for Learning Long-Horizon 3D CAD UI Interactions from Video

Brandon Man, Ghadi Nehme, Md Ferdous Alam, Faez Ahmed

机构 * Massachusetts Institute of Technology（麻省理工学院） 纠错

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

Node-Based Editing for Multimodal Generation of Text, Audio, Image, and Video

Alexander Htet Kyaw, Lenin Ravindranath Sivalingam

机构 * Massachusetts Institute of Technology（麻省理工学院） ； Microsoft Research（微软研究院） 纠错

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

Comments Accepted to NeurIPS 2025, Conference on Neural Information Processing Systems, Workshop on Generative and Protective AI for Content Creation

Oitijjo-3D: Generative AI Framework for Rapid 3D Heritage Reconstruction from Street View Imagery

Momen Khandoker Ope, Akif Islam, Mohd Ruhul Ameen, Abu Saleh Musa Miah, Md Rashedul Islam, Jungpil Shin

机构 * University of Rajshahi（拉贾沙希大学） ； Marshall University（马歇尔大学） ； University of Aizu（御所大学） ； University of Asia Pacific（亚洲太平洋大学） 纠错

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

Comments 6 Pages, 4 figures, 2 Tables, Submitted to ICECTE 2026

VLM6D: VLM based 6Dof Pose Estimation based on RGB-D Images

Md Selim Sarowar, Sungho Kim

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

Comments This paper has been accepted to IEIE( The Institute Of Electronics and Information Engineering, South Korea) Fall,2025 Conference

The cell as a token: high-dimensional geometry in language models and cell embeddings

William Gilpin

机构 * Department of Physics, The University of Texas at Austin, Austin, Texas 78712, USA（德克萨斯大学奥斯汀分校物理系） 纠错

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

Comments 4 pages, 2 figures

Journal ref Bioinformatics (2025)

VRoPE: Rotary Position Embedding for Video Large Language Models

Zikang Liu, Longteng Guo, Yepeng Tang, Tongtian Yue, Junxian Cai, Kai Ma, Qingbin Liu, Xi Chen, Jing Liu

机构 * Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所） ； School of Artificial Intelligence, University of Chinese Academy of Sciences（中国科学院大学人工智能学院） ； School of Computer Science and Technology, Beijing Jiaotong University（北京交通大学计算机科学与技术学院） ； Basic Algorithm Center, Tencent（腾讯基础算法中心） 纠错

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

Comments EMNLP 2025 Main Camera Ready

ALDEN: Reinforcement Learning for Active Navigation and Evidence Gathering in Long Documents

Tianyu Yang, Terry Ruas, Yijun Tian, Jan Philip Wahle, Daniel Kurzawe, Bela Gipp

机构 * University of Göttingen（戈丁根大学） ； University of Notre Dame（诺特大学） ； State and University Library of Göttingen（戈丁根州立大学图书馆） 纠错

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

Autonomous 3D Exploration in Large-Scale Environments with Dynamic Obstacles

Emil Wiman, Ludvig Widén, Mattias Tiger, Fredrik Heintz

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

Comments 6 pages, 6 figures

Journal ref 2024 IEEE International Conference on Robotics and Automation (ICRA), Yokohama, Japan, 2024, pp. 2389-2395,

TraveLLM: Could you plan my new public transit route in face of a network disruption?

Bowen Fang, Zixiao Yang, Xuan Di

机构 * Department of Industrial Engineering and Operations Research, Columbia University（工业工程与运营管理系，哥伦比亚大学） ； Department of Civil Engineering and Engineering Mechanics, Columbia University（土木工程与工程力学系，哥伦比亚大学） ； Data Science Institute, Columbia University（数据科学研究院，哥伦比亚大学） 纠错

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

Comments Accepted to ITSC 2025

Game-TARS: Pretrained Foundation Models for Scalable Generalist Multimodal Game Agents

Zihao Wang, Xujing Li, Yining Ye, Junjie Fang, Haoming Wang, Longxiang Liu, Shihao Liang, Junting Lu, Zhiyong Wu, Jiazhan Feng, Wanjun Zhong, Zili Li, Yu Wang, Yu Miao, Bo Zhou, Yuanfan Li, Hao Wang, Zhongkai Zhao, Faming Wu, Zhengxuan Jiang, Weihao Tan, Heyuan Yao, Shi Yan, Xiangyang Li, Yitao Liang, Yujia Qin, Guang Shi

机构 * Bytedance Seed（字节跳动种子） 纠错

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

HyPerNav: Hybrid Perception for Object-Oriented Navigation in Unknown Environment

Zecheng Yin, Hao Zhao, Zhen Li

机构 * Future Network of Intelligence Institute(Shenzhen)（智能未来网络研究所（深圳）） ； Tsinghua University（清华大学） ； The Chinese University of Hongkong(Shenzhen)（香港大学（深圳）） 纠错

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

Comments under review

Evaluating ChatGPT's Performance in Classifying Pneumonia from Chest X-Ray Images

Pragna Prahallad, Pranathi Prahallad

机构 * Emerald High School（埃默尔德高中） 纠错

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

Sketch2BIM: A Multi-Agent Human-AI Collaborative Pipeline to Convert Hand-Drawn Floor Plans to 3D BIM

Abir Khan Ratul, Sanjay Acharjee, Somin Park, Md Nazmus Sakib

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

VT-FSL: Bridging Vision and Text with LLMs for Few-Shot Learning

Wenhao Li, Qiangchang Wang, Xianjing Meng, Zhibin Wu, Yilong Yin

机构 * School of Software, Shandong University（山东大学软件学院） ； Shenzhen Loop Area Institute（深圳河套学院） ； School of Computing and Artificial Intelligence, Shandong University of Finance and Economics（山东财经大学计算机与人工智能学院） 纠错

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

Comments Accepted by NeurIPS 2025

CLiVR: Conversational Learning System in Virtual Reality with AI-Powered Patients

Akilan Amithasagaran, Sagnik Dakshit, Bhavani Suryadevara, Lindsey Stockton

机构 * The University of Texas at Tyler（德克萨斯理工大学） 纠错

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

Multi-Agent Design Assistant for the Simulation of Inertial Fusion Energy

Meir H. Shachar, Dane M. Sterbentz, Harshitha Menon, Charles F. Jekel, M. Giselle Fernández-Godino, Nathan K. Brown, Ismael D. Boureima, Yue Hao, Kevin Korner, Robert Rieben, Daniel A. White, William J. Schill, Jonathan L. Belof

机构 * Sandia National Laboratories（桑迪亚国家实验室） ； Los Alamos National Laboratory（洛斯阿拉莫斯国家实验室） 纠错

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

Comments Corrected the author's list metadata to match that found in the paper

WikiVideo: Article Generation from Multiple Videos

Alexander Martin, Reno Kriz, William Gantt Walden, Kate Sanders, Hannah Recknor, Eugene Yang, Francis Ferraro, Benjamin Van Durme

机构 * Johns Hopkins University（约翰霍普金斯大学） ； Human Language Technology Center of Excellence（人机语言技术卓越中心） ； University of Maryland Baltimore County（马里兰大学巴尔的摩县分校） 纠错

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

Comments Repo can be found here: https://github.com/alexmartin1722/wikivideo

GACO-CAD: Geometry-Augmented and Conciseness-Optimized CAD Model Generation from Single Image

Yinghui Wang, Xinyu Zhang, Peng Du

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

ZeST: an LLM-based Zero-Shot Traversability Navigation for Unknown Environments

Shreya Gummadi, Mateus V. Gasparino, Gianluca Capezzuto, Marcelo Becker, Girish Chowdhary

机构 * Field Robotics Engineering and Science Hub (FRESH), Illinois Autonomous Farm, University of Illinois at Urbana-Champaign (UIUC), IL（伊利诺伊大学厄巴纳-香槟分校） ； Mobile Robotics Group, São Carlos School of Engineering, University of São Paulo (EESC-USP), São Carlos, SP, Brazil（圣保罗大学） 纠错

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

Shakti-VLMs: Scalable Vision-Language Models for Enterprise AI

Syed Abdul Gaffar Shakhadri, Kruthika KR, Kartik Basavaraj Angadi

机构 * SandLogic Technologies Pvt Ltd（沙德逻辑技术 Pvt Ltd） 纠错

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

Beyond CNNs: Efficient Fine-Tuning of Multi-Modal LLMs for Object Detection on Low-Data Regimes

Nirmal Elamon, Rouzbeh Davoudi

机构 * Artificial Creative intelligence (ACI)（人工创意智能（ACI）） ； Expedia Group（Expedia集团） 纠错

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

Nav-EE: Navigation-Guided Early Exiting for Efficient Vision-Language Models in Autonomous Driving

Haibo Hu, Lianming Huang, Xinyu Wang, Yufei Cui, Shangyu Wu, Nan Guan, Chun Jason Xue

机构 * Department of Computer Science, City University of Hong Kong（香港城市大学计算机科学系） ； Department of Computer Science, McGill University（麦吉尔大学计算机科学系） ； Department of Computer Science, Mohamed bin Zayed University of Artificial Intelligence（马尔代夫穆罕默德· bin·扎耶德人工智能大学计算机科学系） 纠错

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

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/

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

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）） 纠错

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

Trajectory Prediction Meets Large Language Models: A Survey

Yi Xu, Ruining Yang, Yitian Zhang, Jianglin Lu, Mingyuan Zhang, Yizhou Wang, Lili Su, Yun Fu

机构 * Department of Electrical and Computer Engineering, Northeastern University（电气与计算机工程系，东北大学） 纠错

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

Comments 16 pages, GitHub: https://github.com/colorfulfuture/Awesome-Trajectory-Motion-Prediction-Papers

A Lightweight Large Language Model-Based Multi-Agent System for 2D Frame Structural Analysis

Ziheng Geng, Jiachen Liu, Ran Cao, Lu Cheng, Haifeng Wang, Minghui Cheng

机构 * Department of Civil and Architectural Engineering, University of Miami（迈阿密大学土木与建筑工程系） ； Department of Electrical and Computer Engineering, University of Miami（迈阿密大学电气与计算机工程系） ； College of Civil Engineering, Hunan University（湖南大学土木学院） ； Department of Computer Science, University of Illinois Chicago（伊利诺伊大学芝加哥分校计算机科学系） ； Department of Civil and Environmental Engineering, Washington State University（华盛顿州立大学土木与环境工程系） ； School of Architecture, University of Miami（迈阿密大学建筑学院） 纠错

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

Automatic Building Code Review: A Case Study

Hanlong Wan, Weili Xu, Michael Rosenberg, Jian Zhang, Aysha Siddika

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

CAT: Curvature-Adaptive Transformers for Geometry-Aware Learning

Ryan Y. Lin, Siddhartha Ojha, Nicholas Bai

机构 * Division of Engineering and Applied Science（工程与应用科学系） ； California Institute of Technology（加州理工学院） 纠错

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