多模态大模型

Multi-Agent Multimodal Large Language Model Framework for Automated Interpretation of Fuel Efficiency Analytics in Public Transportation

Zhipeng Ma, Ali Rida Bahja, Andreas Burgdorf, André Pomp, Tobias Meisen, Bo Nørregaard Jørgensen, Zheng Grace Ma

专题命中 多模态Agent ：multimodal(title,abstract)；分类 cs.AI

Journal ref Applied Sciences, 2025, 15(21), 11619

MMWOZ: Building Multimodal Agent for Task-oriented Dialogue

Pu-Hai Yang, Heyan Huang, Heng-Da Xu, Fanshu Sun, Xian-Ling Mao, Chaoxu Mu

机构 * School of Artificial Intelligence, Anhui University, Hefei, China（人工智能学院，安徽大学，合肥，中国） ； School of Computer Science（计算机科学学院） ； School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China（计算机科学与技术学院，北京理工大学，北京，中国） 纠错

专题命中 多模态Agent ：multimodal(title,abstract)；分类 cs.CL

T^2Agent A Tool-augmented Multimodal Misinformation Detection Agent with Monte Carlo Tree Search

Xing Cui, Yueying Zou, Zekun Li, Peipei Li, Xinyuan Xu, Xuannan Liu, Huaibo Huang

专题命中 多模态Agent ：multimodal(title,abstract)；分类 cs.CL

Comments accepted by AAAI 2026 (Oral)

Concept-RuleNet: Grounded Multi-Agent Neurosymbolic Reasoning in Vision Language Models

Sanchit Sinha, Guangzhi Xiong, Zhenghao He, Aidong Zhang

专题命中 多模态Agent ：multimodal(abstract)；分类 cs.CV、cs.AI

Comments AAAI 2026 (oral)

Look Before You Leap: A GUI-Critic-R1 Model for Pre-Operative Error Diagnosis in GUI Automation

Yuyang Wanyan, Xi Zhang, Haiyang Xu, Haowei Liu, Junyang Wang, Jiabo Ye, Yutong Kou, Ming Yan, Fei Huang, Xiaoshan Yang, Weiming Dong, Changsheng Xu

机构 * MAIS, Institute of Automation, Chinese Academy of Sciences, China（自动化研究所，中国科学院，中国） ； School of Artificial Intelligence, University of Chinese Academy of Sciences, China（中国科学院大学人工智能学院，中国） ； Alibaba Group（阿里巴巴集团） 纠错

专题命中 多模态Agent ：multimodal(abstract)；分类 cs.AI

SoK: How Sensor Attacks Disrupt Autonomous Vehicles: An End-to-end Analysis, Challenges, and Missed Threats

Qingzhao Zhang, Shaocheng Luo, Z. Morley Mao, Miroslav Pajic, Michael K. Reiter

专题命中 多模态Agent ：multi-modal(abstract)

LLM-Powered GUI Agents in Phone Automation: Surveying Progress and Prospects

Guangyi Liu, Pengxiang Zhao, Yaozhen Liang, Liang Liu, Yaxuan Guo, Han Xiao, Weifeng Lin, Yuxiang Chai, Yue Han, Shuai Ren, Hao Wang, Xiaoyu Liang, WenHao Wang, Tianze Wu, Zhengxi Lu, Siheng Chen, LiLinghao, Hao Wang, Guanjing Xiong, Yong Liu, Hongsheng Li

专题命中 多模态Agent ：multimodal(abstract)

Comments Paper accepted to TMLR 2025, Project Homepage: https://github.com/PhoneLLM/Awesome-LLM-Powered-Phone-GUI-Agents