多模态大模型

Agent-Omni: Test-Time Multimodal Reasoning via Model Coordination for Understanding Anything

Huawei Lin, Yunzhi Shi, Tong Geng, Weijie Zhao, Wei Wang, Ravender Pal Singh

机构 * Amazon（亚马逊公司） ； Rochester Institute of Technology（罗切斯特理工学院） ； University of Rochester（罗切斯特大学） 纠错

专题命中 多模态Agent ：multimodal(title,abstract)；cross-modal(abstract)；分类 cs.CL、cs.AI

Comments 16 pages, 7 figures, 14 tables. Under Review

TAMO: Fine-Grained Root Cause Analysis via Tool-Assisted LLM Agent with Multi-Modality Observation Data in Cloud-Native Systems

Xiao Zhang, Qi Wang, Mingyi Li, Yuan Yuan, Mengbai Xiao, Fuzhen Zhuang, Dongxiao Yu

机构 * School of Computer Science and Technology, Shandong University（山东大学计算机科学与技术学院） ； Institute of Artificial Intelligence, Beihang University（北京航空航天大学人工智能研究院） 纠错

专题命中 多模态Agent ：multi-modal(abstract)；cross-modal(abstract)；分类 cs.AI

Reinforcement Learning Foundations for Deep Research Systems: A Survey

Wenjun Li, Zhi Chen, Jingru Lin, Hannan Cao, Wei Han, Sheng Liang, Zhi Zhang, Kuicai Dong, Dexun Li, Chen Zhang, Yong Liu

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

Comments 39 pages, second version

GDS Agent for Graph Algorithmic Reasoning

Borun Shi, Ioannis Panagiotas

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

Comments Technical report

Personalized Transcranial Electrical Stimulation: A Review of Computational Modeling and Optimization

Mo Wang, Kexin Zheng, Yingyue Xin, Xiang Chen, Yiling Liu, Huichun Luo, Jingsheng Tang, Tifei Yuan, Hongkai Wen, Pengfei Wei, Quanying Liu

专题命中 多模态Agent ：multimodal(abstract)

Individualizing Glioma Radiotherapy Planning by Optimization of Data and Physics-Informed Discrete Loss

Michal Balcerak, Jonas Weidner, Petr Karnakov, Ivan Ezhov, Sergey Litvinov, Petros Koumoutsakos, Tamaz Amiranashvili, Ray Zirui Zhang, John S. Lowengrub, Bene Wiestler, Bjoern Menze

专题命中 多模态Agent ：multi-modal(abstract)

Comments Accepted for publication in Nature Communications (DOI: 10.1038/s41467-025-60366-4)