多模态大模型

JPRO: Automated Multimodal Jailbreaking via Multi-Agent Collaboration Framework

Yuxuan Zhou, Yang Bai, Kuofeng Gao, Tao Dai, Shu-Tao Xia

专题命中 多模态Agent ：multimodal(title,abstract)

Integrating Epigenetic and Phenotypic Features for Biological Age Estimation in Cancer Patients via Multimodal Learning

Shuyue Jiang, Wenjing Ma, Shaojun Yu, Chang Su, Runze Yan, Jiaying Lu

专题命中 多模态Agent ：multimodal(title,abstract)

Journal ref In Proceedings of The 19th IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2025)

MobA: Multifaceted Memory-Enhanced Adaptive Planning for Efficient Mobile Task Automation

Zichen Zhu, Hao Tang, Yansi Li, Dingye Liu, Hongshen Xu, Kunyao Lan, Danyang Zhang, Yixuan Jiang, Hao Zhou, Chenrun Wang, Situo Zhang, Liangtai Sun, Yixiao Wang, Yuheng Sun, Lu Chen, Kai Yu

机构 * Shanghai Jiao Tong University（上海交通大学） 纠错

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

Comments NAACL 2025 Demo Track [code] https://github.com/OpenDFM/MobA [dataset] https://huggingface.co/datasets/OpenDFM/MobA-MobBench

AUTO-Explorer: Automated Data Collection for GUI Agent

Xiangwu Guo, Difei Gao, Mike Zheng Shou

机构 * Show Lab, National University of Singapore（新加坡国立大学展示实验室） 纠错

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

Adaptive Agent Selection and Interaction Network for Image-to-point cloud Registration

Zhixin Cheng, Xiaotian Yin, Jiacheng Deng, Bohao Liao, Yujia Chen, Xu Zhou, Baoqun Yin, Tianzhu Zhang

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

Comments Accepted by AAAI2026

LLM-Guided Reinforcement Learning with Representative Agents for Traffic Modeling

Hanlin Sun, Jiayang Li

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

ECom-Bench: Can LLM Agent Resolve Real-World E-commerce Customer Support Issues?

Haoxin Wang, Xianhan Peng, Xucheng Huang, Yizhe Huang, Ming Gong, Chenghan Yang, Yang Liu, Ling Jiang

机构 * Xiaoduo AI Lab（小多人工智能实验室） ； Shanghai Jiao Tong University（上海交通大学） 纠错

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

Comments Accepted as a main conference paper at EMNLP 2025

RadioSim Agent: Combining Large Language Models and Deterministic EM Simulators for Interactive Radio Map Analysis

Sajjad Hussain, Conor Brennan

专题命中 多模态Agent ：multimodal(abstract)

Comments Submitted to EuCAP 2026

TumorMap: A Laser-based Surgical Platform for 3D Tumor Mapping and Fully-Automated Tumor Resection

Guangshen Ma, Ravi Prakash, Beatrice Schleupner, Jeffrey Everitt, Arpit Mishra, Junqin Chen, Brian Mann, Boyuan Chen, Leila Bridgeman, Pei Zhong, Mark Draelos, William C. Eward, Patrick J. Codd

机构 * Thomas Lord Department of Mechanical Engineering and Materials Science, Duke University（杜克大学机械工程与材料科学系） ； Department of Robotics, University of Michigan, Ann Arbor（密歇根大学机器人学系） ； Department of Orthopaedic Surgery, School of Medicine, Duke University（杜克大学骨科手术系） ； Department of Pathology, School of Medicine, Duke University（杜克大学病理学系） ； Department of Ophthalmology and Visual Sciences, University of Michigan Medical School, Ann Arbor（密歇根大学医学学院眼科与视觉科学系） ； Department of Neurosurgery, School of Medicine, Duke University（杜克大学神经外科系） 纠错

专题命中 多模态Agent ：multimodal(abstract)

Comments 41 pages, 25 figures

The Dark Side of Rich Rewards: Understanding and Mitigating Noise in VLM Rewards

Sukai Huang, Shu-Wei Liu, Nir Lipovetzky, Trevor Cohn

机构 * Google DeepMind（谷歌DeepMind） 纠错

专题命中 多模态Agent ：multimodal(abstract)

Comments accepted by PRL Workshop Series @ ICAPS 2025. 11 main body pages, 21 appendix pages