AI Agent

AgentMesh: A Cooperative Multi-Agent Generative AI Framework for Software Development Automation

Sourena Khanzadeh

机构 * Toronto Metropolitan University（多伦多 Metropolitan 大学） 纠错

专题命中 工作流自动化 ：agent(title,abstract)；multi-agent(title,abstract)；planning(abstract)；workflow(abstract)

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization

Maria Emilia Mazzolenis, Ruirui Zhang

专题命中 工作流自动化 ：agent(title,abstract)；workflow(title,abstract)；multi-agent(abstract,comments)；分类 cs.AI

Comments Accepted at the ICML 2025 Workshop on Multi-Agent Systems in the Era of Foundation Models: Opportunities, Challenges, and Futures. Code repo: https://github.com/emiliamazzo/WARPP/

Building crypto portfolios with agentic AI

Antonino Castelli, Paolo Giudici, Alessandro Piergallini

专题命中 工作流自动化 ：agentic(title)；agent(abstract)；multi-agent(abstract)；分类 cs.LG

Comments 12 pages, 2 figures

Ag2x2: Robust Agent-Agnostic Visual Representations for Zero-Shot Bimanual Manipulation

Ziyin Xiong, Yinghan Chen, Puhao Li, Yixin Zhu, Tengyu Liu, Siyuan Huang

机构 * National Key Laboratory of General Artificial Intelligence, Beijing Institute for General Artificial Intelligence (BIGAI)（国家关键人工智能实验室，北京通用人工智能研究院（BIGAI）） ； School of Psychological and Cognitive Sciences, Peking University（北京大学心理与认知科学学院） ； Institute for Artificial Intelligence, Peking University（北京大学人工智能研究院） ； Beijing Key Laboratory of Behavior and Mental Health, Peking University（北京行为与心理健康重点实验室，北京大学） ； Yuanpei College, Peking University（北京大学元培学院） ； Department of Computer Science and Technology, University of Cambridge（剑桥大学计算机科学与技术系） ； Embodied Intelligence Lab, PKU-Wuhan Institute for Artificial Intelligence（具身智能实验室，北京大学-武汉人工智能研究院） 纠错

专题命中 工作流自动化 ：agent(title,abstract)

Comments Accepted to IROS 2025, oral presentation. Project page link: https://ziyin-xiong.github.io/ag2x2.github.io/

Conformal Safety Shielding for Imperfect-Perception Agents

William Scarbro, Calum Imrie, Sinem Getir Yaman, Kavan Fatehi, Corina S. Pasareanu, Radu Calinescu, Ravi Mangal

机构 * Colorado State University, USA（科罗拉多州立大学） ； University of York, UK（约克大学） ； Carnegie Mellon University, USA（卡内基梅隆大学） 纠错

专题命中 工作流自动化 ：agent(abstract)；autonomous agent(abstract)；分类 cs.AI、cs.LG

Comments 32 pages; Equal contribution by W. Scarbro and C. Imrie; Accepted at 25th International Conference on Runtime Verification, 2025 (RV25)

Manipulating Multimodal Agents via Cross-Modal Prompt Injection

Le Wang, Zonghao Ying, Tianyuan Zhang, Siyuan Liang, Shengshan Hu, Mingchuan Zhang, Aishan Liu, Xianglong Liu

机构 * Beihang University（北洋大学） ； National University of Singapore（新加坡国立大学） ； Huazhong University of Science and Technology（华中科技大学） ； Henan University of Science and Technology（河南科技大学） 纠错

专题命中 工作流自动化 ：agent(abstract)；autonomous agent(abstract)

Comments 16 pages, 5 figures

Automating Thematic Review of Prevention of Future Deaths Reports: Replicating the ONS Child Suicide Study using Large Language Models

Sam Osian, Arpan Dutta, Sahil Bhandari, Iain E. Buchan, Dan W. Joyce

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.CL

Comments 8 pages, 1 figure

SoftPipe: A Soft-Guided Reinforcement Learning Framework for Automated Data Preparation

Jing Chang, Chang Liu, Jinbin Huang, Shuyuan Zheng, Rui Mao, Jianbin Qin

机构 * College of Computer Science and Software Engineering, Shenzhen University（深圳大学计算机科学与软件工程学院） ； School of Artificial Intelligence, Shenzhen University（深圳大学人工智能学院） ； Graduate School of Information Science and Technology, Osaka University（大阪大学信息科学与技术研究生院） 纠错

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Beyond Manual Annotation: A Human-AI Collaborative Framework for Medical Image Segmentation Using Only "Better or Worse" Expert Feedback

Yizhe Zhang

机构 * Nanjing University of Science and Technology（南京理工大学） 纠错

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments 10 pages, 6 figures

Robotic Visual Instruction

Yanbang Li, Ziyang Gong, Haoyang Li, Xiaoqi Huang, Haolan Kang, Guangping Bai, Xianzheng Ma

机构 * Imperial College London（伦敦帝国理工学院） ； Shanghai AI Laboratory（上海人工智能实验室） ； UC San Diego（加州大学圣地亚哥分校） ； VIVO ； South China University of Technology（华南理工大学） 纠错

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI

Comments Project website: https://robotic-visual-instruction.github.io/

Review of Deep Learning Applications to Structural Proteomics Enabled by Cryogenic Electron Microscopy and Tomography

Brady K. Zhou, Jason J. Hu, Jane K. J. Lee, Z. Hong Zhou, Demetri Terzopoulos

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.LG

Comments 16 pages

Atom probe tomography of hydrated biomacromolecules: preliminary results

Shuo Zhang, Leonardo Shoji Aota, Mahander P. Singh, Eric V. Woods, Fantine Périer Jouet, Tim M. Schwarz, Baptiste Gault

专题命中 工作流自动化 ：workflow(abstract)

Super-Resolution Radiography by Mechanical Supersampling and Model-Based Iterative Reconstruction using High-Z Photon-Counting Detectors

Moritz Weigt, Karl Hugo E. Helin, Nicolas Karl Fix, Peter Bronsert, Frank Goldschmidtböing, Thomas Thuering, Matthias Habl, Spyridon Gkoumas, Thomas Stein, Paul Martin Fleing, Thomas Billoud, Jakob Neubauer, Dominik von Elverfeldt, Martin Peter Pichotka

专题命中 工作流自动化 ：workflow(abstract)

Comments 8 pages, 8 figures

MCP4EDA: LLM-Powered Model Context Protocol RTL-to-GDSII Automation with Backend Aware Synthesis Optimization

Yiting Wang, Wanghao Ye, Yexiao He, Yiran Chen, Gang Qu, Ang Li

专题命中 工作流自动化 ：agent(abstract)

Comments 7 pages, 5 figures Keywords: Model Context Protocol, Electronic Design Automation, Large Language Models, Synthesis Optimization

Comparing Quantum Machine Learning Approaches in Astrophysical Signal Detection

Mansur Ziiatdinov, Farida Farsian, Francesco Schilliró, Salvatore Distefano

专题命中 工作流自动化 ：workflow(abstract)

Comments Accepted for publication in IEEE INTERNATIONAL CONFERENCE ON QUANTUM SOFTWARE (QSW 2025)

From Bench to Bedside: A DeepSeek-Powered AI System for Automated Chest Radiograph Interpretation in Clinical Practice

Yaowei Bai, Ruiheng Zhang, Yu Lei, Jingfeng Yao, Shuguang Ju, Chaoyang Wang, Wei Yao, Yiwan Guo, Guilin Zhang, Chao Wan, Qian Yuan, Xuhua Duan, Xinggang Wang, Tao Sun, Yongchao Xu, Chuansheng Zheng, Huangxuan Zhao, Bo Du

专题命中 工作流自动化 ：workflow(abstract)