论文

关于多智能体协作、知识对齐,以及人与智能系统交互的研究。

我的研究关注:拥有不同知识表示的系统,如何相互理解并共同完成任务。早期研究与合作工作也涉及信息可视化和人机交互。

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2025

  1. BDDM
    LLM-Assisted Ontology-Based Task-Oriented Data Exchange Paradigm: A Case Study
    Shiyao Zhang, Xue Feng, Yuji Dong, and Jie Zhang
    In 2025 International Conference on Big Data and Data Mining (BDDM), 2025

    探索如何结合语言模型与结构化知识,支持围绕具体任务的数据交换。

  2. 预印本
    The Evaluation for Usability Methods of Unmanned Surface Vehicles: Are Current Usability Methods Viable for Unmanned Surface Vehicles? Insights from a Multiple Case Study Approach to Human-Robot Interaction
    Zitian Peng, Shiyao Zhang, Shanliang Yao, Xiaohui Zhu, Mengjie Huang, Prudence Wong, and Yong Yue
    arXiv preprint , 2025

    通过访谈与实地观察,研究新手操作无人船时遇到的困难,为改进交互界面提供依据。

2024

  1. Large Language Model Assisted Multi-Agent Dialogue for Ontology Alignment
    Shiyao Zhang, Yuji Dong, Yichuan Zhang, Terry R. Payne, and Jie Zhang
    In Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems. Extended Abstract , 2024

    通过 AI 智能体之间的对话,匹配不同知识模型中的概念,让知识对齐的过程更便于理解和检查。

  2. Active Collaboration in IoT: Cognitive-agent Oriented Resource-centric Architecture
    Yuji Dong, Shiyao Zhang, Xueyan Yao, Jie Zhang, Sida Huang, and Yue Li
    In 2024 International Conference on Computer Communications and Networks (ICCCN), 2024

    提出一种物联网架构,让联网设备借助 AI 智能体组合各自的能力,共同构建新的服务。

2015

  1. PICom
    Pervasive Information Visualization: Toward an Information Visualization Design Methodology for Multi-device Co-located Synchronous Collaboration
    Paul Craig, Xin Huang, Huayue Chen, Xi Wang, and Shiyao Zhang
    In 2015 IEEE International Conference on Computer and Information Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing, 2015

    探索如何利用大屏幕与移动设备,支持身处同一空间的人共同查看和使用可视化信息。