Name: Liu Haitao Title: Assoc. Prof.

Email: liuhaitao093430@ncu.edu.cn

Supervisor Type: Master's Supervisor

Personal Website: https://-----

Research Directions

Our research focuses on intelligent sensing and monitoring, brain-inspired perception, and agent interaction simulation and testing based on cutting-edge artificial intelligence technologies, with specific areas including:

1. Research on Biomimetic Intelligent Modeling for Neuromorphic Computing:

Leveraging the neural structures and information processing mechanisms revealed by brain organoids, we aim to construct a new generation of artificial neural network models. These models are designed to achieve high-efficiency, high-precision, and low-power computation for complex environmental information, providing theoretical foundations and architectural support for high-performance perception and decision-making in future intelligent unmanned systems, smart surveillance, security, and related fields.

2. Research on Multimodal Fusion-Based Intelligent Perception and Diagnosis Methods:

By deeply integrating deep learning with classical signal processing techniques, we develop intelligent analysis methods for multidimensional time series. Combined with the design and integration of novel sensing devices, this research enables real-time condition monitoring, fault identification, and intelligent operation and maintenance in industrial equipment, transportation vehicles, traffic systems, and other related domains.

3. Research on Behavior Modeling and High-Fidelity Simulation Technology for Multi-Agent Systems:

Based on structured-data-driven key behavior feature extraction for multi-agent systems and data-driven interactive scenario generation technology, we build a multi-layer, high-fidelity virtual simulation platform for agent interaction. This platform serves system verification, testing, and performance evaluation in areas such as autonomous driving, unmanned swarm coordination, and factory AGV operations.

Education Background

2009/09-2015/01, Tsinghua University, School of Vehicle and Mobility, Ph.D.

2005/09-2009/07, Jilin University, College of Automotive Engineering, Bachelor's Degree.

Work Experience

2024/07-Present, Nanchang University, School of Advanced Manufacturing

2020/07-2024/06, Suzhou Automotive Research Institute, Tsinghua University, Postdoctoral Fellow / Technical Director / Deputy Director of R&D Center

2018/10-2019/10, Visiting Scholar, McMaster University, Faculty of Electrical and Computer Engineering, Assistant Researcher

2015/01-2024/06, East China Jiaotong University, School of Mechatronics & Vehicle Engineering

Academic Appointments

· Member of the Automotive Intelligent Cockpit Working Group, China Society of Automotive Engineers

· Member of the Young Professionals Committee, China Society of Automotive Engineers

· Expert, Expert Committee of Jiangxi Association of Automobile Industry

· Technical Committee Member, International Conference on Information Communication and Signal Processing (ICICSP)

· Technical Committee Member, International Conference on Information Fusion (IF)

· Technical Committee Member, Subcommittee of International Congress on Sound and Vibration (ICSV)

· Review Expert, National Natural Science Foundation of China

· Peer Reviewer for journals including:

IEEE Transactions on Intelligent Transportation Systems

Mechanical Systems and Signal Processing

IEEE Sensors Journal

Journal of Sound and Vibration

Noise Control Engineering Journal

Journal of Transportation Engineering

Journal of Automotive Engineering

Journal of Vibration Engineering

Personal Honors

Jiangsu Industrial Technology Research Institute JITRI Talent Program Young Researcher.

Young Academic and Technical Leader in Key Disciplines of Jiangxi Province.

Major Achievements

Presided over 2 National Natural Science Foundation projects, 1 China Postdoctoral Science Foundation General Program, 4 provincial-level scientific fund projects, 3 municipal/ departmental-level technology projects, as well as more than 10 national defense-related research projects and industry-sponsored horizontal projects. The total secured research funding amounts to nearly 10 million RMB. Participated in over 10 projects, including sub-projects of the National 863 Program, sub-tasks of the National Key R&D Program, and National Natural Science Foundation General Programs. Published nearly 40 high-level academic papers in related fields, with over 30 indexed by SCI/EI. Authored one academic monograph. Holds 21 authorized national invention patents, with over 10 invention patent applications under review, 8 authorized utility model patents, 3 design patents, and 8 software copyrights.