A highly accomplished Lecturer and Research Scientist with a Ph.D. in Computer System Architecture, specializing in cutting-edge intelligent transportation systems, vehicular networks, and edge computing. Led multiple national and provincial research projects, securing significant funding while publishing extensively in top-tier IEEE journals and conferences. Leverages deep expertise in reinforcement learning and spatial-temporal data mining to drive innovation and mentor future generations of computer science professionals.
Lecturer (Postdoctoral Fellow)
Wuhan, Hubei, China
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Summary
Drives advanced research and delivers specialized instruction in computer science, focusing on intelligent transportation systems, edge computing, and AI-driven solutions.
Highlights
Secured and led 3 significant research projects, including a National Natural Science Foundation Youth Project (2025-2027) and two Hubei Provincial Natural Science Foundation projects (2024-2026, 2024-2025), focusing on intelligent decision-making, collaborative control, and key technologies for intelligent connected vehicles.
Contributed as a key participant to 4 national and provincial research initiatives, including a National Key R&D Program (2021-2022) and National Natural Science Foundation Joint Fund (2021-2024), advancing high-confidence data validation and autonomous driving security.
Authored or co-authored 10+ peer-reviewed publications in top-tier venues like IEEE Transactions on Mobile Computing and IEEE Transactions on Vehicular Technology, including 8 as first/corresponding author, advancing state-of-the-art in spatial-temporal transformers and reinforcement learning for traffic control.
Designed and delivered 3 core computer science courses, "Principles and Applications of Sensors," "Embedded Microcontroller Technology," and "Interface Technology," impacting undergraduate students from Fall 2023 to Fall 2024.
Mentored an undergraduate team to achieve a Second Prize in the 17th China National College Computer Design Competition (Central South Region) in 2024, fostering student innovation and practical application of computer science principles.
Served as a peer reviewer for prestigious international academic journals and conferences, including IEEE TITS, IJCNN, WCCI, and KBS, contributing to the quality and integrity of research in the field.
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PhD
Computer System Architecture
Awarded By
National College Student Mathematical Modeling Contest Committee
Recognized for outstanding problem-solving and mathematical application skills in a national collegiate competition.
Awarded By
Wuhan University
Awarded for academic excellence and research potential during graduate studies.
Awarded By
Wuhan University
Awarded for sustained academic excellence and research contributions during graduate studies.
Awarded By
Wuhan University
Awarded for strong academic performance during graduate studies.
Awarded By
Wuhan University (sponsored by Didi)
Received prestigious scholarship recognizing exceptional research in areas relevant to intelligent transportation.
Awarded By
Wuhan University
Honored as a top-performing graduate for outstanding academic achievements and contributions.
Awarded By
Wuhan Computer Software Engineering Society
Recognized by the professional society for exceptional academic performance and contributions in computer software engineering.
Published by
IEEE Transactions on Mobile Computing
Summary
MMSTT: Meta-Optimized Multi-Period Spatial-Temporal Transformer for Multi-Pattern Cellular Traffic Prediction
Published by
IEEE Transactions on Vehicular Technology
Summary
Urban vehicle trajectory generation based on generative adversarial imitation learning
Published by
IEEE Transactions on Intelligent Transportation Systems
Summary
Traffic Signal Control With Reinforcement Learning Based on Region-Aware Cooperative Strategy
Published by
Knowledge-Based Systems
Summary
Meta-Learning Based Spatial-Temporal Graph Attention Network For Traffic Signal Control
Published by
Neurocomputing
Summary
DLSP: A contrastive learning framework for disentangling long-and short-term preferences in next POI recommendation
Published by
ACM International Conference on Information and Knowledge Management (CIKM)
Summary
DynSTGAT: Dynamic Spatial-Temporal Graph Attention Network for Traffic Signal Control
Published by
IEEE International Joint Conference on Neural Networks
Summary
Urban Traffic Signal Control with Reinforcement Learning from Demonstration Data
Published by
International Joint Conference on Natural Language Processing
Summary
A CNN-LSTM Model with Attention for Multi-choice Question Answering in Examinations
Published by
IEEE International Joint Conference on Neural Networks (IJCNN)
Summary
A spatial-temporal graph attention network for multi-intersection traffic light control
Published by
International Journal of Distributed Sensor Networks
Summary
An Improved Spray and Wait Routing Algorithm Based on Stable Transmission Capacity Evaluation of Nodes in Opportunistic Network
Internet of Vehicles (IoV), VANETs, Vehicle-Road-Cloud Collaboration, Traffic Signal Control, Urban Vehicle Trajectory Generation, Smart Mobility.
Distributed Systems, Real-time Data Processing, Network Optimization.
Reinforcement Learning, Deep Learning, Meta-Learning, Generative Adversarial Networks (GANs), CNN-LSTM, Spatial-Temporal Graph Attention Networks, AI-driven Solutions.
Spatial-Temporal Data Mining, High-Confidence Data Validation, Predictive Modeling, Data Analysis, Multi-dimensional Routing Optimization.
Embedded Systems, Microcontroller Technology, Sensor Technology, Interface Technology.
Project Leadership, Grant Acquisition, Academic Publishing, Peer Review, Experimental Design, Collaborative Research.
Curriculum Development, Course Instruction, Student Supervision, Academic Guidance, Educational Program Development.