Yihao Zhang

I am a Master student in department of transportation engineering, University of Tongji, working on Data Mining and Intelligent Transportation System. My superviser is Prof.Sun. My main research interest is Traffic Simulation and Data Mining.
Motto:Develop strength, keep health, maintain absorption, focus relationships and remember purpose.
Check out my Lab page, or email me.

Publications:

Detecting Driver Distraction in An Uncontrolled Environment with Multi-source Naturalistic Driving Data
Yihao Zhang, Jian Sun. To appear at IEEE Access.

Detecting Driver Distraction Using a Deep Learning Approach and Multi-source Naturalistic Driving Data
Yihao Zhang, Jian Sun. Transportation Research Board (TRB) 99th Annual Meeting.

Taxi Income Monitoring And Service Strategy Analyzing Using GPS Trajectory Data
Yihao Zhang, Jian Sun. In the CICTP 2019 Conference.

Internships:

(Intern at Budweiser Brewing Company APAC, 2020.01 - 2020.04) Data Scientist Intern
Mentor: Nick Wang
(Intern at Shanghai Zendai Asset Management Co., Ltd, 2018.11 - 2019.04) Quantative Financial Intern

Projects:

Cooperative Vehicle Infrastructure Modeling, Simulation and Evaluation. In charge of generating hazard scenes of AV by GAN
Intelligent Vehicle Path Planning and Autonomous Decision Key Technologies. In charge of Driver's distracted detection and early warning in L3 level Human-machine driving condition
Intersection control and Simulation. In charge of adaptive traffic signal control using DQN.
Driving ability assessment and longitudinal driving control of AV.

Education:

Sept. 2018 - Present
MSc, Department of Transportation Engineering, University of Tongji
Supervisor: Prof. Jian Sun
Sept. 2014 - Jun. 2018
BE, School of Transportation Engineering, University of Southeast