Skills

Programming

Python, Matlab

Simulation platform

SUMO, Matlab-simulink, Baidu Apollo, CARLA, CarSim, AVL CRUISE

Language

Chinese, English

Projects

*

Attack Detection and Mitigation for Vehicle Security

Modern vehicles communicate with outside-vehicle environments through Bluetooth or WiFi and become vulnerable to cyber attacks and sensor attacks. How to detect these cyber and sensor attacks for ensuring vehicle security becomes necessary.
ICDCS’19 ICCCN’20 MASS’21

Battery Attack and Driver Information Inference for Electric Vehicles

Electric vehicles become more popular in recent years and many services (e.g., smartphone apps and battery charging stations are allowed to control and monitor batteries in electric vehicles) are developed to make vehicle usage more convenient. These services make battery relevant information vulnerable to security threats causing driving privacy issues.
ICCPS’19 IPSN’20

Control Policy Extraction and Control Decision-Making for Autonomous Vehicles

Autonomous vehicle technologies have been adopted by many autonomous companies to reduce traffic congestion and improve driving safety. An autonomous vehicle follows its control policies and makes real-time decisions based on measured signals from sensors during a driving process. How to extract control policies and determining optimal control decisions affects autonomous driving performance greatly.
MASS’21 SECON’21 SEC’21

Publications

A Data-Driven Optimal Control Decision-Making System for Multiple Autonomous Vehicles

Proc. of the 6th ACM/IEEE Symposium on Edge Computing (SEC), 2021
PDF

A Control Policy based Driving Safety System for Autonomous Vehicles

Proc. of IEEE 18th International Conference on Mobile Ad Hoc and Smart Systems (MASS), 2021
PDF

A Data-driven Battery State-of-Health Estimation System with Aging Propagation Consideration for Electric Vehicles

Proc. of IEEE 18th International Conference on Mobile Ad Hoc and Smart Systems (MASS), 2021
PDF

A Reinforcement Learning based Decision-Making System with Aggressive Driving Behavior Consideration for Autonomous Vehicles

Proc. of the 18th IEEE International Conference on Sensing, Communication and Networking (SECON), 2021
PDF

Transfer Learning-based Abnormal CAN Bus Message Detection System

Proc. of IEEE 18th International Conference on Mobile Ad Hoc and Smart Systems (MASS), 2021
PDF

Velocity Optimization of Pure Electric Vehicles with Traffic Dynamics and Driving Safety Considerations

ACM Transactions on Internet of Things (TIOT), 2021
PDF

Attack Detection and Mitigation for Sensor and CAN Bus Attacks in Vehicle Anti-lock Braking Systems

Proc. of the 29th International Conference on Computer Communications and Networks (ICCCN), 2020
PDF

Abnormal Message Detection for CAN Bus Based on Message Transmission Behaviors

Proc. of the 40th IEEE International Conference on Distributed Computing Systems (ICDCS), 2020
PDF

MobiCharger: Optimal Scheduling for Cooperative EV-to-EV Dynamic Wireless Charging

Poster, Proc. of the 40th IEEE International Conference on Distributed Computing Systems (ICDCS), 2020
PDF

CD-Guide: A Reinforcement Learning based Dispatching and Charging Approach for Electric Taxicabs

Proc. of 18th IEEE International Conference on Mobile Ad Hoc and Smart Systems (MASS), 2020
PDF

Electric Vehicle Battery Energy Information is Enough to Track You

Proc. of the 19th ACM/IEEE Conference on Information Processing in Sensor Networks (IPSN), 2020
PDF

Road Gradient Estimation Using Smartphones: Towards Accurate Estimation on Fuel Consumption and Air Pollution Emission on Roads

Proc. of the 39th IEEE International Conference on Distributed Computing Systems (ICDCS), 2019
PDF

Preventing Battery Attacks on Electrical Vehicles Based on Data-driven Behavior Modeling

Proc. of the 10th ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS), 2019
PDF

Velocity Optimization of Pure Electric Vehicles with Traffic Dynamics Consideration

Short paper, Proc. of the 37th IEEE International Conference on Distributed Computing Systems (ICDCS), 2017
PDF

A New Neural Network Model for The State-of-Charge Estimation in The Battery Degradation Process

Applied Energy, vol. 121, 2014
PDF

Academic Services

Conference reviewer

INFOCOM, ATC, MobiHoc, SEC, ICDCS, IPDPS, MASS, BigData, ICCCN, CCGrid, CloudNet

Journal reviewer

Applied Energy, IEEE Internet of Things Journal, Batteries, Applied Soft Computing Journal, Electronics

Academic talk

SEC'21, SECON'21, MASS'21, IPSN'20, ICCPS'19, ICDCS’19

Organizer

BDMLN'21, BDMLN'22, PESARO'22

Award

Student Travel Grant, IEEE ICDCS