About Me
I am a first- second- third-year Ph.D. student in Computer Science at the City University of Hong Kong, advised by Prof. Jianping Wang. My research interest lies in autonomous driving security, sensor security and uncertainty estimation. I am especially excited by robust perception, prediction algorithms for autonomous driving.
Prior to this, I earned my Bachelor’s degree in Computer Science from the City University of Hong Kong. I was fortunate to work with Prof. Jianping Wang on adversarial attacks against autonomous driving.
Education
- Sept. 2021 - now Ph.D. in Computer Science, City University of Hong Kong
- Nov. 2022 - Apr. 2023 Visiting Ph.D. student, State University of New York at Buffalo
- Sept. 2017 - June 2021 BSc in Computer Science, City University of Hong Kong
Publication
* indicates equal contribution.
A First Physical-World Trajectory Prediction Attack via LiDAR-induced Deceptions in Autonomous Driving Yang Lou*, Yi Zhu*, Qun Song*, Rui Tan, Chunming Qiao, Wei-Bin Lee, Jianping Wang, USENIX Security 24 [Paper] [Demo] | |
Uncertainty-Encoded Multi-Modal Fusion for Robust Object Detection in Autonomous Driving Yang Lou, Qun Song, Qian Xu, Rui Tan, Jianping Wang, ECAI 2023 [Paper] | |
Evaluating Adversarial Attacks on Driving Safety in Vision-Based Autonomous Vehicles Jindi Zhang*, Yang Lou*, Jianping Wang, Kui Wu, Kejie Lu, IEEE Internet of Things Journal [Paper] [Github] |
Teaching Experiences
- Spring 2024, CS4293 Cyber Security
- Fall 2023, CS3201 Computer Network
- Spring 2022, CS4293 Cyber Security
- Fall 2021, CS3201 Computer Network
Honers and Rewards
- 2022-2023, Institutional Research Tuition Scholarship, City University of Hong Kong