嘉宾介绍
孙陈
香港大学数据与系统工程系
Chen Sun is an Assistant Professor with the Department of Data and Systems Engineering at The University of Hong Kong. Prior to joining HKU, he received the Ph.D. degree in Mechanical & Mechatronics Engineering from University of Waterloo, ON, Canada in 2022, M.A.Sc degree in Electrical & Computer Engineering from University of Toronto, ON, Canada in 2017 and B.Eng. degree in automation from the University of Electronic Science and Technology of China, Chengdu, China, in 2014. His research interests include field robotics, safe and trustworthy autonomous driving and in general human-CPS autonomy.
内容抢先读
Data-driven models are ubiquitous in modern autonomy stacks, enabling tasks such as perception and prediction. However, ensuring the safety and reliability of AI-driven components remains a paramount challenge, due in part to their data-driven design and dynamic behavior. This talk delves into recent advancements for enhancing trust and safety in autonomy stacks, crucial for applications in autonomous driving and safety-critical robot autonomy. This talk will also introduce the idea of uncertainty quantification, and initial exploration of large language models application in autonomous driving.
讲座信息
时间：2025年6月16日（周一）10:00—11:00
地点：清华大学汽研所301