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Qi Alfred Chen
Assistant Professor, University of California, Irvine
Joined
July 2019
Names
Qi Alfred Chen
(Preferred)
,
Qi Chen
,
Alfred Chen
Emails
****@uci.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Assistant Professor
University of California, Irvine
(uci.edu)
2018
–
Present
PhD student
University of Michigan
(umich.edu)
2012
–
2018
Advisors, Relations & Conflicts
PhD Advisee
Junchi Lu
2024
–
Present
PhD Advisee
Shaoyuan Xie
2023
–
Present
PhD Advisee
TAKAMI SATO
2019
–
2024
PhD Advisee
Ningfei Wang
2019
–
2024
PhD Advisor
Z. Morley Mao
2012
–
2018
Expertise
Machine learning security
2018
–
Present
Adversarial machine learning
2018
–
Present
CPS security
2018
–
Present
Autonomous systems security
2018
–
Present
IoT security
2017
–
Present
Software/systems security
2012
–
Present
Network security
2012
–
Present
Publications
On the System-Level Effectiveness of Physical Object-Hiding Adversarial Attack in Autonomous Driving
Ningfei Wang
,
Yunpeng Luo
,
TAKAMI SATO
,
Kaidi Xu
,
Qi Alfred Chen
Published: 01 Feb 2023, Last Modified: 13 Feb 2023
Submitted to ICLR 2023
Readers:
Everyone
On the Cybersecurity of Traffic Signal Control System With Connected Vehicles
Yiheng Feng
,
Shihong Ed Huang
,
Wai Wong
,
Qi Alfred Chen
,
Z. Morley Mao
,
Henry X. Liu
2022 (modified: 03 Nov 2022)
IEEE Trans. Intell. Transp. Syst. 2022
Readers:
Everyone
SoK: On the Semantic AI Security in Autonomous Driving
Junjie Shen
,
Ningfei Wang
,
Ziwen Wan
,
Yunpeng Luo
,
Takami Sato
,
Zhisheng Hu
,
Xinyang Zhang
,
Shengjian Guo
,
Zhenyu Zhong
,
Kang Li
,
Ziming Zhao
,
Chunming Qiao
,
Qi Alfred Chen
2022 (modified: 03 Nov 2022)
CoRR 2022
Readers:
Everyone
Too Afraid to Drive: Systematic Discovery of Semantic DoS Vulnerability in Autonomous Driving Planning under Physical-World Attacks
Ziwen Wan
,
Junjie Shen
,
Jalen Chuang
,
Xin Xia
,
Joshua Garcia
,
Jiaqi Ma
,
Qi Alfred Chen
2022 (modified: 03 Nov 2022)
CoRR 2022
Readers:
Everyone
Towards Driving-Oriented Metric for Lane Detection Models
Takami Sato
,
Qi Alfred Chen
2022 (modified: 03 Nov 2022)
CVPR 2022
Readers:
Everyone
On Adversarial Robustness of Trajectory Prediction for Autonomous Vehicles
Qingzhao Zhang
,
Shengtuo Hu
,
Jiachen Sun
,
Qi Alfred Chen
,
Z. Morley Mao
2022 (modified: 03 Nov 2022)
CVPR 2022
Readers:
Everyone
Towards Driving-Oriented Metric for Lane Detection Models
Takami Sato
,
Qi Alfred Chen
2022 (modified: 03 Nov 2022)
CoRR 2022
Readers:
Everyone
On Adversarial Robustness of Trajectory Prediction for Autonomous Vehicles
Qingzhao Zhang
,
Shengtuo Hu
,
Jiachen Sun
,
Qi Alfred Chen
,
Z. Morley Mao
2022 (modified: 03 Nov 2022)
CoRR 2022
Readers:
Everyone
Semi-supervised Semantics-guided Adversarial Training for Trajectory Prediction
Ruochen Jiao
,
Xiangguo Liu
,
Takami Sato
,
Qi Alfred Chen
,
Qi Zhu
2022 (modified: 03 Nov 2022)
CoRR 2022
Readers:
Everyone
AVMaestro: A Centralized Policy Enforcement Framework for Safe Autonomous-driving Environments
Ze Zhang
,
Sanjay Sri Vallabh Singapuram
,
Qingzhao Zhang
,
David Ke Hong
,
Brandon Nguyen
,
Z. Morley Mao
,
Scott A. Mahlke
,
Qi Alfred Chen
2022 (modified: 03 Nov 2022)
IV 2022
Readers:
Everyone
View all 57 publications
Co-Authors
Amir Rahmati
Atul Prakash
Benjamin Cyr
Bo Li
Brandon Nguyen
Can Carlak
Chao Kong
Chaowei Xiao
Christopher DiPalma
Chunming Qiao
David Ke Hong
Dawei Yang
Ding Zhao
Earlence Fernandes
Georg Essl
Hao Chan
Haohuang Wen
Hengyi Liang
Henry X. Liu
J. Alex Halderman
Jalen Chuang
Jason Ott
Jiachen Sun
Jiaqi Ma
Jin Fang
View all 91 co-authors