Huichen Li

PhD student, University of Illinois, Urbana Champaign

Joined

October 2018

Names

Huichen Li (Preferred)

Emails

****@gmail.com (Confirmed)

,

****@illinois.edu (Confirmed)

Personal Links

Career & Education History

PhD student

University of Illinois, Urbana Champaign (illinois.edu)

2018 – Present

Advisors, Relations & Conflicts

PhD Advisor

Present

Expertise

adversarial machine learning

Present

Publications

Exploring Adversarial Robustness of Multi-sensor Perception Systems in Self Driving
James Tu, Huichen Li, Xinchen Yan, Mengye Ren, Yun Chen, Ming Liang, Eilyan Bitar, Ersin Yumer, Raquel Urtasun
- Published: 13 Sept 2021, Last Modified: 05 May 2023
- CoRL2021 Poster
- Readers: Everyone
Progressive-Scale Boundary Blackbox Attack via Projective Gradient Estimation
Jiawei Zhang, Linyi Li, Huichen Li, Xiaolu Zhang, Shuang Yang, Bo Li
- 13 May 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Nonlinear Projection Based Gradient Estimation for Query Efficient Blackbox Attacks
Huichen Li, Linyi Li, Xiaojun Xu, Xiaolu Zhang, Shuang Yang
- 13 May 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Nonlinear Projection Based Gradient Estimation for Query Efficient Blackbox Attacks
Huichen Li, Linyi Li, Xiaojun Xu, Xiaolu Zhang, Shuang Yang, Bo Li
- 2021 (modified: 05 Nov 2023)
- CoRR 2021
- Readers: Everyone
Nonlinear Projection Based Gradient Estimation for Query Efficient Blackbox Attacks
Huichen Li, Linyi Li, Xiaojun Xu, Xiaolu Zhang, Shuang Yang, Bo Li
- 2021 (modified: 05 Nov 2023)
- AISTATS 2021
- Readers: Everyone
Exploring Adversarial Robustness of Multi-Sensor Perception Systems in Self Driving
James Tu, Huichen Li, Xinchen Yan, Mengye Ren, Yun Chen, Ming Liang, Eilyan Bitar, Ersin Yumer, Raquel Urtasun
- 2021 (modified: 04 Nov 2022)
- CoRR 2021
- Readers: Everyone
QEBA: Query-Efficient Boundary-Based Blackbox Attack
Huichen Li, Xiaojun Xu, Xiaolu Zhang, Shuang Yang, Bo Li
- 2020 (modified: 05 Nov 2023)
- CoRR 2020
- Readers: Everyone
QEBA: Query-Efficient Boundary-Based Blackbox Attack
Huichen Li, Xiaojun Xu, Xiaolu Zhang, Shuang Yang, Bo Li
- 2020 (modified: 05 Nov 2023)
- CVPR 2020
- Readers: Everyone
Detecting AI Trojans Using Meta Neural Analysis
Xiaojun Xu, Qi Wang, Huichen Li, Nikita Borisov, Carl A. Gunter, Bo Li
- 2019 (modified: 05 Nov 2023)
- CoRR 2019
- Readers: Everyone
A Machine Learning Approach To Prevent Malicious Calls Over Telephony Networks
Huichen Li, Xiaojun Xu, Chang Liu, Teng Ren, Kun Wu, Xuezhi Cao, Weinan Zhang, Yong Yu, Dawn Song
- 2018 (modified: 30 Jan 2025)
- CoRR 2018
- Readers: Everyone

View all 11 publications

Co-Authors