Yingxiao Xiang

Researcher, Institute of Information Engineering, Chinese Academy of Sciences

Joined

August 2024

Names

Yingxiao Xiang (Preferred)

Emails

****@iie.ac.cn (Confirmed)

****@bjtu.edu.cn

Personal Links

DBLP

ORCID

Semantic Scholar

Career & Education History

Researcher

Institute of Information Engineering, Chinese Academy of Sciences (iie.ac.cn)

2023 – Present

PhD student

Beijing Jiaotong University (bjtu.edu.cn)

2019 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Wenjia Niu

2019 – Present

Coauthor

Endong Tong

2019 – Present

Coauthor

Jiqiang Liu

2016 – Present

Expertise

AI Security

2016 – Present

Publications

Improving the Robustness of Pedestrian Detection in Autonomous Driving With Generative Data Augmentation
Yalun Wu, Yingxiao Xiang, Endong Tong, Yuqi Ye, Zhibo Cui, Yunzhe Tian, Lejun Zhang, Jiqiang Liu, Zhen Han, Wenjia Niu
- IEEE Netw. 2024
- Readers: Everyone
A Mutual Information-Based Assessment of Reverse Engineering on Rewards of Reinforcement Learning
Tong Chen, Jiqiang Liu, Thar Baker, Yalun Wu, Yingxiao Xiang, Yike Li, Wenjia Niu, Endong Tong, Albert Y. Zomaya
- IEEE Trans. Artif. Intell. 2023
- Readers: Everyone
Multiagent Reinforcement Learning-Based Signal Planning for Resisting Congestion Attack in Green Transportation
Yike Li, Wenjia Niu, Yunzhe Tian, Tong Chen, Zhiqiang Xie, Yalun Wu, Yingxiao Xiang, Endong Tong, Thar Baker, Jiqiang Liu
- IEEE Trans. Green Commun. Netw. 2022
- Readers: Everyone
Toward Blockchain-Based Spoofing Defense for Controlled Optimization of Phases in Traffic Signal System
Yingxiao Xiang, Chao Li, Tong Chen, Yike Li, Endong Tong, Wenjia Niu, Qiong Li, Jiqiang Liu, Wei Wang
- IEICE Trans. Inf. Syst. 2022
- Readers: Everyone
Security Analysis of Poisoning Attacks Against Multi-agent Reinforcement Learning
Zhiqiang Xie, Yingxiao Xiang, Yike Li, Shuang Zhao, Endong Tong, Wenjia Niu, Jiqiang Liu, Jian Wang
- ICA3PP (1) 2021
- Readers: Everyone
Adversarial retraining attack of asynchronous advantage actor-critic based pathfinding
Tong Chen, Jiqiang Liu, Yingxiao Xiang, Wenjia Niu, Endong Tong, Shuoru Wang, He Li, Liang Chang, Gang Li, Qi Alfred Chen
- 2021 (modified: 09 Nov 2022)
- Int. J. Intell. Syst. 2021
- Readers: Everyone
Protecting Reward Function of Reinforcement Learning via Minimal and Non-catastrophic Adversarial Trajectory
Tong Chen, Yingxiao Xiang, Yike Li, Yunzhe Tian, Endong Tong, Wenjia Niu, Jiqiang Liu, Gang Li, Qi Alfred Chen
- 2021 (modified: 09 Nov 2022)
- SRDS 2021
- Readers: Everyone
Explainable Congestion Attack Prediction and Software-level Reinforcement in Intelligent Traffic Signal System
Xiaojin Wang, Yingxiao Xiang, Wenjia Niu, Endong Tong, Jiqiang Liu
- ICPADS 2020
- Readers: Everyone
Constructing Optimal Sparse Decision Tree for Analying I-SIG System Attack
Xiaojin Wang, Yingxiao Xiang, Wenjia Niu, Endong Tong, Qi Alfred Chen, Gang Li, Jiqiang Liu, Long Li
- 2020 (modified: 09 Nov 2022)
- ISPA/BDCloud/SocialCom/SustainCom 2020
- Readers: Everyone
Adversarial attack and defense in reinforcement learning-from AI security view
Tong Chen, Jiqiang Liu, Yingxiao Xiang, Wenjia Niu, Endong Tong, Zhen Han
- Cybersecur. 2019
- Readers: Everyone

View all 13 publications

Co-Authors

View all 34 co-authors