Hello, my name is Wen Xiangyu. I was admitted to the Department of Computer Science and Engineering at the Chinese University of Hong Kong as a first-year Ph.D. student. Now I am studying in the CUHK REliable Computing Laboratory (CURE Lab.) and my supervisor is Prof. XU Qiang. Before this, I got my Bachelor’s and Master’s Degrees (supervised by Prof. Jiang Wei) from the University of Electronic Science and Technology of China. My research interests are about Deep learning and AI security.

🔥 News

2022.11: 🎉🎉 Won 2nd place in the International Algorithm Case Competition.

📝 Publications

TNNLS 2022

Critical Path-Based Backdoor Detection for Deep Neural Networks

Wei Jiang*, Xiangyu Wen*, Jinyu Zhan, Xupeng Wang, Ziwei Song, Chen Bian

TCAD 2021

Interpretability-guided defense against backdoor attacks to deep neural networks

Wei Jiang, Xiangyu Wen, Jinyu Zhan, Xupeng Wang, Ziwei Song

EMSOFT 2021

Work-in-Progress: Generative Strategy based Backdoor Attacks to 3D Point Clouds

Xiangyu Wen, Wei Jiang, Jinyu Zhan, Chen Bian, Ziwei Song

EMSOFT 2020

Interpretability Derived Backdoor Attacks Detection in Deep Neural Networks: Work-in-Progress

Xiangyu Wen, Wei Jiang, Jinyu Zhan, Xupeng Wang, Zhiyuan He

Optimized co-scheduling of mixed-precision neural network accelerator for real-time multitasking applications, Wei Jiang, Ziwei Song, Jinyu Zhan, Zhiyuan He, Xiangyu Wen, Ke Jiang, Journal of Systems Architecture 2020
Work-in-Progress: A Physically Realizable Backdoor Attack on 3D Point Cloud Deep Learning, Chen Bian, Wei Jiang, Jinyu Zhan, Ziwei Song, Xiangyu Wen, Hong Lei, CODES+ISSS 2021
Work-in-Progress: Critical-Weight Based Locking Scheme for DNN IP Protection in Edge Computing, Ziwei Song, Wei Jiang, Jinyu Zhan, Xiangyu Wen, Chen Bian, CODES+ISSS 2021
Heatmap-Aware Low-Cost Design to Resist Adversarial Attacks: Work-in-Progress, Zhiyuan He, Wei Jiang, Jinyu Zhan, Xupeng Wang, Xiangyu Wen, CODES+ISSS 2020

🎖 Honors and Awards

2022.11 Won 2nd. place in the International Algorithm Case Competition.
2022.08 Full Postgraduate Studentship, The Chinese University of Hong Kong.
2022.03 Won Outstanding Graduates of Sichuan Province.
2021.12 Won National Scholarship.
2021.12 Won Outstanding Graduates of University of Electronic Science and Technology of China.
2021.11 Won First Class Scholarship of 2021.
2021.06 Won Academic Newcomer Title.
2020.11 Won First Class Scholarship of 2020.
2018.12 Won Second Class Scholarship of 2018.
2018.04 Was designated as Meritorious Winner in Interdisciplinary Contest In Modeling (MCM/ICM).
2017.12 Won Second Class Scholarship of 2017.
2016.12 Won National Encouragement scholarship.

📖 Educations

2022.08 - now, as a Ph. D. Student in the Department of Computer Science and Engineering, the Chinese University of Hong Kong.
2019.09 - 2022.06, as a Master student in University of Electronic Science and Technology of China.
2015.09 - 2019.06, as a Undergraduate student in University of Electronic Science and Technology of China.

🏫 Teaching Assitants

2023.01 - 2023.04, TA of Embedded System Development and Applications (CENG4480) (Excellent TA).
2022.09 - 2022.12, TA of Embedded System Design (CENG2400).

💻 Internships

2018.12 - 2019.04, Jeejio, China.
2018.01 - 2018.08, Chengdu Lian’an, China.