About Me
I am a second-year Ph.D. student in the Department of Computer Science and Technology, Tsinghua University, advised by Prof. Jun Zhu. Before that, I received my B.S. degree from the Department of Computer Science and Technology, Tsinghua University, and my secondary B.S. degree from the Department of Psychology, Tsinghua University, in June, 2022.
My research mainly focuses on machine learning, deep learning and their applications in computer vision, etc. Recently, I am interested in the robustness and safety of deep learning models, especially large-scale models.
News
- Our paper “Exploring the Transferability of Visual Prompting for Multimodal Large Language Models’’ has been accepted in Computer Vision and Pattern Recognition (CVPR) 2024 as Highlight (~top 2.8%).
- Our paper “Understanding the Robustness of 3D Object Detectors with Bird’s-Eye-View Representations in Autonomous Driving’’ has been accepted in Computer Vision and Pattern Recognition (CVPR) 2023.
- Our paper “To Make Yourself Invisible with Adversarial Semantic Contours’’(arxiv) has been accepted in Computer Vision and Image Understanding (CVIU).
- Our team (Yinpeng Dong, Chang Liu, Wenzhao Xiang, Yichi Zhang, Haoxing Ye) won the 1st place in the Evaluating the Adversarial Robustness of Deep Learning Model track in 2022 International Algorithm Case Competition (Feburary, 2023).