I am currently a Senior Undergraduate student majoring in Computer Science and Technology at College of Intelligence and Computing, Tianjin University. I am interested in Machine Learning, Computer Vision, and Robotics. I will join the New Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences to pursue my PhD in the fall of 2025, under the guidance of Professor Zhang Zhaoxiang.
🔥 News
- 2024.05: 🎉🎉 My paper “Controllable Continual Test-Time Adaptation” has been published, and I welcome everyone to discuss it. The paper can be accessed on arXiv, and the code is available on GitHub.
📝 Publications
Controllable Continual Test-Time Adaptation
Ziqi Shi,Fan Lyu,Ye Liu,…,Wei Feng,Zhang Zhang,Liang Wang
[paper] [code] We propose $\textbf{C}$ontrollable $\textbf{Co}$ntinual $\textbf{T}$est-$\textbf{T}$ime $\textbf{A}$daptation (C-CoTTA), which explicitly prevents any single category from encroaching on others, thereby mitigating the mutual influence between categories caused by uncontrollable shifts. Moreover, our method reduces the sensitivity of model to domain transformations, thereby minimizing the magnitude of category shifts.
📖 Educations
- 2022.09 - Present, College of Intelligence and Computing, Tianjin University
💻 Internships
- 2024.04 - Present, New Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences.
📖 Service
- 2024.08 - Present, captain of the Peiyang Robot Team, Tianjin University.
- ICLR 2025 Reviewer.