Tianye Ding

Hi! I am currently a Research Assistant at Visual Intelligence Lab at Northeastern supervised by Prof. Huaizu Jiang and at Prof. Zhiting Hu’s Lab at UC San Diego. I graduated with B.S. Computer Science degree from Khoury College of Computer Sciences, Northeastern University.

My research interest lies in the fields of computer vision and deep learning. I’m driven by a deep curiosity surrounding the integration of human-interpretable information and knowledge within architectural frameworks, with the aim of shaping behavior and enhancing generalization capabilities across diverse applications. I am particularly motivated to unravel the nuances of architectural designs that demonstrate exceptional proficiency in learning fundamental feature representations, and investigate how we can strategically reducing model complexity without compromising robustness, while maintaining the capacity for effective problem-solving.