I started my Ph.D. program in the summer of 2019 under the guidance of Dr. Jianhui Yue in the Computer Science Department at Michigan Technological University. My research focuses on near memory acceleration for Approximate Nearest Neighbor (ANN) search.
ANN search finds approximate nearest points in high-dimensional spaces, offering a balance between accuracy and speed. It’s widely used in fields like image retrieval and recommendation systems. Our work has centered on designing new hardware components and circuits to enable large-scale computations within memory, reducing the overhead of CPU-memory data transfers. We also implemented optimization techniques to further accelerate the search process. These contributions have significant implications for ANN research work, enhancing both performance and efficiency.
I extend my heartfelt gratitude to the Graduate School and the Graduate Dean Awards Advisory Panel for awarding me the Doctoral Finishing Fellowship. I am honored to receive this recognition, which inspires me to continue pursuing excellence in my Ph.D. studies and future endeavors. Special sincere thanks go to my advisor, Dr. Jianhui Yue, and the Department Chair, Dr. Zhenlin Wang, and everyone in the College of Computing, for their motivation, guidance, and support throughout my Ph.D. period, I deeply appreciate their encouragement.