Company Filing History:
Years Active: 2025
Title: Innovations by Yunhao Hu in K-nearest Neighbor Search Technology.
Introduction
Yunhao Hu is an accomplished inventor based in Shanghai, China. He has made significant contributions to the field of computer science, particularly in the area of efficient data processing. His work focuses on enhancing the speed and energy efficiency of algorithms used in large-scale data applications.
Latest Patents
Yunhao Hu holds a patent for a "Fast and energy-efficient K-nearest neighbor (KNN) search accelerator for large-scale point cloud." This innovative technology provides a framework for performing searches based on a double-segmentation-voxel-structure (DSVS). The K-nearest neighbors search algorithm is implemented on a field programmable gate array (FPGA), achieving a search speed that is 9.1 times faster than existing FPGA implementations. Additionally, this accelerator demonstrates optimal energy efficiency, outperforming state-of-the-art FPGA and GPU implementations by factors of 11.5 and 13.5, respectively.
Career Highlights
Yunhao Hu is affiliated with ShanghaiTech University, where he continues to advance research in data processing technologies. His work has garnered attention for its practical applications in various fields, including autonomous driving and robotics.
Collaborations
Yunhao Hu collaborates with Yajun Ha, contributing to the development of innovative solutions in their research endeavors.
Conclusion
Yunhao Hu's contributions to the field of K-nearest neighbor search technology exemplify the potential for innovation in data processing. His work not only enhances search efficiency but also sets new standards for energy consumption in computational applications.