Honzhong Zheng

Title: Honzhong Zheng: Innovator in Graph Node Sampling Technology

Introduction

Honzhong Zheng is a notable inventor based in Los Gatos, California. He has made significant contributions to the field of computer science, particularly in the area of graph neural networks. His innovative work has led to the development of a unique patent that addresses key challenges in data processing.

Latest Patents

Honzhong Zheng holds a patent for a "System for graph node sampling and method implemented by computer." This patent describes a system where structural information of nodes in a graph neural network is stored in a set of data structures, while the attribute data of the nodes is stored in another set. The system includes a sampling unit that performs node sampling by selecting, reading, and collecting attribute data of a sampled node and its neighboring nodes. This method is designed to save bandwidth consumed by node sampling in large applications, making it particularly valuable for graph neural networks.

Career Highlights

Zheng is currently employed at Alibaba (China) Co., Ltd., where he continues to work on innovative technologies. His expertise in graph neural networks and data structures has positioned him as a key player in his field. His contributions have not only advanced the technology but also provided practical solutions for data management in complex systems.

Collaborations

Honzhong Zheng has collaborated with talented individuals such as Tianchan Guan and Dimin Niu. These collaborations have fostered an environment of innovation and creativity, leading to advancements in their respective projects.

Conclusion

Honzhong Zheng is a prominent inventor whose work in graph node sampling technology has made a significant impact in the field of computer science. His patent and ongoing contributions at Alibaba highlight his commitment to innovation and excellence.