Houyi Li

Title: Innovations of Houyi Li in Graph Neural Networks

Introduction

Houyi Li is a prominent inventor based in Hangzhou, China. He has made significant contributions to the field of graph neural networks, showcasing his expertise through his innovative patents. With a total of two patents to his name, Li is recognized for his advancements in training methods and systems for graph neural networks.

Latest Patents

Li's latest patents focus on methods, systems, and apparatus for training a graph neural network. One example method involves obtaining a complete graph and dividing it into a plurality of subgraphs. The process includes obtaining a training graph based on selecting at least one subgraph from the plurality of subgraphs. Additionally, it involves obtaining a node feature vector for each node in the training graph and determining a loss function based on node labels and node fusion vectors. This iterative training process aims to optimize the loss function and update the parameter values of the graph neural network.

Career Highlights

Houyi Li is currently employed at Alipay (Hangzhou) Information Technology Co., Ltd. His work at this leading technology company has allowed him to further develop his innovative ideas and contribute to advancements in the field of artificial intelligence.

Collaborations

Li collaborates with Changhua He, a fellow innovator in the field. Their partnership enhances the potential for groundbreaking developments in graph neural network technologies.

Conclusion

Houyi Li's contributions to graph neural networks through his patents and work at Alipay highlight his role as a key innovator in the technology sector. His advancements are paving the way for future developments in artificial intelligence and machine learning.