This inventor holds 2 USPTO granted patents and 2 published patent applications. Top assignee: Google Inc.. Active years: 2022-2026.
Company Filing History:
Years Active: 2022-2026
Title: HyoukJoong Lee: Innovator in Neural Network Training
Introduction
HyoukJoong Lee is a prominent inventor based in Millbrae, CA (US). He has made significant contributions to the field of artificial intelligence, particularly in the training of giant neural networks. His innovative approaches have the potential to enhance the efficiency and effectiveness of machine learning processes.
Latest Patents
HyoukJoong Lee holds a patent for "Training giant neural networks using pipeline parallelism." This patent encompasses methods, systems, and apparatus, including computer programs encoded on computer storage media, for training giant neural networks. One of the methods involves obtaining data that specifies a partitioning of the neural network into N composite layers, which form a sequence of composite layers. Each composite layer comprises a distinct plurality of layers from the multiple network layers of the neural network. The process includes obtaining data that assigns each of the N composite layers to one or more computing devices from a set of N computing devices. Additionally, it involves partitioning a mini-batch of training examples into a plurality of micro-batches and training the neural network through forward and backward passes until output activations and gradients have been computed.
Career Highlights
HyoukJoong Lee is currently employed at Google Inc., where he continues to push the boundaries of technology and innovation. His work focuses on improving the training processes of neural networks, which are crucial for various applications in artificial intelligence.
Collaborations
HyoukJoong Lee has collaborated with notable colleagues, including Yanping Huang and Youlong Cheng. These partnerships have fostered a collaborative environment that encourages the exchange of ideas and advancements in technology.
Conclusion
HyoukJoong Lee's contributions to the field of neural networks exemplify the spirit of innovation and the pursuit of excellence in technology. His work not only advances the capabilities of artificial intelligence but also sets a foundation for future developments in the field.