I-Hsin Chung

Title: Innovations of Inventor I-Hsin Chung

Introduction

I-Hsin Chung is an accomplished inventor based in Chappaqua, NY, USA, known for his significant contributions to technology through his 17 patents. His innovative work has influenced various fields, particularly in the realm of machine learning and GPU environments.

Latest Patents

Among his most recent patents, I-Hsin Chung has developed a "System, method and recording medium for temperature-aware task scheduling." This invention provides a method for executing tasks in a multi-graphical processing unit (GPU) environment, taking into account the thermal characteristics of the GPUs. This capability enhances efficiency by optimizing task scheduling based on the operational temperatures of multiple GPUs.

Another notable patent is focused on "Transfer learning with machine learning systems." This invention describes the process of receiving a machine learning model and transforming target domain training data using a transformation function. The model is then reprogrammed based on input data and a mapping of output labels to target labels, showcasing an advanced method for adapting machine learning models to new datasets.

Career Highlights

I-Hsin Chung has a diverse professional background, having worked with prominent organizations such as IBM and National Tsing Hua University. His experience in these institutions has played a pivotal role in shaping his research and development endeavors.

Collaborations

Throughout his career, I-Hsin Chung has had the privilege to collaborate with notable professionals, including Hui-Fang Wen and David Joseph Klepacki. These collaborations have further enriched his innovative projects and contributed to his success in the field of technology.

Conclusion

In summary, I-Hsin Chung's contributions to innovation are marked by his extensive patent portfolio and collaborative spirit. His work in temperature-aware task scheduling and transfer learning reflects his commitment to advancing technology, making him a noteworthy figure in the landscape of modern inventions.