Company Filing History:
Years Active: 2025
Title: Innovator Profile: Wonik Seo
Introduction
Wonik Seo is a prominent inventor based in Suwon-si, South Korea. He has made significant contributions to the field of deep learning and memory management through his innovative patents. With a total of 2 patents, Seo continues to push the boundaries of technology.
Latest Patents
Seo's latest patents include a method and apparatus with unified virtual memory management. This method involves updating memory allocation information of a unified virtual memory (UVM) based on block information of model data blocks used for executing a deep learning model. It also includes performing a least recently used (LRU) eviction based on the updated memory allocation information. Another notable patent is for managing unified virtual memory by preventing the migration of a deep learning model's weight from processor memory to coprocessor memory. This method checks properties of data blocks of the UVM and ensures that weight data is stored in the main processor memory, allowing for efficient operations of the deep learning model.
Career Highlights
Seo is currently employed at Samsung Electronics Co., Ltd., where he applies his expertise in memory management and deep learning technologies. His work has been instrumental in advancing the capabilities of deep learning frameworks.
Collaborations
Seo collaborates with talented coworkers, including Sungduk Cho and Dong-Uk Ryu, who contribute to his innovative projects and research.
Conclusion
Wonik Seo is a key figure in the realm of deep learning and memory management, with his patents reflecting his commitment to innovation. His work at Samsung Electronics Co., Ltd. continues to influence the future of technology.