This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignees: International Business Machines Corporation, Tsinghua University. Active years: 2026.
Company Filing History:
1 out of 166,264 
1 out of 3,134 
Years Active: 2026
Title: Lei Hsiung: Innovator in Neural Network Training
Introduction
Lei Hsiung is a prominent inventor based in Kaohsiung, Taiwan. He has made significant contributions to the field of neural networks, particularly in the area of adversarial attack models. His innovative approach has garnered attention in the tech community.
Latest Patents
Hsiung holds a patent titled "Composite adversarial attack model training for neural networks." This patent focuses on systems, computer-readable media, and computer-implemented methods for training neural networks. It involves determining an attack order schedule for data samples that include multiple adversarial perturbation attacks. The process aims to generate perturbed data samples, enhancing the robustness of neural networks against adversarial attacks. He has 1 patent to his name.
Career Highlights
Throughout his career, Hsiung has worked with notable organizations, including IBM and Tsinghua University. His experience in these institutions has allowed him to collaborate with leading experts in the field and contribute to groundbreaking research.
Collaborations
One of his notable collaborators is I-Hsin Chung. Their partnership has led to advancements in the understanding and application of neural network training methodologies.
Conclusion
Lei Hsiung's work in neural network training and adversarial attack models showcases his innovative spirit and dedication to advancing technology. His contributions are paving the way for more secure and efficient neural network applications.