This inventor holds 1 USPTO granted patent. Top assignees: Cornell University, The University of Texas System. Active years: 2025.
Company Filing History:
1 out of 2,948 
1 out of 5,627 
Years Active: 2025
Title: Jiangnan Cheng: Innovator in Privacy Preservation Technology
Introduction
Jiangnan Cheng is a notable inventor based in Ithaca, NY (US). He has made significant contributions to the field of data privacy through his innovative patent. His work focuses on enhancing privacy preservation for multi-dimensional data, which is increasingly important in today's data-driven world.
Latest Patents
Jiangnan Cheng holds a patent titled "Task-aware privacy preservation for multi-dimensional data." This patent describes a method performed by at least one processing device that involves applying an input data sample to an encoder of an encoder-decoder network. The process generates a corresponding latent representation, which is then combined with noise. The combined latent representation and noise are applied to a decoder to generate an estimated data sample. The parameters of the encoder and decoder are configured based on an iterative optimization process that utilizes a task loss determined from a task function relating the input data sample to a task output. This innovative approach aims to enhance the accuracy and efficiency of data privacy measures.
Career Highlights
Throughout his career, Jiangnan Cheng has worked with prestigious institutions, including Cornell University and the University of Texas System. His experience in these academic environments has allowed him to develop and refine his innovative ideas in data privacy.
Collaborations
Jiangnan Cheng has collaborated with talented individuals such as Ao Tang and Sandeep Chinchali. These partnerships have contributed to the advancement of his research and the successful development of his patent.
Conclusion
Jiangnan Cheng is a prominent inventor whose work in privacy preservation technology is paving the way for more secure data handling practices. His innovative patent demonstrates his commitment to addressing critical challenges in the field of data privacy.