Location History:
- San Mateo, CA (US) (2022)
- Hangzhou, CN (2021 - 2023)
Company Filing History:
Years Active: 2021-2025
Title: Innovations of Chunsheng Liu
Introduction
Chunsheng Liu is a prominent inventor based in San Mateo, California. He has made significant contributions to the field of data storage and processing systems, holding a total of seven patents. His work focuses on enhancing the efficiency of deep neural networks and computational techniques.
Latest Patents
One of Liu's latest patents is titled "Hierarchical methods and systems for storing data." This invention discloses systems and methods that determine whether instances of data, such as forward activations and backward derivatives of activations, should be stored on-chip or off-chip. The systems and methods also include mechanisms for pruning data by discarding or deleting selected instances. The invention features a hierarchical arrangement of on-chip and off-chip memories, along with data selector devices that decide on data discarding.
Another notable patent is "Vector-vector multiplication techniques for processing systems." This patent describes a method for computing vector-vector multiplication or matrix-matrix multiplication on computing systems. It involves calculating a first portion of the multiplication product based on the most-significant-bit sets of two vectors. The method includes a threshold check to determine whether to compute the remaining portion of the product, optimizing computational efficiency.
Career Highlights
Chunsheng Liu is currently employed at Alibaba Group Holding Limited, where he continues to innovate in the field of data processing. His work has been instrumental in advancing technologies that support deep learning and data management.
Collaborations
Liu collaborates with talented individuals such as Zhibin Xiao and Arjun Chaudhuri, contributing to a dynamic and innovative work environment.
Conclusion
Chunsheng Liu's contributions to data storage and processing systems reflect his expertise and commitment to innovation. His patents demonstrate a forward-thinking approach to technology that continues to influence the industry.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.