Company Filing History:
Years Active: 2024-2025
Title: The Innovative Mind of Minghai Qin
Introduction
Minghai Qin is a prominent inventor based in San Mateo, CA. He has made significant contributions to the field of computer science and engineering, holding a total of 6 patents. His work focuses on enhancing the efficiency and effectiveness of computer programs through innovative methodologies.
Latest Patents
Minghai Qin's latest patents include groundbreaking technologies. One of his notable inventions is a method and system for microarchitecture-aware program sampling. This application describes methods, systems, and apparatus, including computer programs encoded on computer storage media, for microarchitecture-aware program sampling. An exemplary method includes receiving one or more traces collected from one or more microarchitectures executing a computer program for evaluating hardware configurations. It also involves training a machine learning (ML) model with multi-task learning based on the one or more traces as one or more training tasks, generating a plurality of embedded vectors representing the computer program, and updating, based on the trained ML model, the plurality of embedded vectors.
Another significant patent is related to 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, used to train deep neural networks should be stored on-chip or off-chip. The disclosed systems and methods are also used to prune the data by discarding or deleting selected instances. A system includes a hierarchical arrangement of on-chip and off-chip memories, along with a hierarchical arrangement of data selector devices that decide whether to discard data and where in the system the data is to be discarded.
Career Highlights
Minghai Qin is currently associated with Alibaba Group Holding Limited, where he continues to push the boundaries of technology and innovation. His work has garnered attention for its practical applications and potential to revolutionize the industry.
Collaborations
Minghai has collaborated with notable colleagues, including Yen-Kuang Chen and Yuanwei Fang. Their combined expertise contributes to the advancement of their projects and the overall success of their innovations.
Conclusion
Minghai Qin exemplifies the spirit of innovation in the tech industry. His contributions through patents and collaborative efforts continue to shape the future of computer science and engineering.
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.