Heng Liu

Title: Heng Liu: Innovator in Graph Neural Networks and Adhesive Technologies

Introduction

Heng Liu is a prominent inventor based in Hangzhou, China, known for his contributions to technology and materials science. With a total of five patents to his name, Liu has made significant advancements in the fields of graph neural networks and pressure-sensitive adhesives. His innovative work has garnered attention in both academic and industrial circles.

Latest Patents

One of Liu's latest patents is the "Programmable access engine architecture for graph neural network and graph application." This invention describes methods and systems for accessing attribute data in graph neural network (GNN) processing. The system includes multiple cores, each equipped with a key-value fetcher and a filter, which are programmable via a software interface to support various data formats of GNN attribute data. This architecture enhances the efficiency of data access in GNN applications.

Another notable patent is the "Pressure-sensitive adhesive composition and pressure-sensitive adhesive tape." This invention provides a unique pressure-sensitive adhesive composition that includes an acrylic copolymer and a crosslinking agent. The composition is designed to maintain its adhesiveness over time and is effective in both hot and cold weather conditions. The invention also includes a method for preparing the adhesive tape, showcasing Liu's expertise in material science.

Career Highlights

Heng Liu has worked with notable companies such as Cainiao Smart Logistics Holding Limited and Alibaba Damo (Hangzhou) Technology Co., Ltd. His experience in these organizations has allowed him to apply his innovative ideas in practical settings, contributing to advancements in logistics and technology.

Collaborations

Liu has collaborated with talented individuals in his field, including Lijun Zhu and Ruipeng Luan. These partnerships have fostered a creative environment that encourages the exchange of ideas and the development of groundbreaking technologies.

Conclusion

Heng Liu's contributions to the fields of graph neural networks and adhesive technologies highlight his innovative spirit and dedication to advancing technology. His patents reflect a commitment to solving complex problems and improving existing systems. Liu's work continues to inspire future innovations in these critical areas.