Chunrui Yang

Title: Innovations by Chunrui Yang

Introduction

Chunrui Yang is a notable inventor based in Kunming, China. He has made significant contributions to the field of emergency event extraction, particularly in relation to dam safety. His innovative approach utilizes advanced mechanisms to enhance the accuracy and efficiency of identifying critical events.

Latest Patents

Chunrui Yang holds a patent for a method titled "Method for extracting dam emergency event based on dual attention mechanism." This method involves several key steps, including data preprocessing, building a dependency graph, constructing a dual attention network, and filling a document-level argument. The data preprocessing phase includes labeling a dam emergency corpus and encoding sentences. The dependency graph assists in mining syntactic relations, while the dual attention network weighs and fuses attention based on a graph transformer network (GTN) to capture essential semantic information. This innovative method addresses long-range dependency issues and significantly improves identification accuracy, thereby reducing labor costs.

Career Highlights

Chunrui Yang has worked at prominent institutions, including Hohai University and Huaneng Lancang River Hydropower Inc. His experience in these organizations has allowed him to apply his research and innovations in practical settings, contributing to advancements in dam safety and emergency management.

Collaborations

Chunrui Yang has collaborated with notable colleagues, including Yingchi Mao and Wei Sun. Their joint efforts have furthered research and development in the field of emergency event extraction.

Conclusion

Chunrui Yang's innovative methods and contributions to dam safety exemplify the importance of research and development in enhancing emergency management systems. His work not only improves identification accuracy but also reduces operational costs, showcasing the impact of innovation in critical infrastructure.