Jun Sun

Title: Innovations and Contributions of Inventor Jun Sun

Introduction

Jun Sun is a notable inventor based in Wuxi, China, recognized for his contributions to technology and environmental protection. He holds a total of five patents, showcasing his innovative approach to solving complex problems. His work primarily focuses on advancements in text classification and air quality prediction.

Latest Patents

One of Jun Sun's latest patents is the "Text classification backdoor attack prediction method, system, and device." This invention provides a method for predicting backdoor attacks in text classification systems. It involves training a pretraining model with a clean training set to create a clean model, generating a pseudo label data set, and performing multi-task training on a Sequence-to-Sequence model. The method allows for dynamic prediction of backdoor attack locations in text sequences, enhancing the model's performance without manual intervention.

Another significant patent is the "Deep spatial-temporal similarity method for air quality prediction." This method effectively combines temporal changes in air pollution with spatial diffusion relationships to predict air quality-related indexes. By utilizing a long short term memory network (LSTM) model and support vector regression (SVR) integration, the method improves the accuracy of air quality predictions by selecting highly relevant data.

Career Highlights

Jun Sun has worked with prominent organizations, including Jiangnan University and CSMC Technologies Fab2 Co., Ltd. His experience in these institutions has contributed to his expertise in the fields of technology and environmental science.

Collaborations

Throughout his career, Jun Sun has collaborated with notable colleagues such as Wei Fang and Xiaojun Wu. These partnerships have fostered innovation and the development of groundbreaking technologies.

Conclusion

Jun Sun's innovative patents and contributions to technology and environmental protection highlight his role as a significant inventor. His work continues to influence advancements in various fields, making a lasting impact on society.