Ye Ding

Title: Ye Ding: Innovator in Multimodal Data Processing

Introduction

Ye Ding is a prominent inventor based in Guangdong, China. He has made significant contributions to the field of multimodal data processing, holding a total of 3 patents. His innovative work focuses on methods and systems that enhance the efficiency and accuracy of data analysis.

Latest Patents

Ye Ding's latest patents include a "Multimodal Fine-Grained Mixing Method and System, Device, and Storage Medium." This patent outlines a method that extracts data features from multimodal graphic and textual data. It involves performing fine-grained classification on modal information and fusing inter-modal and intra-modal information to obtain a comprehensive fusion feature. This method allows for the effective utilization of complementary characteristics of multimodal data while minimizing the influence of irrelevant information.

Another notable patent is the "Anomaly Detection Method and Apparatus for Multi-Type Data." This invention introduces an adversarial learning network that trains a generator to fit the distribution of normal training samples. It constructs an anomaly detection model that improves the accuracy of detecting anomalies in data that closely resembles normal distributions. This innovative approach addresses the challenges of anomaly detection in complex data environments.

Career Highlights

Ye Ding has worked at several esteemed institutions, including the Harbin Institute of Technology (Shenzhen) and Dongguan University of Technology. His experience in these organizations has allowed him to collaborate with leading experts in the field and contribute to groundbreaking research.

Collaborations

Throughout his career, Ye Ding has collaborated with notable colleagues, including Qing Liao and Binxing Fang. These partnerships have fostered a dynamic exchange of ideas and have been instrumental in advancing his research initiatives.

Conclusion

Ye Ding's contributions to multimodal data processing through his innovative patents highlight his role as a leading inventor in the field. His work not only enhances data analysis techniques but also paves the way for future advancements in technology.