Qiang Zhu

Title: Qiang Zhu: Innovator in Graph-Based Techniques

Introduction

Qiang Zhu is a prominent inventor based in Sunnyvale, CA, known for his contributions to the field of predictive analytics and machine learning. With a total of 4 patents, he has developed innovative techniques that leverage graph-based methodologies to enhance prediction accuracy.

Latest Patents

One of his latest patents, titled "Graph based techniques for predicting results," provides methods for determining predicted results for entities by analyzing their relatedness within a graph of nodes. This approach involves generating a graph based on the relationships between entities, where each node represents an entity. Nodes with known results are assigned those results as their values, which are then propagated to neighboring nodes based on their relatedness. This propagation allows for the determination of predicted results for entities with unknown outcomes. Additionally, various classifiers can be integrated with the propagated node values to improve the accuracy of these predictions.

Another significant patent is "Graph framework using heterogeneous social networks." In this embodiment, a supervised machine learning algorithm is employed to train a communication reply score model. This model utilizes features extracted from social networking service member profiles and their activity data. When displaying search results for members, the model generates a communication reply score based on the parsed features, which is then visually presented to the searcher.

Career Highlights

Qiang Zhu has worked with notable companies such as LinkedIn Corporation and Microsoft Technology Licensing, LLC. His experience in these organizations has allowed him to refine his skills and contribute to cutting-edge technologies in the field of data science and machine learning.

Collaborations

Throughout his career, Qiang has collaborated with talented individuals, including Keqing Liang and Peter Hume Rigano. These partnerships have fostered innovation and the development of advanced technologies in their respective fields.

Conclusion

Qiang Zhu's work in graph-based techniques and machine learning has significantly impacted predictive analytics. His innovative patents and collaborations highlight his role as a leading inventor in the technology sector.