Jiatong Xie

Title: Innovations of Jiatong Xie in Artificial Intelligence

Introduction

Jiatong Xie is an accomplished inventor based in San Francisco, CA. He has made significant contributions to the field of artificial intelligence, particularly in the area of bid optimization for dynamic online content. With a total of 2 patents, his work is paving the way for more efficient online advertising strategies.

Latest Patents

Jiatong Xie's latest patents focus on artificial intelligence techniques for bid optimization. These techniques are designed for real-time bidding, specifically for dynamic online content placement. The final bid is determined based on a predicted clearing price and an initial bid. The initial bid represents a value to a prospective content provider and is computed based on campaign information. The predicted clearing price is an estimated amount paid, predicted using a model trained on historical winning bids data. A quantile regression model is employed to predict the clearing price, allowing for control over bid aggressiveness. The final bid is computed by integrating the initial bid and the predicted clearing price, enhancing the efficiency of online advertising campaigns.

Career Highlights

Jiatong Xie is currently employed at Adobe, Inc., where he continues to innovate in the field of artificial intelligence. His work has garnered attention for its practical applications in online advertising and content generation.

Collaborations

Some of Jiatong's notable coworkers include Somdeb Sarkhel and Saayan Mitra, who contribute to the collaborative environment at Adobe, Inc. Their combined expertise fosters innovation and drives advancements in technology.

Conclusion

Jiatong Xie's contributions to artificial intelligence and bid optimization are noteworthy. His patents reflect a commitment to enhancing online advertising strategies through innovative techniques. As he continues to work at Adobe, Inc., his impact on the industry is expected to grow.