Cheng Li

Title: Cheng Li: Innovator in Click-Through Prediction Technology

Introduction

Cheng Li is a notable inventor based in Ann Arbor, MI (US). He has made significant contributions to the field of technology, particularly in the area of targeted content advertising. With a total of 2 patents, his work focuses on enhancing user experience through innovative machine learning models.

Latest Patents

Cheng Li's latest patents include a groundbreaking invention related to click-through prediction for targeted content. In this invention, a computing device is equipped with at least one processor and a module that operates to receive requests from a user's client device for advertisements. The module determines the probability of the user selecting a candidate advertisement using a machine learning model based on point-wise and pair-wise learning. It then calculates a candidate score for the advertisement and sends it for display if the score meets a certain threshold. This technology aims to optimize the relevance of advertisements shown to users, thereby improving engagement.

Career Highlights

Cheng Li is currently employed at Twitter, Inc., where he applies his expertise in machine learning and advertising technology. His innovative approach has positioned him as a key player in the development of targeted advertising solutions.

Collaborations

Cheng has collaborated with notable colleagues such as Yue Lu and Parag Agrawal, contributing to a dynamic work environment that fosters innovation and creativity.

Conclusion

Cheng Li's contributions to click-through prediction technology exemplify the impact of innovative thinking in the advertising industry. His work continues to shape how advertisements are targeted and displayed, enhancing user engagement and experience.