Lian Liu

Title: Innovations of Lian Liu

Introduction

Lian Liu is an accomplished inventor based in Rancho Palos Verdes, California. He has made significant contributions to the field of recommendation systems, holding a total of four patents. His work focuses on enhancing user experience through innovative technology.

Latest Patents

Lian Liu's latest patents include an "Interest Based Recommendation System." This system allows a community of users to access a set of content items based on their interests. It generates a popularity score for each content item and creates recommendation candidates based on user interest clusters. Another notable patent is the "Interest-Based Conversational Recommendation System." This system utilizes a probabilistic pseudo-user neural network model to train a conversational recommendation system. It aims to provide real-time recommendations with high play probability through minimal conversation iterations.

Career Highlights

Lian Liu is currently employed at Roku, Inc., where he continues to develop innovative solutions in the realm of recommendation systems. His expertise in this area has positioned him as a key player in the technology industry.

Collaborations

Some of Lian Liu's coworkers include Fei Xiao and Rohit Mahto. Their collaborative efforts contribute to the advancement of technology at Roku, Inc.

Conclusion

Lian Liu's work in developing advanced recommendation systems showcases his innovative spirit and dedication to improving user experiences. His contributions are valuable assets to the technology landscape.