Xinyang Yi

Software Engineer, Google

Joined

July 2019

Names

Xinyang Yi

Emails

****@google.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

ORCID

Career & Education History

Software Engineer

Google (google.com)

2016 – Present

PhD student

University of Texas, Austin (utexas.edu)

2012 – 2016

Advisors, Relations & Conflicts

PhD Advisor

Constantine Caramanis

2012 – 2016

Expertise

deep learning

recommender systems

2016 – Present

compressive sensing

high dimensional statistics

nonconvex optimization

2012 – 2016

Publications

Enhancing Online Ranking Systems via Multi-Surface Co-Training for Content Understanding
Gwendolyn Zhao, Yilin Zheng, Raghu Keshavan, Lukasz Heldt, Qian Sun, Fabio Soldo, Li Wei, Aniruddh Nath, Nikhil Khani, Weilong Yang, Dapo Omidiran, Rein Zhang, Mei Chen, Lichan Hong, Xinyang Yi
- RecSys 2025
- Readers: Everyone
Conditional Transformer Fine-Tuning by Adaptive Layer Skipping
Xingjian Zhang, Jiaxi Tang, Yang Liu, Xinyang Yi, Li Wei, Lichan Hong, Qiaozhu Mei, Ed H. Chi
- PML4LRS Poster
- Readers: Everyone
Leveraging LLM Reasoning Enhances Personalized Recommender Systems
Alicia Tsai, Adam Kraft, Long Jin, Chenwei Cai, Anahita Hosseini, Taibai Xu, Zemin Zhang, Lichan Hong, Ed H. Chi, Xinyang Yi
- CoRR 2024
- Readers: Everyone
Aligning Large Language Models with Recommendation Knowledge
Yuwei Cao, Nikhil Mehta, Xinyang Yi, Raghunandan Hulikal Keshavan, Lukasz Heldt, Lichan Hong, Ed H. Chi, Maheswaran Sathiamoorthy
- NAACL-HLT (Findings) 2024
- Readers: Everyone
Leveraging LLM Reasoning Enhances Personalized Recommender Systems
Alicia Tsai, Adam Kraft, Long Jin, Chenwei Cai, Anahita Hosseini, Taibai Xu, Zemin Zhang, Lichan Hong, Ed Huai-hsin Chi, Xinyang Yi
- ACL (Findings) 2024
- Readers: Everyone
Short-form Video Needs Long-term Interests: An Industrial Solution for Serving Large User Sequence Models
Yuening Li, Diego Uribe, Chuan He, Jiaxi Tang, Qingyun Liu, Junjie Shan, Ben Most, Kaushik Kalyan, Shuchao Bi, Xinyang Yi, Lichan Hong, Ed H. Chi, Liang Liu
- RecSys 2024
- Readers: Everyone
Better Generalization with Semantic IDs: A Case Study in Ranking for Recommendations
Anima Singh, Trung Vu, Nikhil Mehta, Raghunandan H. Keshavan, Maheswaran Sathiamoorthy, Yilin Zheng, Lichan Hong, Lukasz Heldt, Li Wei, Devansh Tandon, Ed H. Chi, Xinyang Yi
- RecSys 2024
- Readers: Everyone
Aligning Large Language Models with Recommendation Knowledge
Yuwei Cao, Nikhil Mehta, Xinyang Yi, Raghunandan H. Keshavan, Lukasz Heldt, Lichan Hong, Ed H. Chi, Maheswaran Sathiamoorthy
- CoRR 2024
- Readers: Everyone
STAR: A Simple Training-free Approach for Recommendations using Large Language Models
Dong-Ho Lee, Adam Kraft, Long Jin, Nikhil Mehta, Taibai Xu, Lichan Hong, Ed H. Chi, Xinyang Yi
- CoRR 2024
- Readers: Everyone
Online Matching: A Real-time Bandit System for Large-scale Recommendations
Xinyang Yi, Shao-Chuan Wang, Ruining He, Hariharan Chandrasekaran, Charles Wu, Lukasz Heldt, Lichan Hong, Minmin Chen, Ed H. Chi
- RecSys 2023
- Readers: Everyone

View all 59 publications

Co-Authors

View all 116 co-authors