Huayu Li

Research Scientist, Meta

Joined

December 2022

Names

Huayu Li (Preferred)

Emails

****@gmail.com (Confirmed)

****@meta.com (Confirmed)

****@fb.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Research Scientist

Meta (meta.com)

2018 – Present

PhD student

University of North Carolina at Charlotte (uncc.edu)

2014 – 2018

Advisors, Relations & Conflicts

No relations added

Expertise

recommendation system

Present

user understanding

Present

deep learning

Present

Neuron Interaction

Present

Ads ranking / Ads Recommendation

Present

Publications

C2AL: Cohort-Contrastive Auxiliary Learning For Large-Scale Recommendation Systems
Mertcan Cokbas, Ziteng Liu, Zeyi Tao, Chengkai Zhang, Elder G. Veliz, Qin Huang, Ellie Dingqiao Wen, Huayu Li, Qiang Jin, Murat Duman, Benjamin Au, Guy Lebanon, Sagar Chordia
- Submitted to ICLR 2026
- Readers: Everyone
ReasonRec: A Reasoning-Augmented Multimodal Agent for Unified Recommendation
Yihua Zhang, Xi Liu, Xihuan Zeng, Mingfu Liang, Jiyan Yang, Rong Jin, Wen-Yen Chen, Yiping Han, Hao Ma, Bo Long, Huayu Li, Buyun Zhang, Liang Luo, Sijia Liu, Tianlong Chen
- ICML 2025 Workshop PRAL
- Readers: Everyone
M3C: a Multi-Domain Multi-Objective, Mixed-Modality Framework for Cost-Effective, Industry Scale Recommendation
Liang Luo, Mengyue Hang, Zhengyu Zhang, Andrew Gu, Buyun Zhang, Boyang Liu, Chen Chen, Fan Yang, Huayu Li, Jade Nie, Jiayi Xu, Jiyan Yang, Jongsoo Park, Laming Chen, Longhao Jin, Qianru Li, Qin Huang, Shali Jiang, Shiwen Shen, Shuaiwen Wang et al. (15 additional authors not shown)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Personalized TV Recommendation with Mixture Probabilistic Matrix Factorization
Huayu Li, Hengshu Zhu, Yong Ge, Yanjie Fu, Yuan Ge
- 20 Feb 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Generative Models for Mining Latent Aspects and Their Ratings from Short Reviews
Huayu Li, Rongcheng Lin, Richang Hong, Yong Ge
- 19 Feb 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
A Spatial-Temporal Probabilistic Matrix Factorization Model for Point-of-Interest Recommendation
Huayu Li, Richang Hong, Zhiang Wu, Yong Ge
- 19 Feb 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
A Relaxed Ranking-based Factor Model for Recommender System from Implicit Feedback
Huayu Li, Richang Hong, Defu Lian, Zhiang Wu, Meng Wang, Yong Ge
- 19 Feb 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Learning User’s Intrinsic and Extrinsic Interests for Point-of-Interest Recommendation: A Uniﬁed Approach
Huayu Li, Yong Ge, Defu Lian, Hao Liu
- 19 Feb 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Point-of-Interest Recommender Systems: A Separate-Space Perspective
Huayu Li, Richang Hong, Shiai Zhu, Yong Ge
- 19 Feb 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Prospecting the Career Development of Talents: A Survival Analysis Perspective
Huayu Li, Yong Ge, Hengshu Zhu, Hui Xiong, Hongke Zhao
- 19 Feb 2023
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 12 publications

Co-Authors

View all 69 co-authors