Wenlin Chen

Research Scientist, Facebook

Joined

September 2017

Names

Wenlin Chen

Emails

****@fb.com (Confirmed)

****@gmail.com (Confirmed)

****@wustl.edu (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Research Scientist

Facebook (fb.com)

2016 – Present

PhD student

Washington University, St. Louis (wustl.edu)

2011 – 2016

Advisors, Relations & Conflicts

PhD Advisor

Yixin Chen

2011 – 2016

PhD Advisor

Kilian Q. Weinberger

2011 – 2016

Coauthor

Xiaoping Chen

2011 – 2014

Coauthor

Kilian Weinberger

2011 – 2014

Coauthor

Yixin Chen

2011 – 2014

Coauthor

Yixin Chen

2011 – 2014

Expertise

recommender system

2015 – Present

deep learning

2014 – Present

classification

2011 – Present

Publications

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- ICLR 2025 Conference Withdrawn Submission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
Wukong: Towards a Scaling Law for Large-Scale Recommendation
Buyun Zhang, Liang Luo, Yuxin Chen, Jade Nie, Xi Liu, Shen Li, Yanli Zhao, Yuchen Hao, Yantao Yao, Ellie Dingqiao Wen, Jongsoo Park, Maxim Naumov, Wenlin Chen
- ICML 2024 Poster
- Readers: Everyone
Strategies for Training Large Vocabulary Neural Language Models
Wenlin Chen, David Grangier, Michael Auli
- 2016 (modified: 16 Jul 2019)
- ACL (1) 2016
- Readers: Everyone
Compressing Convolutional Neural Networks in the Frequency Domain
Wenlin Chen, James T. Wilson, Stephen Tyree, Kilian Q. Weinberger, Yixin Chen
- 2016 (modified: 12 Nov 2022)
- KDD 2016
- Readers: Everyone
A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing
Quan Zhou, Wenlin Chen, Shiji Song, Jacob R. Gardner, Kilian Q. Weinberger, Yixin Chen
- 2015 (modified: 16 Jul 2019)
- AAAI 2015
- Readers: Everyone
Optimal Action Extraction for Random Forests and Boosted Trees
Zhicheng Cui, Wenlin Chen, Yujie He, Yixin Chen
- 2015 (modified: 16 Jul 2019)
- KDD 2015
- Readers: Everyone
Fast Distributed k-Center Clustering with Outliers on Massive Data
Gustavo Malkomes, Matt J. Kusner, Wenlin Chen, Kilian Q. Weinberger, Benjamin Moseley
- 2015 (modified: 11 Nov 2022)
- NIPS 2015
- Readers: Everyone
Compressing Neural Networks with the Hashing Trick
Wenlin Chen, James T. Wilson, Stephen Tyree, Kilian Q. Weinberger, Yixin Chen
- 2015 (modified: 11 Nov 2022)
- ICML 2015
- Readers: Everyone
Feature-Cost Sensitive Learning with Submodular Trees of Classifiers
Matt J. Kusner, Wenlin Chen, Quan Zhou, Zhixiang Eddie Xu, Kilian Q. Weinberger, Yixin Chen
- 2014 (modified: 16 Jul 2019)
- AAAI 2014
- Readers: Everyone
Fast flux discriminant for large-scale sparse nonlinear classification
Wenlin Chen, Yixin Chen, Kilian Q. Weinberger
- 2014 (modified: 12 Nov 2022)
- KDD 2014
- Readers: Everyone

View all 15 publications

Co-Authors

View all 59 co-authors