Zhuoning Yuan

Research Scientist, Netflix

Joined

November 2018

Names

Zhuoning Yuan (Preferred)

Emails

****@uiowa.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Research Scientist

Netflix (netflix.com)

2023 – Present

PhD student

University of Iowa (uiowa.edu)

2018 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Tianbao Yang

2018 – 2023

Expertise

Machine Learning

Present

Generative Models

Present

Diffusion Models

Present

Publications

LibAUC: A Deep Learning Library for X-Risk Optimization
Zhuoning Yuan, Dixian Zhu, Zi-Hao Qiu, Gang Li, Xuanhui Wang, Tianbao Yang
- OpenReview Archive Direct Upload
- Readers: Everyone
CLoVe: Encoding Compositional Language in Contrastive Vision-Language Models
Santiago Castro, Amir Ziai, Avneesh Saluja, Zhuoning Yuan, Rada Mihalcea
- CoRR 2024
- Readers: Everyone
Not All Semantics are Created Equal: Contrastive Self-supervised Learning with Automatic Temperature Individualization
Zi-Hao Qiu, Quanqi Hu, Zhuoning Yuan, Denny Zhou, Lijun Zhang, Tianbao Yang
- ICML 2023 Poster
- Readers: Everyone
Not All Semantics are Created Equal: Contrastive Self-supervised Learning with Automatic Temperature Individualization
Zi-Hao Qiu, Quanqi Hu, Zhuoning Yuan, Denny Zhou, Lijun Zhang, Tianbao Yang
- Published: 01 Jan 2023, Last Modified: 25 Sept 2023
- ICML 2023
- Readers: Everyone
LibAUC: A Deep Learning Library for X-Risk Optimization
Zhuoning Yuan, Dixian Zhu, Zi-Hao Qiu, Gang Li, Xuanhui Wang, Tianbao Yang
- Published: 01 Jan 2023, Last Modified: 02 Jan 2024
- KDD 2023
- Readers: Everyone
Fast Objective & Duality Gap Convergence for Non-Convex Strongly-Concave Min-Max Problems with PL Condition
Zhishuai Guo, Yan Yan, Zhuoning Yuan, Tianbao Yang
- Published: 01 Jan 2023, Last Modified: 02 Jan 2024
- J. Mach. Learn. Res. 2023
- Readers: Everyone
Memory-Based Optimization Methods for Model-Agnostic Meta-Learning and Personalized Federated Learning
Bokun Wang, Zhuoning Yuan, Yiming Ying, Tianbao Yang
- Published: 01 Jan 2023, Last Modified: 02 Jan 2024
- J. Mach. Learn. Res. 2023
- Readers: Everyone
Provable Stochastic Optimization for Global Contrastive Learning: Small Batch Does Not Harm Performance
Zhuoning Yuan, Yuexin Wu, Zi-Hao Qiu, Xianzhi Du, Lijun Zhang, Denny Zhou, Tianbao Yang
- 2022 (modified: 14 Nov 2022)
- ICML 2022
- Readers: Everyone
Compositional Training for End-to-End Deep AUC Maximization
Zhuoning Yuan, Zhishuai Guo, Nitesh V. Chawla, Tianbao Yang
- Published: 01 Jan 2022, Last Modified: 02 Jan 2024
- ICLR 2022
- Readers: Everyone
Compositional Training for End-to-End Deep AUC Maximization
Zhuoning Yuan, Zhishuai Guo, Nitesh Chawla, Tianbao Yang
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Spotlight
- Readers: Everyone

View all 22 publications

Co-Authors

View all 41 co-authors