Xinyan Li

Senior AI Scientist, IQVIA

Joined

December 2019

Names

Xinyan Li

Emails

****@umn.edu (Confirmed)

****@iqvia.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Senior AI Scientist

IQVIA (iqvia.com)

2024 – Present

Machine Learning Scientist

IQVIA (iqvia.com)

2022 – 2024

PhD student

University of Minnesota, Minneapolis (umn.edu)

2014 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Arindam Banerjee

2017 – Present

Expertise

No areas of expertise listed

Publications

Stability Based Generalization Bounds for Exponential Family Langevin Dynamics
Arindam Banerjee, Tiancong Chen, Xinyan Li, Yingxue Zhou
- 2022 (modified: 06 Nov 2022)
- ICML 2022
- Readers: Everyone
Stability Based Generalization Bounds for Exponential Family Langevin Dynamics
Arindam Banerjee, Tiancong Chen, Xinyan Li, Yingxue Zhou
- 2022 (modified: 06 Nov 2022)
- CoRR 2022
- Readers: Everyone
Learning and Dynamical Models for Sub-seasonal Climate Forecasting: Comparison and Collaboration
Sijie He, Xinyan Li, Laurie Trenary, Benjamin A. Cash, Timothy DelSole, Arindam Banerjee
- 2022 (modified: 24 Apr 2023)
- AAAI 2022
- Readers: Everyone
Noisy Truncated SGD: Optimization and Generalization
Yingxue Zhou, Xinyan Li, Arindam Banerjee
- 2022 (modified: 24 Apr 2023)
- SDM 2022
- Readers: Everyone
Stability based Generalization Bounds for Exponential Family Langevin Dynamics
Arindam Banerjee, Tiancong Chen, Xinyan Li, Yingxue Zhou
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Experiments with Rich Regime Training for Deep Learning
Xinyan Li, Arindam Banerjee
- 2021 (modified: 24 Apr 2023)
- CoRR 2021
- Readers: Everyone
Noisy Truncated SGD: Optimization and Generalization
Yingxue Zhou, Xinyan Li, Arindam Banerjee
- 2021 (modified: 24 Apr 2023)
- CoRR 2021
- Readers: Everyone
Learning and Dynamical Models for Sub-seasonal Climate Forecasting: Comparison and Collaboration
Sijie He, Xinyan Li, Laurie Trenary, Benjamin A. Cash, Timothy DelSole, Arindam Banerjee
- 2021 (modified: 24 Apr 2023)
- CoRR 2021
- Readers: Everyone
Sub-Seasonal Climate Forecasting via Machine Learning: Challenges, Analysis, and Advances
Sijie He, Xinyan Li, Timothy DelSole, Pradeep Ravikumar, Arindam Banerjee
- 2021 (modified: 24 Apr 2023)
- AAAI 2021
- Readers: Everyone
Hessian based analysis of SGD for Deep Nets: Dynamics and Generalization
Xinyan Li, Qilong Gu, Yingxue Zhou, Tiancong Chen, Arindam Banerjee
- 2020 (modified: 06 Nov 2022)
- SDM 2020
- Readers: Everyone

View all 15 publications

Xinyan Li

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors