Shaojie Li

Postdoc, National University of Singapore

Joined

May 2021

Names

Shaojie Li (Preferred)

Emails

****@ruc.edu.cn (Confirmed)

****@nus.edu.sg (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Postdoc

National University of Singapore (nus.edu.sg)

2024 – Present

PhD student

Renmin University of China (ruc.edu.cn)

2020 – 2024

Advisors, Relations & Conflicts

Postdoc Advisor

Yunbei Xu

2024 – Present

PhD Advisor

Yong Liu

2020 – 2024

Expertise

No areas of expertise listed

Publications

High Probability Bounds for Non-Convex Stochastic Optimization with Momentum
Shaojie Li, Pengwei Tang, Bowei Zhu, Yong Liu
- ICLR 2026 Poster
- Readers: Everyone
Pointwise Generalization in Deep Neural Networks
Shaojie Li, Yunbei Xu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Stability and Sharper Risk Bounds with Convergence Rate $\tilde{O}(1/n^2)$
Bowei Zhu, Shaojie Li, Mingyang Yi, Yong Liu
- NeurIPS 2025 poster
- Readers: Everyone
Improved Risk Bounds with Unbounded Losses for Transductive Learning
Bowei Zhu, Shaojie Li, Huayi Tang, Yong Liu
- Submitted to ICLR 2025
- Readers: Everyone
Stability and Sharper Risk Bounds with Convergence Rate $O(1/n^2)$
Bowei Zhu, Shaojie Li, Yong Liu
- Submitted to ICLR 2025
- Readers: Everyone
Sharper Bounds of Non-Convex Stochastic Gradient Descent with Momentum
Shaojie Li, Pengwei Tang, Yong Liu
- Submitted to ICLR 2025
- Readers: Everyone
Stability and Sharper Risk Bounds with Convergence Rate $O(1/n^2)$
Bowei Zhu, Shaojie Li, Yong Liu
- Submitted to NeurIPS 2024
- Readers: Everyone
Algorithmic Stability Unleashed: Generalization Bounds with Unbounded Losses
Shaojie Li, Bowei Zhu, Yong Liu
- ICML 2024 Poster
- Readers: Everyone
Concentration Inequalities for General Functions of Heavy-Tailed Random Variables
Shaojie Li, Yong Liu
- ICML 2024 Spotlight
- Readers: Everyone
Uniform Localized Convergence and Sharper Generalization Bounds for Minimax Problems
Bowei Zhu, Shaojie Li, Yong Liu
- Submitted to ICLR 2024
- Readers: Everyone

View all 21 publications