Yingtian Zou

PhD student, National University of Singapore

Joined

August 2019

Names

Yingtian Zou (Preferred)

Emails

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

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

****@huawei.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

National University of Singapore (nus.edu.sg)

2020 – Present

Advisors, Relations & Conflicts

Coauthor

Kenji Kawaguchi

Present

Coauthor

Qianxiao Li

Present

PhD Advisor

Wynne Hsu

Present

Coauthor

Yingnan Liu

Present

Coauthor

Jiashuo Liu

Present

Coauthor

Yoshua Bengio

Present

Expertise

Machine Learning

Present

Publications

Consistent Video World Model With Geometry-Aware Rotary Position Embedding
Chendong Xiang, Jiajun Liu, Jintao Zhang, Xiao Yang, Zhengwei Fang, Shizun Wang, Zijun Wang, Yingtian Zou, Hang Su, Jun Zhu
- ICLR 2026 Workshop World Models
- Readers: Everyone
More Bang for the Buck: Process Reward Modeling with Entropy-Driven Uncertainty
Lang Cao, Renhong Chen, Yingtian Zou, Chao Peng, Huacong Xu, Yuxian Wang, Wu Ning, Qian Chen, Mofan peng, Zijie Chen, Peishuo Su, Sirui Han, Yitong Li
- Submitted to ICLR 2026
- Readers: Everyone
Towards Robust Out-of-Distribution Generalization Bounds via Sharpness
Yingtian Zou, Kenji Kawaguchi, Yingnan Liu, Jiashuo Liu, Mong-Li Lee, Wynne Hsu
- ICLR 2024 spotlight
- Readers: Everyone
MixupE: Understanding and Improving Mixup from Directional Derivative Perspective
Yingtian Zou, Vikas Verma, Sarthak Mittal, Wai Hoh Tang, Hieu Pham, Juho Kannala, Yoshua Bengio, Arno Solin, Kenji Kawaguchi
- Published: 08 May 2023, Last Modified: 22 Jun 2025
- UAI 2023
- Readers: Everyone
Unraveling Model-Agnostic Meta-Learning via The Adaptation Learning Rate
Yingtian Zou, Fusheng Liu, Qianxiao Li
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- ICLR 2022
- Readers: Everyone
Unraveling Model-Agnostic Meta-Learning via The Adaptation Learning Rate
Yingtian Zou, Fusheng Liu, Qianxiao Li
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Poster
- Readers: Everyone
Task similarity aware meta learning: theory-inspired improvement on MAML
Pan Zhou, Yingtian Zou, Xiao-Tong Yuan, Jiashi Feng, Caiming Xiong, Steven C. H. Hoi
- 2021 (modified: 18 Apr 2023)
- UAI 2021
- Readers: Everyone
PANet: Few-Shot Image Semantic Segmentation With Prototype Alignment
Kaixin Wang, Jun Hao Liew, Yingtian Zou, Daquan Zhou, Jiashi Feng
- 2019 (modified: 13 Nov 2024)
- ICCV 2019
- Readers: Everyone

Co-Authors

View all 43 co-authors