Xiao Li

PhD student, University of Michigan

Joined

May 2021

Names

Xiao Li (Preferred)

Emails

****@umich.edu (Confirmed)

****@nyu.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

University of Michigan (umich.edu)

2021 – Present

MS student

New York University (nyu.edu)

2018 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Qing Qu

2021 – Present

Expertise

No areas of expertise listed

Publications

Generalization of Diffusion Models Arises with a Balanced Representation Space
Zekai Zhang, Xiao Li, Xiang Li, Lianghe Shi, Meng Wu, Molei Tao, Qing Qu
- ICLR 2026 Poster
- Readers: Everyone
Generalization of Diffusion Models Arises from a Regularized Representation Space
Zekai Zhang, Xiang Li, Xiao Li, Molei Tao, Qing Qu
- SPIGM @ NeurIPS
- Readers: Everyone
Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling
Xiao Li, Zekai Zhang, Xiang Li, Siyi Chen, Zhihui Zhu, Peng Wang, Qing Qu
- NeurIPS 2025 poster
- Readers: Everyone
Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling
Xiao Li, Zekai Zhang, Xiang Li, Siyi Chen, Zhihui Zhu, Peng Wang, Qing Qu
- CPAL 2025 (Recent Spotlight Track)
- Readers: Everyone
Understanding Diffusion-based Representation Learning via Low-Dimensional Modeling
Xiao Li, Zekai Zhang, Xiang Li, Siyi Chen, Zhihui Zhu, Peng Wang, Qing Qu
- M3L Poster
- Readers: Everyone
Understanding Diffusion-based Representation Learning via Low-Dimensional Modeling
Xiao Li, Zekai Zhang, Xiang Li, Siyi Chen, Zhihui Zhu, Peng Wang, Qing Qu
- Submitted to ICLR 2025
- Readers: Everyone
Neural Collapse in Multi-label Learning with Pick-all-label Loss
Pengyu Li, Xiao Li, Yutong Wang, Qing Qu
- ICML 2024 Poster
- Readers: Everyone
Understanding and Improving Transfer Learning of Deep Models via Neural Collapse
Xiao Li, Sheng Liu, Jinxin Zhou, Xinyu Lu, Carlos Fernandez-Granda, Zhihui Zhu, Qing Qu
- Accepted by TMLR
- Readers: Everyone
Investigating the Catastrophic Forgetting in Multimodal Large Language Models
Yuexiang Zhai, Shengbang Tong, Xiao Li, Mu Cai, Qing Qu, Yong Jae Lee, Yi Ma
- Instruction Workshop @ NeurIPS 2023
- Readers: Everyone
A Geometric Analysis of Multi-label Learning under Pick-all-label Loss via Neural Collapse
Pengyu Li, Yutong Wang, Xiao Li, Qing Qu
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone

View all 20 publications

Co-Authors

View all 30 co-authors