Jianyu Zhang

Joined

May 2023

Names

Jianyu Zhang (Preferred)

Emails

****@mail.sustech.edu.cn (Confirmed)

Personal Links

Career & Education History

Undergrad student

Biomedical Engineering, Southern University of Science and Technology (mail.sustech.edu.cn)

2021 – 2025

Advisors, Relations & Conflicts

Coauthor

2022 – 2025

Expertise

EEG

,

NeuroScience

,

Deep Learning

Present

Publications

Generalization Error Bound via Embedding Dimension and Network Lipschitz Constant
Junjie Yu, Zhuoli Ouyang, Haotian Deng, Chen Wei, Wenxiao Ma, Jianyu Zhang, Zihan Deng, Yi Guo, Quanying Liu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Scale-Invariance in AI Representation Predicts AI-Brain Alignment
Junjie Yu, Wenxiao Ma, Chen Wei, Jianyu Zhang, Haotian Deng, Zihan Deng, Yi Guo, Quanying Liu
- Submitted to ICLR 2026
- Readers: Everyone
Dimensionality and Topological Stability of Neural Representations in the Human Brain Predict Learning Outcomes
Junjie Yu, Zihan Deng, Wenxiao Ma, Zhuoli Ouyang, Jianyu Zhang, Yi Guo, Quanying Liu
- NeurIPS2025-AI4Science Spotlight
- Readers: Everyone
Dynamic Compression Strategies for Uniform Low-Dimensional Representations in Human Brain and Neural Network
Junjie Yu, Jianyu Zhang, Wenxiao Ma, Xinyu Mou, Yue Wang, Zihan Deng, Yi Guo, Quanying Liu
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Understanding the Connection between Low-Dimensional Representation and Generalization via Interpolation
Junjie Yu, Zihan Deng, Wenxiao Ma, Xinyu Mou, Jianyu Zhang, Quanying Liu
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone

Co-Authors