Yi Guo

Full Professor, Southern University of Science and Technology

Joined

May 2023

Names

Yi Guo (Preferred)

Emails

****@163.com (Confirmed)

Personal Links

Career & Education History

Full Professor

Southern University of Science and Technology (sustech.edu.cn)

2017 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

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- ICLR 2026 Conference Withdrawn Submission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- ICLR 2025 Conference Withdrawn Submission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
EEG-MACS: Manifold Attention and Confidence Stratification for EEG-based Cross-Center Brain Disease Diagnosis under Unreliable Annotations
Zhenxi Song, Ruihan Qin, Huixia Ren, Zhen Liang, Yi Guo, Min zhang, Zhiguo Zhang
- MM2024 Oral
- Readers: Everyone

Co-Authors