Leyang Zhang

According to our database, Leyang Zhang authored at least 9 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Uncovering Critical Sets of Deep Neural Networks via Sample-Independent Critical Lifting.

Leyang Zhang, Yaoyu Zhang, Tao Luo

CoRR, May, 2025

Utilizing Dual-Channel Graph and Hypergraph Convolution Network to Discover Microbes Underlying Disease Traits.

Jing Chen, Leyang Zhang, Zhipan Liang

J. Chem. Inf. Model., 2025

2024

Linear Independence of Generalized Neurons and Related Functions.

Leyang Zhang

CoRR, 2024

Local Linear Recovery Guarantee of Deep Neural Networks at Overparameterization.

Yaoyu Zhang, Leyang Zhang, Zhongwang Zhang, Zhiwei Bai

CoRR, 2024

Geometry of Critical Sets and Existence of Saddle Branches for Two-layer Neural Networks.

Leyang Zhang, Yaoyu Zhang, Tao Luo

CoRR, 2024

2023

Limitation of Characterizing Implicit Regularization by Data-independent Functions.

Leyang Zhang, Zhi-Qin John Xu, Tao Luo, Yaoyu Zhang

Trans. Mach. Learn. Res., 2023

Structure and Gradient Dynamics Near Global Minima of Two-layer Neural Networks.

Leyang Zhang, Yaoyu Zhang, Tao Luo

CoRR, 2023

Optimistic Estimate Uncovers the Potential of Nonlinear Models.

Yaoyu Zhang, Zhongwang Zhang, Leyang Zhang, Zhiwei Bai, Tao Luo, Zhi-Qin John Xu

CoRR, 2023

2022

Linear Stability Hypothesis and Rank Stratification for Nonlinear Models.

Yaoyu Zhang, Zhongwang Zhang, Leyang Zhang, Zhiwei Bai, Tao Luo, Zhi-Qin John Xu

CoRR, 2022