Leyang Zhang

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Local Linear Recovery Guarantee of Deep Neural Networks at Overparameterization.
J. Mach. Learn. Res.
Yaoyu Zhang, Leyang Zhang, Zhongwang Zhang, Zhiwei Bai
2025 J jnl
Uncovering Critical Sets of Deep Neural Networks via Sample-Independent Critical Lifting.
CoRR
Leyang Zhang, Yaoyu Zhang, Tao Luo
2025 J jnl
Utilizing Dual-Channel Graph and Hypergraph Convolution Network to Discover Microbes Underlying Disease Traits.
J. Chem. Inf. Model.
Jing Chen, Leyang Zhang, Zhipan Liang
2024 J jnl
Geometry of Critical Sets and Existence of Saddle Branches for Two-layer Neural Networks.
CoRR
Leyang Zhang, Yaoyu Zhang, Tao Luo
2024 J jnl
Linear Independence of Generalized Neurons and Related Functions.
CoRR
Leyang Zhang
2024 J jnl
Local Linear Recovery Guarantee of Deep Neural Networks at Overparameterization.
CoRR
Yaoyu Zhang, Leyang Zhang, Zhongwang Zhang, Zhiwei Bai
2023 J jnl
Limitation of Characterizing Implicit Regularization by Data-independent Functions.
Trans. Mach. Learn. Res.
Leyang Zhang, Zhi-Qin John Xu, Tao Luo, Yaoyu Zhang
2023 J jnl
Optimistic Estimate Uncovers the Potential of Nonlinear Models.
CoRR
Yaoyu Zhang, Zhongwang Zhang, Leyang Zhang, Zhiwei Bai, Tao Luo, Zhi-Qin John Xu
2023 J jnl
Structure and Gradient Dynamics Near Global Minima of Two-layer Neural Networks.
CoRR
Leyang Zhang, Yaoyu Zhang, Tao Luo
2022 J jnl
Limitation of characterizing implicit regularization by data-independent functions.
CoRR
Leyang Zhang, Zhi-Qin John Xu, Tao Luo, Yaoyu Zhang
2022 J jnl
Linear Stability Hypothesis and Rank Stratification for Nonlinear Models.
CoRR
Yaoyu Zhang, Zhongwang Zhang, Leyang Zhang, Zhiwei Bai, Tao Luo, Zhi-Qin John Xu