Zhang, Yaoyu

10 publications

NeurIPS 2025 Embedding Principle of Homogeneous Neural Network for Classification Problem Jiahan Zhang, Yaoyu Zhang, Tao Luo

JMLR 2025 Local Linear Recovery Guarantee of Deep Neural Networks at Overparameterization Yaoyu Zhang, Leyang Zhang, Zhongwang Zhang, Zhiwei Bai

CVPR 2025 VISTREAM: Improving Computation Efficiency of Visual Streaming Perception via Law-of-Charge-Conservation Inspired Spiking Neural Network Kang You, Ziling Wei, Jing Yan, Boning Zhang, Qinghai Guo, Yaoyu Zhang, Zhezhi He

NeurIPS 2024 Connectivity Shapes Implicit Regularization in Matrix Factorization Models for Matrix Completion Zhiwei Bai, Jiajie Zhao, Yaoyu Zhang

NeurIPS 2024 Initialization Is Critical to Whether Transformers Fit Composite Functions by Reasoning or Memorizing Zhongwang Zhang, Pengxiao Lin, Zhiwei Wang, Yaoyu Zhang, Zhi-Qin John Xu

TMLR 2023 Limitation of Characterizing Implicit Regularization by Data-Independent Functions Leyang Zhang, Zhi-Qin John Xu, Tao Luo, Yaoyu Zhang

NeurIPS 2022 Empirical Phase Diagram for Three-Layer Neural Networks with Infinite Width Hanxu Zhou, Zhou Qixuan, Zhenyuan Jin, Tao Luo, Yaoyu Zhang, Zhi-Qin Xu

NeurIPS 2022 Towards Understanding the Condensation of Neural Networks at Initial Training Hanxu Zhou, Zhou Qixuan, Tao Luo, Yaoyu Zhang, Zhi-Qin Xu

NeurIPS 2021 Embedding Principle of Loss Landscape of Deep Neural Networks Yaoyu Zhang, Zhongwang Zhang, Tao Luo, Zhiqin J Xu

JMLR 2021 Phase Diagram for Two-Layer ReLU Neural Networks at Infinite-Width Limit Tao Luo, Zhi-Qin John Xu, Zheng Ma, Yaoyu Zhang