Yaoyu Zhang

According to our database, Yaoyu Zhang authored at least 57 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Enable Microgrid Energy Management: A Graph Based Aggregative Game Approach.

Gehui Xu, Yaoyu Zhang, Jian Sun, Guanpu Chen, Chenye Wu

IEEE Trans. Netw. Sci. Eng., 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

A rationale from frequency perspective for grokking in training neural network.

Zhangchen Zhou, Yaoyu Zhang, Zhi-Qin John Xu

CoRR, 2024

Towards Understanding How Transformer Perform Multi-step Reasoning with Matching Operation.

Zhiwei Wang, Yunji Wang, Zhongwang Zhang, Zhangchen Zhou, Hui Jin, Tianyang Hu, Jiacheng Sun, Zhenguo Li, Yaoyu Zhang, Zhi-Qin John Xu

CoRR, 2024

Disentangle Sample Size and Initialization Effect on Perfect Generalization for Single-Neuron Target.

Jiajie Zhao, Zhiwei Bai, Yaoyu Zhang

CoRR, 2024

Connectivity Shapes Implicit Regularization in Matrix Factorization Models for Matrix Completion.

Zhiwei Bai, Jiajie Zhao, Yaoyu Zhang

CoRR, 2024

Initialization is Critical to Whether Transformers Fit Composite Functions by Inference or Memorizing.

Zhongwang Zhang, Pengxiao Lin, Zhiwei Wang, Yaoyu Zhang, Zhi-Qin John Xu

CoRR, 2024

Solving multiscale dynamical systems by deep learning.

Zhi-Qin John Xu, Junjie Yao, Yuxiao Yi, Liangkai Hang, Weinan E, Yaoyu Zhang, Tianhan Zhang

CoRR, 2024

2023

Time series classification, augmentation and artificial-intelligence-enabled software for emergency response in freight transportation fires.

Sijie Tian, Yaoyu Zhang, Yuchun Feng, Nour Elsagan, Yoon Ko, Mohammad Hamed Mozaffari, Dexen D. Z. Xi, Chi-Guhn Lee

Expert Syst. Appl., December, 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

The analysis of the structural parameter influences on measurement errors in a binocular 3D reconstruction system: a portable 3D system.

Ou Sha, Hongyu Zhang, Jing Bai, Yaoyu Zhang, Jianbai Yang

PeerJ Comput. Sci., 2023

The optimal dynamic regret for smoothed online convex optimization with squared l2 norm switching costs.

Yaoyu Zhang, Qingsong Liu, Jian Sun, Chenye Wu

J. Frankl. Inst., 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

Research on Product Sales Forecasting Based on Online Reviews and Data Mining.

Yaoyu Zhang, Lin Lv

Proceedings of the 2023 9th International Conference on Industrial and Business Engineering, 2023

Effective Risk-limiting Carbon Emission Aware Economic Dispatch: An Algorithmic Perspective.

Jian Sun, Yaoyu Zhang, Chenye Wu

Proceedings of the 14th ACM International Conference on Future Energy Systems, 2023

2022

The Automatic Generation of Smart Contract Based on Configuration in the Field of Government Services.

Yaoyu Zhang, Jiarui Zhang, Han Zhang

IEICE Trans. Inf. Syst., December, 2022

On the Exact Computation of Linear Frequency Principle Dynamics and Its Generalization.

Tao Luo, Zheng Ma, Zhi-Qin John Xu, Yaoyu Zhang

SIAM J. Math. Data Sci., 2022

Vehicle-to-Grid Coordination via Mean Field Game.

Yaoyu Zhang, Jian Sun, Chenye Wu

IEEE Control. Syst. Lett., 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

Embedding Principle in Depth for the Loss Landscape Analysis of Deep Neural Networks.

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

CoRR, 2022

Overview frequency principle/spectral bias in deep learning.

Zhi-Qin John Xu, Yaoyu Zhang, Tao Luo

CoRR, 2022

A multi-scale sampling method for accurate and robust deep neural network to predict combustion chemical kinetics.

Tianhan Zhang, Yuxiao Yi, Yifan Xu, Zhi X. Chen, Yaoyu Zhang, Weinan E, Zhi-Qin John Xu

CoRR, 2022

A deep learning-based model reduction (DeePMR) method for simplifying chemical kinetics.

Zhiwei Wang, Yaoyu Zhang, Yiguang Ju, Weinan E, Zhi-Qin John Xu, Tianhan Zhang

CoRR, 2022

Towards Understanding the Condensation of Neural Networks at Initial Training.

Hanxu Zhou, Qixuan Zhou, Tao Luo, Yaoyu Zhang, Zhi-Qin John Xu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Empirical Phase Diagram for Three-layer Neural Networks with Infinite Width.

Hanxu Zhou, Qixuan Zhou, Zhenyuan Jin, Tao Luo, Yaoyu Zhang, Zhi-Qin John Xu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

An Upper Limit of Decaying Rate with Respect to Frequency in Linear Frequency Principle Model.

Tao Luo, Zheng Ma, Zhiwei Wang, Zhiqin John Xu, Yaoyu Zhang

Proceedings of the Mathematical and Scientific Machine Learning, 2022

Study of functional and metabolic changes in subregions of precuneus in mild cognitive impairment patients using hybrid FDG-PET/fMRI.

Yujie Hu, Wanqing Sun, Miao Zhang, Yaoyu Zhang, Yao Li

Proceedings of the 9th International Conference on Biomedical and Bioinformatics Engineering, 2022

Learning to Caching Under the Partial-feedback Regime.

Qingsong Liu, Yaoyu Zhang

Proceedings of the 18th International Conference on Network and Service Management, 2022

Carbon Emission-Aware Storage Control via Mean Field Game Coordination.

Yaoyu Zhang, Yuhan Kang, Chenye Wu, Jian Shi, Dan Wang, Zhu Han

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Optimal Dynamic Regret for Online Convex Optimization with Squared l2 Norm Switching Cost.

Qingsong Liu, Yaoyu Zhang

Proceedings of the American Control Conference, 2022

2021

Phase Diagram for Two-layer ReLU Neural Networks at Infinite-width Limit.

Tao Luo, Zhi-Qin John Xu, Zheng Ma, Yaoyu Zhang

J. Mach. Learn. Res., 2021

Embedding Principle: a hierarchical structure of loss landscape of deep neural networks.

Yaoyu Zhang, Yuqing Li, Zhongwang Zhang, Tao Luo, Zhi-Qin John Xu

CoRR, 2021

Data-informed Deep Optimization.

Lulu Zhang, Zhi-Qin John Xu, Yaoyu Zhang

CoRR, 2021

MOD-Net: A Machine Learning Approach via Model-Operator-Data Network for Solving PDEs.

Lulu Zhang, Tao Luo, Yaoyu Zhang, Zhi-Qin John Xu, Zheng Ma

CoRR, 2021

Towards Understanding the Condensation of Two-layer Neural Networks at Initial Training.

Zhi-Qin John Xu, Hanxu Zhou, Tao Luo, Yaoyu Zhang

CoRR, 2021

An Upper Limit of Decaying Rate with Respect to Frequency in Deep Neural Network.

Tao Luo, Zheng Ma, Zhiwei Wang, Zhi-Qin John Xu, Yaoyu Zhang

CoRR, 2021

Linear Frequency Principle Model to Understand the Absence of Overfitting in Neural Networks.

Yaoyu Zhang, Tao Luo, Zheng Ma, Zhi-Qin John Xu

CoRR, 2021

Embedding Principle of Loss Landscape of Deep Neural Networks.

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

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Brain Intrinsic Functional Activity in Relation to Metabolic Changes in Alzheimer's Disease: A Simultaneous PET/fMRI study.

Wanqing Sun, Miao Zhang, Yaoyu Zhang, Biao Li, Yao Li

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Distinct Functional and Metabolic Alterations of DMN Subsystems in Alzheimer's Disease: A Simultaneous FDG-PET/fMRI Study.

Ziyun Guan, Miao Zhang, Yaoyu Zhang, Biao Li, Yao Li

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

A deep learning-based ODE solver for chemical kinetics.

Tianhan Zhang, Yaoyu Zhang, Weinan E, Yiguang Ju

CoRR, 2020

Fourier-domain Variational Formulation and Its Well-posedness for Supervised Learning.

Tao Luo, Zheng Ma, Zhiwei Wang, Zhi-Qin John Xu, Yaoyu Zhang

CoRR, 2020

Implicit bias with Ritz-Galerkin method in understanding deep learning for solving PDEs.

Jihong Wang, Zhi-Qin John Xu, Jiwei Zhang, Yaoyu Zhang

CoRR, 2020

Research and Experiment of Repairable Space Telescope Interface System.

Zhen Shi, Weiguo Zhao, Libao Yang, Yang Xun, Qingya Li, Yaoyu Zhang

IEEE Access, 2020

A type of generalization error induced by initialization in deep neural networks.

Yaoyu Zhang, Zhi-Qin John Xu, Tao Luo, Zheng Ma

Proceedings of Mathematical and Scientific Machine Learning, 2020

2019

Storage Control for Carbon Emission Reduction: Opportunities and Challenges.

Jian Sun, Yaoyu Zhang, Yang Yu, Chenye Wu

CoRR, 2019

Theory of the Frequency Principle for General Deep Neural Networks.

Tao Luo, Zheng Ma, Zhi-Qin John Xu, Yaoyu Zhang

CoRR, 2019

Explicitizing an Implicit Bias of the Frequency Principle in Two-layer Neural Networks.

Yaoyu Zhang, Zhi-Qin John Xu, Tao Luo, Zheng Ma

CoRR, 2019

Frequency Principle: Fourier Analysis Sheds Light on Deep Neural Networks.

Zhi-Qin John Xu, Yaoyu Zhang, Tao Luo, Yanyang Xiao, Zheng Ma

CoRR, 2019

Training Behavior of Deep Neural Network in Frequency Domain.

Zhi-Qin John Xu, Yaoyu Zhang, Yanyang Xiao

Proceedings of the Neural Information Processing - 26th International Conference, 2019

2017

Spike-Triggered Regression for Synaptic Connectivity Reconstruction in Neuronal Networks.

Yaoyu Zhang, Yanyang Xiao, Douglas Zhou, David Cai

Frontiers Comput. Neurosci., 2017

2016

Direct detection of optogenetically evoked oscillatory neuronal electrical activity in rats using SLOE sequence.

Yuhui Chai, Guoqiang Bi, Liping Wang, Fuqiang Xu, Ruiqi Wu, Xin Zhou, Bensheng Qiu, Hao Lei, Yaoyu Zhang, Jia-Hong Gao

NeuroImage, 2016

2014

Analysis of sampling artifacts on the Granger causality analysis for topology extraction of neuronal dynamics.

Douglas Zhou, Yaoyu Zhang, Yanyang Xiao, David Cai

Frontiers Comput. Neurosci., 2014

2013

An novel three-party authenticated key exchange protocol using one-time key.

Chao Lv, Maode Ma, Hui Li, Jianfeng Ma, Yaoyu Zhang

J. Netw. Comput. Appl., 2013

2012

Vulnerability analysis of elliptic curve cryptography-based RFID authentication protocols.

Chao Lv, Hui Li, Jianfeng Ma, Yaoyu Zhang

Trans. Emerg. Telecommun. Technol., 2012