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Yaoyu Zhang
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2020 – today
- 2024
- [j15]Gehui Xu
, Yaoyu Zhang
Enable Microgrid Energy Management: A Graph Based Aggregative Game Approach. IEEE Trans. Netw. Sci. Eng. 11(5): 5099-5113 (2024) - [i35]Zhi-Qin John Xu, Junjie Yao, Yuxiao Yi, Liangkai Hang, Weinan E, Yaoyu Zhang, Tianhan Zhang:
Solving multiscale dynamical systems by deep learning. CoRR abs/2401.01220 (2024) - [i34]Zhongwang Zhang, Pengxiao Lin, Zhiwei Wang, Yaoyu Zhang, Zhi-Qin John Xu:
Initialization is Critical to Whether Transformers Fit Composite Functions by Inference or Memorizing. CoRR abs/2405.05409 (2024) - [i33]Zhiwei Bai, Jiajie Zhao, Yaoyu Zhang:
Connectivity Shapes Implicit Regularization in Matrix Factorization Models for Matrix Completion. CoRR abs/2405.13721 (2024) - [i32]Jiajie Zhao, Zhiwei Bai, Yaoyu Zhang:
Disentangle Sample Size and Initialization Effect on Perfect Generalization for Single-Neuron Target. CoRR abs/2405.13787 (2024) - [i31]Zhiwei Wang, Yunji Wang, Zhongwang Zhang, Zhangchen Zhou, Hui Jin, Tianyang Hu, Jiacheng Sun, Zhenguo Li, Yaoyu Zhang, Zhi-Qin John Xu:
Towards Understanding How Transformer Perform Multi-step Reasoning with Matching Operation. CoRR abs/2405.15302 (2024) - [i30]Zhangchen Zhou, Yaoyu Zhang, Zhi-Qin John Xu:
A rationale from frequency perspective for grokking in training neural network. CoRR abs/2405.17479 (2024) - [i29]Leyang Zhang, Yaoyu Zhang, Tao Luo:
Geometry of Critical Sets and Existence of Saddle Branches for Two-layer Neural Networks. CoRR abs/2405.17501 (2024) - [i28]Yaoyu Zhang, Leyang Zhang, Zhongwang Zhang, Zhiwei Bai:
Local Linear Recovery Guarantee of Deep Neural Networks at Overparameterization. CoRR abs/2406.18035 (2024) - 2023
- [j14]Sijie Tian
Time series classification, augmentation and artificial-intelligence-enabled software for emergency response in freight transportation fires. Expert Syst. Appl. 233: 120914 (2023) - [j13]Yaoyu Zhang
The optimal dynamic regret for smoothed online convex optimization with squared l2 norm switching costs. J. Frankl. Inst. 360(6): 4297-4330 (2023) - [j12]Ou Sha, Hongyu Zhang, Jing Bai, Yaoyu Zhang, Jianbai Yang:
The analysis of the structural parameter influences on measurement errors in a binocular 3D reconstruction system: a portable 3D system. PeerJ Comput. Sci. 9: e1610 (2023) - [j11]Leyang Zhang, Zhi-Qin John Xu, Tao Luo, Yaoyu Zhang:
Limitation of Characterizing Implicit Regularization by Data-independent Functions. Trans. Mach. Learn. Res. 2023 (2023) - [c14]Jian Sun
Effective Risk-limiting Carbon Emission Aware Economic Dispatch: An Algorithmic Perspective. e-Energy 2023: 84-98 - [c13]Yaoyu Zhang
Research on Product Sales Forecasting Based on Online Reviews and Data Mining. ICIBE 2023: 100-105 - [i27]Yaoyu Zhang, Zhongwang Zhang, Leyang Zhang, Zhiwei Bai, Tao Luo, Zhi-Qin John Xu:
Optimistic Estimate Uncovers the Potential of Nonlinear Models. CoRR abs/2307.08921 (2023) - [i26]Leyang Zhang, Yaoyu Zhang, Tao Luo:
Structure and Gradient Dynamics Near Global Minima of Two-layer Neural Networks. CoRR abs/2309.00508 (2023) - 2022
- [j10]Yaoyu Zhang
Vehicle-to-Grid Coordination via Mean Field Game. IEEE Control. Syst. Lett. 6: 2084-2089 (2022) - [j9]Yaoyu Zhang, Jiarui Zhang, Han Zhang:
The Automatic Generation of Smart Contract Based on Configuration in the Field of Government Services. IEICE Trans. Inf. Syst. 105-D(12): 2066-2074 (2022) - [j8]Tao Luo
On the Exact Computation of Linear Frequency Principle Dynamics and Its Generalization. SIAM J. Math. Data Sci. 4(4): 1272-1292 (2022) - [c12]Qingsong Liu, Yaoyu Zhang:
Optimal Dynamic Regret for Online Convex Optimization with Squared l2 Norm Switching Cost. ACC 2022: 2104-2109 - [c11]Yaoyu Zhang, Yuhan Kang, Chenye Wu, Jian Shi, Dan Wang
Carbon Emission-Aware Storage Control via Mean Field Game Coordination. CDC 2022: 5544-5549 - [c10]Qingsong Liu, Yaoyu Zhang:
Learning to Caching Under the Partial-feedback Regime. CNSM 2022: 154-162 - [c9]Yujie Hu
Study of functional and metabolic changes in subregions of precuneus in mild cognitive impairment patients using hybrid FDG-PET/fMRI. ICBBE 2022: 108-112 - [c8]Tao Luo, Zheng Ma, Zhiwei Wang, Zhiqin John Xu, Yaoyu Zhang:
An Upper Limit of Decaying Rate with Respect to Frequency in Linear Frequency Principle Model. MSML 2022: 205-214 - [c7]Hanxu Zhou, Qixuan Zhou, Zhenyuan Jin, Tao Luo, Yaoyu Zhang, Zhi-Qin John Xu:
Empirical Phase Diagram for Three-layer Neural Networks with Infinite Width. NeurIPS 2022 - [c6]Hanxu Zhou, Qixuan Zhou, Tao Luo, Yaoyu Zhang, Zhi-Qin John Xu:
Towards Understanding the Condensation of Neural Networks at Initial Training. NeurIPS 2022 - [i25]Zhiwei Wang, Yaoyu Zhang, Yiguang Ju, Weinan E, Zhi-Qin John Xu, Tianhan Zhang:
A deep learning-based model reduction (DeePMR) method for simplifying chemical kinetics. CoRR abs/2201.02025 (2022) - [i24]Tianhan Zhang, Yuxiao Yi, Yifan Xu, Zhi X. Chen, Yaoyu Zhang, Weinan E, Zhi-Qin John Xu:
A multi-scale sampling method for accurate and robust deep neural network to predict combustion chemical kinetics. CoRR abs/2201.03549 (2022) - [i23]Zhi-Qin John Xu, Yaoyu Zhang, Tao Luo:
Overview frequency principle/spectral bias in deep learning. CoRR abs/2201.07395 (2022) - [i22]Leyang Zhang, Zhi-Qin John Xu, Tao Luo, Yaoyu Zhang:
Limitation of characterizing implicit regularization by data-independent functions. CoRR abs/2201.12198 (2022) - [i21]Hanxu Zhou, Qixuan Zhou, Zhenyuan Jin, Tao Luo, Yaoyu Zhang, Zhi-Qin John Xu:
Empirical Phase Diagram for Three-layer Neural Networks with Infinite Width. CoRR abs/2205.12101 (2022) - [i20]Zhiwei Bai, Tao Luo, Zhi-Qin John Xu, Yaoyu Zhang:
Embedding Principle in Depth for the Loss Landscape Analysis of Deep Neural Networks. CoRR abs/2205.13283 (2022) - [i19]Yaoyu Zhang, Zhongwang Zhang, Leyang Zhang, Zhiwei Bai, Tao Luo, Zhi-Qin John Xu:
Linear Stability Hypothesis and Rank Stratification for Nonlinear Models. CoRR abs/2211.11623 (2022) - 2021
- [j7]Tao Luo, Zhi-Qin John Xu, Zheng Ma, Yaoyu Zhang:
Phase Diagram for Two-layer ReLU Neural Networks at Infinite-width Limit. J. Mach. Learn. Res. 22: 71:1-71:47 (2021) - [c5]Ziyun Guan, Miao Zhang, Yaoyu Zhang, Biao Li, Yao Li:
Distinct Functional and Metabolic Alterations of DMN Subsystems in Alzheimer's Disease: A Simultaneous FDG-PET/fMRI Study. EMBC 2021: 3443-3446 - [c4]Wanqing Sun, Miao Zhang, Yaoyu Zhang, Biao Li, Yao Li:
Brain Intrinsic Functional Activity in Relation to Metabolic Changes in Alzheimer's Disease: A Simultaneous PET/fMRI study. EMBC 2021: 3467-3470 - [c3]Yaoyu Zhang, Zhongwang Zhang, Tao Luo, Zhi-Qin John Xu:
Embedding Principle of Loss Landscape of Deep Neural Networks. NeurIPS 2021: 14848-14859 - [i18]Yaoyu Zhang, Tao Luo, Zheng Ma, Zhi-Qin John Xu:
Linear Frequency Principle Model to Understand the Absence of Overfitting in Neural Networks. CoRR abs/2102.00200 (2021) - [i17]Tao Luo, Zheng Ma, Zhiwei Wang, Zhi-Qin John Xu, Yaoyu Zhang:
An Upper Limit of Decaying Rate with Respect to Frequency in Deep Neural Network. CoRR abs/2105.11675 (2021) - [i16]Zhi-Qin John Xu, Hanxu Zhou, Tao Luo, Yaoyu Zhang:
Towards Understanding the Condensation of Two-layer Neural Networks at Initial Training. CoRR abs/2105.11686 (2021) - [i15]Yaoyu Zhang, Zhongwang Zhang, Tao Luo, Zhi-Qin John Xu:
Embedding Principle of Loss Landscape of Deep Neural Networks. CoRR abs/2105.14573 (2021) - [i14]Lulu Zhang, Tao Luo, Yaoyu Zhang, Zhi-Qin John Xu, Zheng Ma:
MOD-Net: A Machine Learning Approach via Model-Operator-Data Network for Solving PDEs. CoRR abs/2107.03673 (2021) - [i13]Lulu Zhang, Zhi-Qin John Xu, Yaoyu Zhang:
Data-informed Deep Optimization. CoRR abs/2107.08166 (2021) - [i12]Yaoyu Zhang, Yuqing Li, Zhongwang Zhang, Tao Luo, Zhi-Qin John Xu:
Embedding Principle: a hierarchical structure of loss landscape of deep neural networks. CoRR abs/2111.15527 (2021) - 2020
- [j6]Zhen Shi
Research and Experiment of Repairable Space Telescope Interface System. IEEE Access 8: 225097-225108 (2020) - [c2]Yaoyu Zhang, Zhi-Qin John Xu, Tao Luo, Zheng Ma:
A type of generalization error induced by initialization in deep neural networks. MSML 2020: 144-164 - [i11]Jihong Wang, Zhi-Qin John Xu, Jiwei Zhang, Yaoyu Zhang:
Implicit bias with Ritz-Galerkin method in understanding deep learning for solving PDEs. CoRR abs/2002.07989 (2020) - [i10]Tao Luo, Zhi-Qin John Xu, Zheng Ma, Yaoyu Zhang:
Phase diagram for two-layer ReLU neural networks at infinite-width limit. CoRR abs/2007.07497 (2020) - [i9]Tao Luo, Zheng Ma, Zhi-Qin John Xu, Yaoyu Zhang:
On the exact computation of linear frequency principle dynamics and its generalization. CoRR abs/2010.08153 (2020) - [i8]Tao Luo, Zheng Ma, Zhiwei Wang, Zhi-Qin John Xu, Yaoyu Zhang:
Fourier-domain Variational Formulation and Its Well-posedness for Supervised Learning. CoRR abs/2012.03238 (2020) - [i7]Tianhan Zhang, Yaoyu Zhang, Weinan E, Yiguang Ju:
A deep learning-based ODE solver for chemical kinetics. CoRR abs/2012.12654 (2020)
2010 – 2019
- 2019
- [c1]Zhi-Qin John Xu, Yaoyu Zhang
Training Behavior of Deep Neural Network in Frequency Domain. ICONIP (1) 2019: 264-274 - [i6]Zhi-Qin John Xu
Frequency Principle: Fourier Analysis Sheds Light on Deep Neural Networks. CoRR abs/1901.06523 (2019) - [i5]Yaoyu Zhang, Zhi-Qin John Xu
A type of generalization error induced by initialization in deep neural networks. CoRR abs/1905.07777 (2019) - [i4]Yaoyu Zhang, Zhi-Qin John Xu, Tao Luo, Zheng Ma:
Explicitizing an Implicit Bias of the Frequency Principle in Two-layer Neural Networks. CoRR abs/1905.10264 (2019) - [i3]Tao Luo, Zheng Ma, Zhi-Qin John Xu, Yaoyu Zhang:
Theory of the Frequency Principle for General Deep Neural Networks. CoRR abs/1906.09235 (2019) - [i2]Jian Sun, Yaoyu Zhang, Yang Yu, Chenye Wu:
Storage Control for Carbon Emission Reduction: Opportunities and Challenges. CoRR abs/1912.10464 (2019) - 2018
- [i1]Zhi-Qin John Xu
Training behavior of deep neural network in frequency domain. CoRR abs/1807.01251 (2018) - 2017
- [j5]Yaoyu Zhang, Yanyang Xiao
Spike-Triggered Regression for Synaptic Connectivity Reconstruction in Neuronal Networks. Frontiers Comput. Neurosci. 11: 101 (2017) - 2016
- [j4]Yuhui Chai
Direct detection of optogenetically evoked oscillatory neuronal electrical activity in rats using SLOE sequence. NeuroImage 125: 533-543 (2016) - 2014
- [j3]Douglas Zhou
Analysis of sampling artifacts on the Granger causality analysis for topology extraction of neuronal dynamics. Frontiers Comput. Neurosci. 8: 75 (2014) - 2013
- [j2]Chao Lv, Maode Ma, Hui Li, Jianfeng Ma, Yaoyu Zhang:
An novel three-party authenticated key exchange protocol using one-time key. J. Netw. Comput. Appl. 36(1): 498-503 (2013) - 2012
- [j1]Chao Lv, Hui Li, Jianfeng Ma, Yaoyu Zhang:
Vulnerability analysis of elliptic curve cryptography-based RFID authentication protocols. Trans. Emerg. Telecommun. Technol. 23(7): 618-624 (2012)
Coauthor Index
aka: Zhiqin John Xu
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