Yaoyu Zhang - RankMe

85 papers A* 6A 1B 1C 1Journal 66Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Complexity Control Facilitates Reasoning-Based Compositional Generalization in Transformers. IEEE Trans. Pattern Anal. Mach. Intell. Zhongwang Zhang, Pengxiao Lin, Zhiwei Wang, Yaoyu Zhang, Zhi-Qin John Xu
2026	J	`jnl`	Determinism in the Undetermined: Deterministic Output in Charge-Conserving Continuous-Time Neuromorphic Systems with Temporal Stochasticity. CoRR Jing Yan, Kang You, Zhezhi He, Yaoyu Zhang
2026	J	`jnl`	Towards Understanding Adam Convergence on Highly Degenerate Polynomials. CoRR Zhiwei Bai, Jiajie Zhao, Zhangchen Zhou, Zhi-Qin John Xu, Yaoyu Zhang
2025	A	`conf`	A Contrastive Diffusion-Based Network (CDNet) for Time Series Classification. ECAI Yaoyu Zhang, Chi-Guhn Lee
2025	J	`jnl`	A Contrastive Diffusion-based Network (CDNet) for Time Series Classification. CoRR Yaoyu Zhang, Chi-Guhn Lee
2025	J	`jnl`	Adaptive Preconditioners Trigger Loss Spikes in Adam. CoRR Zhiwei Bai, Zhangchen Zhou, Jiajie Zhao, Xiaolong Li, Zhiyu Li, Feiyu Xiong, Hongkang Yang, Yaoyu Zhang, Zhi-Qin John Xu
2025	J	`jnl`	An overview of condensation phenomenon in deep learning. CoRR Zhi-Qin John Xu, Yaoyu Zhang, Zhangchen Zhou
2025	J	`jnl`	Complexity Control Facilitates Reasoning-Based Compositional Generalization in Transformers. CoRR Zhongwang Zhang, Pengxiao Lin, Zhiwei Wang, Yaoyu Zhang, Zhi-Qin John Xu
2025	J	`jnl`	Embedding principle of homogeneous neural network for classification problem. CoRR Jiahan Zhang, Yaoyu Zhang, Tao Luo
2025	J	`jnl`	Improved dynamic time warping for fire safety emergency response: A robust and interpretable extension. Knowl. Based Syst. Yaoyu Zhang, Huilei Wang, Fuyu Wang, Mohammad Hamed Mozaffari, Yoon Ko, Nour Elsagan, Chi-Guhn Lee
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`	Pinching-Antenna Systems (PASS)-based Indoor Positioning. CoRR Yaoyu Zhang, Xin Sun, Jun Wang, Tianwei Hou, Anna Li, Yuanwei Liu, Arumugam Nallanathan
2025	J	`jnl`	Scalable Complexity Control Facilitates Reasoning Ability of LLMs. CoRR Liangkai Hang, Junjie Yao, Zhiwei Bai, Tianyi Chen, Yang Chen, Rongjie Diao, Hezhou Li, Pengxiao Lin, Zhiwei Wang, Cheng Xu, Zhongwang Zhang, Zhangchen Zhou, Zhiyu Li, Zehao Lin, Kai Chen, Feiyu Xiong, Yaoyu Zhang, Weinan E, Hongkang Yang, Zhi-Qin John Xu
2025	J	`jnl`	Solving multiscale dynamical systems by deep learning. Comput. Phys. Commun. Junjie Yao, Yuxiao Yi, Liangkai Hang, Weinan E, Weizong Wang, Yaoyu Zhang, Tianhan Zhang, Zhi-Qin John Xu
2025	J	`jnl`	State-dependent filtering as a mechanism toward visual robustness. Frontiers Comput. Neurosci. Jing Yan, Yunxuan Feng, Wei P. Dai, Yaoyu Zhang
2025	J	`jnl`	Uncovering Critical Sets of Deep Neural Networks via Sample-Independent Critical Lifting. CoRR Leyang Zhang, Yaoyu Zhang, Tao Luo
2025	—	`conf`	Understanding the Language Model to Solve the Symbolic Multi-Step Reasoning Problem from the Perspective of Buffer Mechanism. EMNLP (Findings) Zhiwei Wang, Yunji Wang, Zhongwang Zhang, Zhangchen Zhou, Hui Jin, Tianyang Hu, Jiacheng Sun, Zhenguo Li, Yaoyu Zhang, Zhi-Qin John Xu
2025	A*	`conf`	VISTREAM: Improving Computation Efficiency of Visual Streaming Perception via Law-of-Charge-Conservation Inspired Spiking Neural Network. CVPR Kang You, Ziling Wei, Jing Yan, Boning Zhang, Qinghai Guo, Yaoyu Zhang, Zhezhi He
2024	J	`jnl`	A rationale from frequency perspective for grokking in training neural network. CoRR Zhangchen Zhou, Yaoyu Zhang, Zhi-Qin John Xu
2024	A*	`conf`	Connectivity Shapes Implicit Regularization in Matrix Factorization Models for Matrix Completion. NeurIPS Zhiwei Bai, Jiajie Zhao, Yaoyu Zhang
2024	J	`jnl`	Connectivity Shapes Implicit Regularization in Matrix Factorization Models for Matrix Completion. CoRR Zhiwei Bai, Jiajie Zhao, Yaoyu Zhang
2024	J	`jnl`	Disentangle Sample Size and Initialization Effect on Perfect Generalization for Single-Neuron Target. CoRR Jiajie Zhao, Zhiwei Bai, Yaoyu Zhang
2024	J	`jnl`	Enable Microgrid Energy Management: A Graph Based Aggregative Game Approach. IEEE Trans. Netw. Sci. Eng. Gehui Xu, Yaoyu Zhang, Jian Sun, Guanpu Chen, Chenye Wu
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`	Initialization is Critical to Whether Transformers Fit Composite Functions by Inference or Memorizing. CoRR Zhongwang Zhang, Pengxiao Lin, Zhiwei Wang, Yaoyu Zhang, Zhi-Qin John Xu
2024	A*	`conf`	Initialization is Critical to Whether Transformers Fit Composite Functions by Reasoning or Memorizing. NeurIPS Zhongwang Zhang, Pengxiao Lin, Zhiwei Wang, Yaoyu Zhang, Zhi-Qin John Xu
2024	J	`jnl`	Local Linear Recovery Guarantee of Deep Neural Networks at Overparameterization. CoRR Yaoyu Zhang, Leyang Zhang, Zhongwang Zhang, Zhiwei Bai
2024	J	`jnl`	Optimal Caching for Partial-Observation Regime and Beyond. IEEE Trans. Serv. Comput. Zifan Jia, Qingsong Liu, Jiang Zhou, Xiaoyan Gu, Yaoyu Zhang, Bo Li, Weiping Wang
2024	J	`jnl`	Solving multiscale dynamical systems by deep learning. CoRR Zhi-Qin John Xu, Junjie Yao, Yuxiao Yi, Liangkai Hang, Weinan E, Yaoyu Zhang, Tianhan Zhang
2024	J	`jnl`	Towards Understanding How Transformer Perform Multi-step Reasoning with Matching Operation. CoRR Zhiwei Wang, Yunji Wang, Zhongwang Zhang, Zhangchen Zhou, Hui Jin, Tianyang Hu, Jiacheng Sun, Zhenguo Li, Yaoyu Zhang, Zhi-Qin John Xu
2023	—	`conf`	Effective Risk-limiting Carbon Emission Aware Economic Dispatch: An Algorithmic Perspective. e-Energy Jian Sun, Yaoyu Zhang, Chenye Wu
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	—	`conf`	Research on Product Sales Forecasting Based on Online Reviews and Data Mining. ICIBE Yaoyu Zhang, Lin Lv
2023	J	`jnl`	Structure and Gradient Dynamics Near Global Minima of Two-layer Neural Networks. CoRR Leyang Zhang, Yaoyu Zhang, Tao Luo
2023	J	`jnl`	The analysis of the structural parameter influences on measurement errors in a binocular 3D reconstruction system: a portable 3D system. PeerJ Comput. Sci. Ou Sha, Hongyu Zhang, Jing Bai, Yaoyu Zhang, Jianbai Yang
2023	J	`jnl`	The optimal dynamic regret for smoothed online convex optimization with squared l2 norm switching costs. J. Frankl. Inst. Yaoyu Zhang, Qingsong Liu, Jian Sun, Chenye Wu
2023	J	`jnl`	Time series classification, augmentation and artificial-intelligence-enabled software for emergency response in freight transportation fires. Expert Syst. Appl. Sijie Tian, Yaoyu Zhang, Yuchun Feng, Nour Elsagan, Yoon Ko, Mohammad Hamed Mozaffari, Dexen D. Z. Xi, Chi-Guhn Lee
2022	J	`jnl`	A deep learning-based model reduction (DeePMR) method for simplifying chemical kinetics. CoRR Zhiwei Wang, Yaoyu Zhang, Yiguang Ju, Weinan E, Zhi-Qin John Xu, Tianhan Zhang
2022	J	`jnl`	A multi-scale sampling method for accurate and robust deep neural network to predict combustion chemical kinetics. CoRR Tianhan Zhang, Yuxiao Yi, Yifan Xu, Zhi X. Chen, Yaoyu Zhang, Weinan E, Zhi-Qin John Xu
2022	—	`conf`	An Upper Limit of Decaying Rate with Respect to Frequency in Linear Frequency Principle Model. MSML Tao Luo, Zheng Ma, Zhiwei Wang, Zhiqin John Xu, Yaoyu Zhang
2022	—	`conf`	Carbon Emission-Aware Storage Control via Mean Field Game Coordination. CDC Yaoyu Zhang, Yuhan Kang, Chenye Wu, Jian Shi, Dan Wang, Zhu Han
2022	J	`jnl`	Embedding Principle in Depth for the Loss Landscape Analysis of Deep Neural Networks. CoRR Zhiwei Bai, Tao Luo, Zhi-Qin John Xu, Yaoyu Zhang
2022	A*	`conf`	Empirical Phase Diagram for Three-layer Neural Networks with Infinite Width. NeurIPS Hanxu Zhou, Qixuan Zhou, Zhenyuan Jin, Tao Luo, Yaoyu Zhang, Zhi-Qin John Xu
2022	J	`jnl`	Empirical Phase Diagram for Three-layer Neural Networks with Infinite Width. CoRR Hanxu Zhou, Qixuan Zhou, Zhenyuan Jin, Tao Luo, Yaoyu Zhang, Zhi-Qin John Xu
2022	B	`conf`	Learning to Caching Under the Partial-feedback Regime. CNSM Qingsong Liu, Yaoyu Zhang
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
2022	J	`jnl`	On the Exact Computation of Linear Frequency Principle Dynamics and Its Generalization. SIAM J. Math. Data Sci. Tao Luo, Zheng Ma, Zhi-Qin John Xu, Yaoyu Zhang
2022	C	`conf`	Optimal Dynamic Regret for Online Convex Optimization with Squared l2 Norm Switching Cost. ACC Qingsong Liu, Yaoyu Zhang
2022	J	`jnl`	Overview frequency principle/spectral bias in deep learning. CoRR Zhi-Qin John Xu, Yaoyu Zhang, Tao Luo
2022	—	`conf`	Study of functional and metabolic changes in subregions of precuneus in mild cognitive impairment patients using hybrid FDG-PET/fMRI. ICBBE Yujie Hu, Wanqing Sun, Miao Zhang, Yaoyu Zhang, Yao Li
2022	J	`jnl`	The Automatic Generation of Smart Contract Based on Configuration in the Field of Government Services. IEICE Trans. Inf. Syst. Yaoyu Zhang, Jiarui Zhang, Han Zhang
2022	A*	`conf`	Towards Understanding the Condensation of Neural Networks at Initial Training. NeurIPS Hanxu Zhou, Qixuan Zhou, Tao Luo, Yaoyu Zhang, Zhi-Qin John Xu
2022	J	`jnl`	Vehicle-to-Grid Coordination via Mean Field Game. IEEE Control. Syst. Lett. Yaoyu Zhang, Jian Sun, Chenye Wu
2021	J	`jnl`	An Upper Limit of Decaying Rate with Respect to Frequency in Deep Neural Network. CoRR Tao Luo, Zheng Ma, Zhiwei Wang, Zhi-Qin John Xu, Yaoyu Zhang
2021	—	`conf`	Brain Intrinsic Functional Activity in Relation to Metabolic Changes in Alzheimer's Disease: A Simultaneous PET/fMRI study. EMBC Wanqing Sun, Miao Zhang, Yaoyu Zhang, Biao Li, Yao Li
2021	J	`jnl`	Data-informed Deep Optimization. CoRR Lulu Zhang, Zhi-Qin John Xu, Yaoyu Zhang
2021	—	`conf`	Distinct Functional and Metabolic Alterations of DMN Subsystems in Alzheimer's Disease: A Simultaneous FDG-PET/fMRI Study. EMBC Ziyun Guan, Miao Zhang, Yaoyu Zhang, Biao Li, Yao Li
2021	A*	`conf`	Embedding Principle of Loss Landscape of Deep Neural Networks. NeurIPS Yaoyu Zhang, Zhongwang Zhang, Tao Luo, Zhi-Qin John Xu
2021	J	`jnl`	Embedding Principle of Loss Landscape of Deep Neural Networks. CoRR Yaoyu Zhang, Zhongwang Zhang, Tao Luo, Zhi-Qin John Xu
2021	J	`jnl`	Embedding Principle: a hierarchical structure of loss landscape of deep neural networks. CoRR Yaoyu Zhang, Yuqing Li, Zhongwang Zhang, Tao Luo, Zhi-Qin John Xu
2021	J	`jnl`	Linear Frequency Principle Model to Understand the Absence of Overfitting in Neural Networks. CoRR Yaoyu Zhang, Tao Luo, Zheng Ma, Zhi-Qin John Xu
2021	J	`jnl`	MOD-Net: A Machine Learning Approach via Model-Operator-Data Network for Solving PDEs. CoRR Lulu Zhang, Tao Luo, Yaoyu Zhang, Zhi-Qin John Xu, Zheng Ma
2021	J	`jnl`	Phase Diagram for Two-layer ReLU Neural Networks at Infinite-width Limit. J. Mach. Learn. Res. Tao Luo, Zhi-Qin John Xu, Zheng Ma, Yaoyu Zhang
2021	J	`jnl`	Towards Understanding the Condensation of Two-layer Neural Networks at Initial Training. CoRR Zhi-Qin John Xu, Hanxu Zhou, Tao Luo, Yaoyu Zhang
2020	J	`jnl`	A deep learning-based ODE solver for chemical kinetics. CoRR Tianhan Zhang, Yaoyu Zhang, Weinan E, Yiguang Ju
2020	—	`conf`	A type of generalization error induced by initialization in deep neural networks. MSML Yaoyu Zhang, Zhi-Qin John Xu, Tao Luo, Zheng Ma
2020	J	`jnl`	Fourier-domain Variational Formulation and Its Well-posedness for Supervised Learning. CoRR Tao Luo, Zheng Ma, Zhiwei Wang, Zhi-Qin John Xu, Yaoyu Zhang
2020	J	`jnl`	Implicit bias with Ritz-Galerkin method in understanding deep learning for solving PDEs. CoRR Jihong Wang, Zhi-Qin John Xu, Jiwei Zhang, Yaoyu Zhang
2020	J	`jnl`	On the exact computation of linear frequency principle dynamics and its generalization. CoRR Tao Luo, Zheng Ma, Zhi-Qin John Xu, Yaoyu Zhang
2020	J	`jnl`	Phase diagram for two-layer ReLU neural networks at infinite-width limit. CoRR Tao Luo, Zhi-Qin John Xu, Zheng Ma, Yaoyu Zhang
2020	J	`jnl`	Research and Experiment of Repairable Space Telescope Interface System. IEEE Access Zhen Shi, Weiguo Zhao, Libao Yang, Yang Xun, Qingya Li, Yaoyu Zhang
2019	J	`jnl`	A type of generalization error induced by initialization in deep neural networks. CoRR Yaoyu Zhang, Zhi-Qin John Xu, Tao Luo, Zheng Ma
2019	J	`jnl`	Explicitizing an Implicit Bias of the Frequency Principle in Two-layer Neural Networks. CoRR Yaoyu Zhang, Zhi-Qin John Xu, Tao Luo, Zheng Ma
2019	J	`jnl`	Frequency Principle: Fourier Analysis Sheds Light on Deep Neural Networks. CoRR Zhi-Qin John Xu, Yaoyu Zhang, Tao Luo, Yanyang Xiao, Zheng Ma
2019	J	`jnl`	Storage Control for Carbon Emission Reduction: Opportunities and Challenges. CoRR Jian Sun, Yaoyu Zhang, Yang Yu, Chenye Wu
2019	J	`jnl`	Theory of the Frequency Principle for General Deep Neural Networks. CoRR Tao Luo, Zheng Ma, Zhi-Qin John Xu, Yaoyu Zhang
2019	—	`conf`	Training Behavior of Deep Neural Network in Frequency Domain. ICONIP (1) Zhi-Qin John Xu, Yaoyu Zhang, Yanyang Xiao
2018	J	`jnl`	Training behavior of deep neural network in frequency domain. CoRR Zhi-Qin John Xu, Yaoyu Zhang, Yanyang Xiao
2017	J	`jnl`	Spike-Triggered Regression for Synaptic Connectivity Reconstruction in Neuronal Networks. Frontiers Comput. Neurosci. Yaoyu Zhang, Yanyang Xiao, Douglas Zhou, David Cai
2016	J	`jnl`	Direct detection of optogenetically evoked oscillatory neuronal electrical activity in rats using SLOE sequence. NeuroImage Yuhui Chai, Guoqiang Bi, Liping Wang, Fuqiang Xu, Ruiqi Wu, Xin Zhou, Bensheng Qiu, Hao Lei, Yaoyu Zhang, Jia-Hong Gao
2014	J	`jnl`	Analysis of sampling artifacts on the Granger causality analysis for topology extraction of neuronal dynamics. Frontiers Comput. Neurosci. Douglas Zhou, Yaoyu Zhang, Yanyang Xiao, David Cai
2013	J	`jnl`	An novel three-party authenticated key exchange protocol using one-time key. J. Netw. Comput. Appl. Chao Lv, Maode Ma, Hui Li, Jianfeng Ma, Yaoyu Zhang
2012	J	`jnl`	Vulnerability analysis of elliptic curve cryptography-based RFID authentication protocols. Trans. Emerg. Telecommun. Technol. Chao Lv, Hui Li, Jianfeng Ma, Yaoyu Zhang