Yuning Yang

According to our database, Yuning Yang authored at least 68 papers between 2010 and 2025.

Collaborative distances:

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

2025

T-product based ℓ1-norm tensor principal component analysis and a finite-step convergence algorithm.

Xianpeng Mao, Yuning Yang

Appl. Math. Lett., 2025

A sparse optimization approach for simultaneous orthogonal tensor diagonalization.

Xinying Li, Chao Chang, Jianze Li, Yuning Yang

Appl. Math. Comput., 2025

2024

Dense Contrastive-Based Federated Learning for Dense Prediction Tasks on Medical Images.

Yuning Yang, Xiaohong Liu, Tianrun Gao, Xiaodong Xu, Ping Zhang, Guangyu Wang

IEEE J. Biomed. Health Informatics, April, 2024

Practical approximation algorithms for ℓ₁-regularized sparse rank-1 approximation to higher-order tensors.

Xianpeng Mao, Yuning Yang

Optim. Lett., April, 2024

TimeAutoDiff: Combining Autoencoder and Diffusion model for time series tabular data synthesizing.

Namjoon Suh, Yuning Yang, Din-Yin Hsieh, Qitong Luan, Shirong Xu, Shixiang Zhu, Guang Cheng

CoRR, 2024

SA-FedLora: Adaptive Parameter Allocation for Efficient Federated Learning with LoRA Tuning.

Yuning Yang, Xiaohong Liu, Tianrun Gao, Xiaodong Xu, Guangyu Wang

CoRR, 2024

One-Pass Randomized Algorithm with Practical Rangefinder for Low-Rank Approximation to Quaternion Matrices.

Chao Chang, Yuning Yang

CoRR, 2024

2023

Half-quadratic alternating direction method of multipliers for robust orthogonal tensor approximation.

Yuning Yang, Yunlong Feng

Adv. Comput. Math., April, 2023

On global convergence of alternating least squares for tensor approximation.

Yuning Yang

Comput. Optim. Appl., March, 2023

Learning the User's Deeper Preferences for Multi-modal Recommendation Systems.

Fei Lei, Zhongqi Cao, Yuning Yang, Yibo Ding, Cong Zhang

ACM Trans. Multim. Comput. Commun. Appl., 2023

A Two-Sided Quaternion Higher-Order Singular Value Decomposition.

Hanxin Ya, Ying Wang, Yuning Yang

CoRR, 2023

Research on Residents' Travel Behavior Based on Multiple Logistic Regression Model.

Yuning Yang, Na Li

IEEE Access, 2023

FEDMBP: Multi-Branch Prototype Federated Learning on Heterogeneous Data.

Tianrun Gao, Xiaohong Liu, Yuning Yang, Guangyu Wang

Proceedings of the IEEE International Conference on Image Processing, 2023

2022

Genome-wide identification and characterization of DNA enhancers with a stacked multivariate fusion framework.

Yansong Wang, Zilong Hou, Yuning Yang, Ka-Chun Wong, Xiangtao Li

PLoS Comput. Biol., December, 2022

Hot-SVD: higher order t-singular value decomposition for tensors based on tensor-tensor product.

Ying Wang, Yuning Yang

Comput. Appl. Math., December, 2022

Dynamic surface control for formation control of quadrotors with input constraints and disturbances.

Ao Dun, Rui Wang, Fei Lei, Yuning Yang

Trans. Inst. Meas. Control, 2022

An Improved Topology Prediction of Alpha-Helical Transmembrane Protein Based on Deep Multi-Scale Convolutional Neural Network.

Yuning Yang, Jiawen Yu, Zhe Liu, Xi Wang, Han Wang, Zhiqiang Ma, Dong Xu

IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Computing the Largest C-Eigenvalue of a Tensor Using Convex Relaxation.

Yuning Yang, Chang Liang

J. Optim. Theory Appl., 2022

On Approximation Algorithm for Orthogonal Low-Rank Tensor Approximation.

Yuning Yang

J. Optim. Theory Appl., 2022

Several approximation algorithms for sparse best rank-1 approximation to higher-order tensors.

Xianpeng Mao, Yuning Yang

J. Glob. Optim., 2022

Dynamic graph convolution neural network based on spatial-temporal correlation for air quality prediction.

Ao Dun, Yuning Yang, Fei Lei

Ecol. Informatics, 2022

Finding the global optimum of a class of quartic minimization problem.

Pengfei Huang, Qingzhi Yang, Yuning Yang

Comput. Optim. Appl., 2022

EDCNN: identification of genome-wide RNA-binding proteins using evolutionary deep convolutional neural network.

Yawei Wang, Yuning Yang, Zhiqiang Ma, Ka-Chun Wong, Xiangtao Li

Bioinform., 2022

Colorectal cancer subtype identification from differential gene expression levels using minimalist deep learning.

Shaochuan Li, Yuning Yang, Xin Wang, Jun Li, Jun Yu, Xiangtao Li, Ka-Chun Wong

BioData Min., 2022

HCRNet: high-throughput circRNA-binding event identification from CLIP-seq data using deep temporal convolutional network.

Yuning Yang, Zilong Hou, Yansong Wang, Hongli Ma, Pingping Sun, Zhiqiang Ma, Ka-Chun Wong, Xiangtao Li

Briefings Bioinform., 2022

Best sparse rank-1 approximation to higher-order tensors via a truncated exponential induced regularizer.

Xianpeng Mao, Yuning Yang

Appl. Math. Comput., 2022

Reputation Mechanism Designed for Blockchain Empowered Dynamic Spectrum Sharing System.

Yuning Yang, Xiaodong Xu, Shujun Han, Bizhu Wang, Guangyu Wang

Proceedings of the 2022 IEEE 33rd Annual International Symposium on Personal, 2022

2021

A note on Banach's results concerning homogeneous polynomials associated with nonnegative tensors.

Chang Liang, Yuning Yang

Optim. Lett., 2021

Shifted eigenvalue decomposition method for computing C-eigenvalues of a piezoelectric-type tensor.

Chang Liang, Yuning Yang

Comput. Appl. Math., 2021

Identification of haploinsufficient genes from epigenomic data using deep forest.

Yuning Yang, Shaochuan Li, Yunhe Wang, Zhiqiang Ma, Ka-Chun Wong, Xiangtao Li

Briefings Bioinform., 2021

iCircRBP-DHN: identification of circRNA-RBP interaction sites using deep hierarchical network.

Yuning Yang, Zilong Hou, Zhiqiang Ma, Xiangtao Li, Ka-Chun Wong

Briefings Bioinform., 2021

iDeepSubMito: identification of protein submitochondrial localization with deep learning.

Zilong Hou, Yuning Yang, Hui Li, Ka-Chun Wong, Xiangtao Li

Briefings Bioinform., 2021

2020

The Epsilon-Alternating Least Squares for Orthogonal Low-Rank Tensor Approximation and Its Global Convergence.

Yuning Yang

SIAM J. Matrix Anal. Appl., 2020

Approximation Algorithms for Sparse Best Rank-1 Approximation to Higher-Order Tensors.

Xianpeng Mao, Yuning Yang

CoRR, 2020

2019

Editorial to The Special Issue on Tensor Image Processing.

Yipeng Liu, Yuning Yang, Qibin Zhao, Shuchin Aeron

Signal Process. Image Commun., 2019

An Extension of Yuan's Lemma to Fourth-Order Tensor System.

Qingzhi Yang, Yang Zhou, Yuning Yang

J. Optim. Theory Appl., 2019

The global convergence of the Polak-Ribière-Polyak conjugate gradient algorithm under inexact line search for nonconvex functions.

Gonglin Yuan, Zengxin Wei, Yuning Yang

J. Comput. Appl. Math., 2019

Poster: Making Distributed Aggregation Fault-tolerant in Vehicular Networks.

Jason Posner, Yuning Yang, Lewis Tseng, Takamasa Higuchi, Onur Altintas

Proceedings of the 2019 IEEE Vehicular Networking Conference, 2019

DMCTOP: Topology Prediction of Alpha-Helical Transmembrane Protein Based on Deep Multi-Scale Convolutional Neural Network.

Han Wang, Yuning Yang, Jiawen Yu, Xi Wang, Dawei Zhao, Dong Xu, Pingping Sun

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2018

A new two-stage mesh surface segmentation method.

Huayan Zhang, Chunlin Wu, Jiansong Deng, Zheng Liu, Yuning Yang

Vis. Comput., 2018

Correntropy Based Matrix Completion.

Yuning Yang, Yunlong Feng, Johan A. K. Suykens

Entropy, 2018

2017

Hardware Efficient Automatic Thresholding for NEO-Based Neural Spike Detection.

Yuning Yang, Andrew J. Mason

IEEE Trans. Biomed. Eng., 2017

A Hardware-Efficient Scalable Spike Sorting Neural Signal Processor Module for Implantable High-Channel-Count Brain Machine Interfaces.

Yuning Yang, Sam Boling, Andrew J. Mason

IEEE Trans. Biomed. Circuits Syst., 2017

2016

Robust Low-Rank Tensor Recovery With Regularized Redescending M-Estimator.

Yuning Yang, Yunlong Feng, Johan A. K. Suykens

IEEE Trans. Neural Networks Learn. Syst., 2016

Robust Gradient Learning With Applications.

Yunlong Feng, Yuning Yang, Johan A. K. Suykens

IEEE Trans. Neural Networks Learn. Syst., 2016

Rank-1 Tensor Properties with Applications to a Class of Tensor Optimization Problems.

Yuning Yang, Yunlong Feng, Xiaolin Huang, Johan A. K. Suykens

SIAM J. Optim., 2016

Robust Support Vector Machines for Classification with Nonconvex and Smooth Losses.

Yunlong Feng, Yuning Yang, Xiaolin Huang, Siamak Mehrkanoon, Johan A. K. Suykens

Neural Comput., 2016

2015

A Rank-One Tensor Updating Algorithm for Tensor Completion.

Yuning Yang, Yunlong Feng, Johan A. K. Suykens

IEEE Signal Process. Lett., 2015

Learning with the maximum correntropy criterion induced losses for regression.

Yunlong Feng, Xiaolin Huang, Lei Shi, Yuning Yang, Johan A. K. Suykens

J. Mach. Learn. Res., 2015

A comparative study on selecting acoustic modeling units in deep neural networks based large vocabulary Chinese speech recognition.

Xiangang Li, Yuning Yang, Zaihu Pang, Xihong Wu

Neurocomputing, 2015

Higher order Matching Pursuit for Low Rank Tensor Learning.

Yuning Yang, Siamak Mehrkanoon, Johan A. K. Suykens

CoRR, 2015

2014

Modified Alternating Direction Methods for the Modified Multiple-Sets Split Feasibility Problems.

Yuning Yang, Qingzhi Yang, Su Zhang

J. Optim. Theory Appl., 2014

Approximation Bounds for Trilinear and Biquadratic Optimization Problems Over Nonconvex Constraints.

Yuning Yang, Qingzhi Yang, Liqun Qi

J. Optim. Theory Appl., 2014

Properties and methods for finding the best rank-one approximation to higher-order tensors.

Yuning Yang, Qingzhi Yang, Liqun Qi

Comput. Optim. Appl., 2014

Optimization of nonlinear energy operator based spike detection circuit for high density neural recordings.

Yuning Yang, Andrew J. Mason

Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

Computationally efficient feature denoising filter and selection of optimal features for noise insensitive spike sorting.

Yuning Yang, Samuel Boling, Amir Eftekhar, Sivylla E. Paraskevopoulou, Timothy G. Constandinou, Andrew J. Mason

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Power-area efficient VLSI implementation of decision tree based spike classification for neural recording implants.

Yuning Yang, Sam Boling, Andrew J. Mason

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014

2013

A Comparative Study on Selecting Acoustic Modeling Units in Deep Neural Networks Based Large Vocabulary Chinese Speech Recognition.

Xiangang Li, Yuning Yang, Xihong Wu

Proceedings of the Intelligence Science and Big Data Engineering, 2013

Overview of SHRC-Ginkgo speech synthesis system for Blizzard Challenge 2013.

Yansuo Yu, Fengyun Zhu, Xiangang Li, Yi Liu, Jun Zou, Yuning Yang, Guilin Yang, Ziye Fan, Xihong Wu

Proceedings of the Blizzard Challenge 2013, 2013

Deep neural networks for syllable based acoustic modeling in Chinese speech recognition.

Xiangang Li, Caifu Hong, Yuning Yang, Xihong Wu

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2013

2012

Design and Implementation of a Scalable Hardware Platform for High Speed Optical Tracking

Yuning Yang

PhD thesis, 2012

On solving biquadratic optimization via semidefinite relaxation.

Yuning Yang, Qingzhi Yang

Comput. Optim. Appl., 2012

Identification and quantification of mixed air pollutants based on homotopy method for gas sensor array.

Yuning Yang, Andrew J. Mason

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011

Further Results for Perron-Frobenius Theorem for Nonnegative Tensors II.

Qingzhi Yang, Yuning Yang

SIAM J. Matrix Anal. Appl., 2011

The relaxed inexact projection methods for the split feasibility problem.

Zhongwen Wang, Qingzhi Yang, Yuning Yang

Appl. Math. Comput., 2011

Implantable neural spike detection using lifting-based stationary wavelet transform.

Yuning Yang, Andrew J. Mason

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010

Further Results for Perron-Frobenius Theorem for Nonnegative Tensors.

Yuning Yang, Qingzhi Yang

SIAM J. Matrix Anal. Appl., 2010

Design of a configurable neural Data compression system for intra-cortical implants.

Awais M. Kamboh, Yuning Yang, Karim G. Oweiss, Andrew J. Mason

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010