Yuning Yang

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 47

Top Topics

Global Convergence

Alternating Least Squares

Top Venues

J. Optim. Theory Appl.

Briefings Bioinform.

Comput. Optim. Appl.

Publications

Yuning Yang, Xiaohong Liu, Tianrun Gao, Xiaodong Xu, Guangyu Wang
SA-FedLora: Adaptive Parameter Allocation for Efficient Federated Learning with LoRA Tuning. CoRR (2024)
Namjoon Suh, Yuning Yang, Din-Yin Hsieh, Qitong Luan, Shirong Xu, Shixiang Zhu, Guang Cheng
TimeAutoDiff: Combining Autoencoder and Diffusion model for time series tabular data synthesizing. CoRR (2024)
Xianpeng Mao, Yuning Yang
-regularized sparse rank-1 approximation to higher-order tensors. Optim. Lett. 18 (3) (2024)
Yuning Yang, Xiaohong Liu, Tianrun Gao, Xiaodong Xu, Ping Zhang, Guangyu Wang
Dense Contrastive-Based Federated Learning for Dense Prediction Tasks on Medical Images. IEEE J. Biomed. Health Informatics 28 (4) (2024)
Chao Chang, Yuning Yang
One-Pass Randomized Algorithm with Practical Rangefinder for Low-Rank Approximation to Quaternion Matrices. CoRR (2024)
Tianrun Gao, Xiaohong Liu, Yuning Yang, Guangyu Wang
FEDMBP: Multi-Branch Prototype Federated Learning on Heterogeneous Data. ICIP (2023)
Hanxin Ya, Ying Wang, Yuning Yang
A Two-Sided Quaternion Higher-Order Singular Value Decomposition. CoRR (2023)
Yuning Yang, Yunlong Feng
Half-quadratic alternating direction method of multipliers for robust orthogonal tensor approximation. Adv. Comput. Math. 49 (2) (2023)
Yuning Yang
On global convergence of alternating least squares for tensor approximation. Comput. Optim. Appl. 84 (2) (2023)
Fei Lei, Zhongqi Cao, Yuning Yang, Yibo Ding, Cong Zhang
Learning the User's Deeper Preferences for Multi-modal Recommendation Systems. ACM Trans. Multim. Comput. Commun. Appl. 19 (3s) (2023)
Yuning Yang, Na Li
Research on Residents' Travel Behavior Based on Multiple Logistic Regression Model. IEEE Access 11 (2023)
Ao Dun, Rui Wang, Fei Lei, Yuning Yang
Dynamic surface control for formation control of quadrotors with input constraints and disturbances. Trans. Inst. Meas. Control 44 (13) (2022)
Ying Wang, Yuning Yang
Hot-SVD: Higher-Order t-Singular Value Decomposition for Tensors based on Tensor-Tensor Product. CoRR (2022)
Yuning Yang, Xiaodong Xu, Shujun Han, Bizhu Wang, Guangyu Wang
Reputation Mechanism Designed for Blockchain Empowered Dynamic Spectrum Sharing System. PIMRC (2022)
Yuning Yang, Jiawen Yu, Zhe Liu, Xi Wang, Han Wang, Zhiqiang Ma, Dong Xu
An Improved Topology Prediction of Alpha-Helical Transmembrane Protein Based on Deep Multi-Scale Convolutional Neural Network. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (1) (2022)
Xianpeng Mao, Yuning Yang
Best sparse rank-1 approximation to higher-order tensors via a truncated exponential induced regularizer. Appl. Math. Comput. 433 (2022)
Shaochuan Li, Yuning Yang, Xin Wang, Jun Li, Jun Yu, Xiangtao Li, Ka-Chun Wong
Colorectal cancer subtype identification from differential gene expression levels using minimalist deep learning. BioData Min. 15 (1) (2022)
Ao Dun, Yuning Yang, Fei Lei
Dynamic graph convolution neural network based on spatial-temporal correlation for air quality prediction. Ecol. Informatics 70 (2022)
Xianpeng Mao, Yuning Yang
Several approximation algorithms for sparse best rank-1 approximation to higher-order tensors. J. Glob. Optim. 84 (1) (2022)
Yuning Yang, Chang Liang
Computing the Largest C-Eigenvalue of a Tensor Using Convex Relaxation. J. Optim. Theory Appl. 192 (2) (2022)
Pengfei Huang, Qingzhi Yang, Yuning Yang
Finding the global optimum of a class of quartic minimization problem. Comput. Optim. Appl. 81 (3) (2022)
Ying Wang, Yuning Yang
Hot-SVD: higher order t-singular value decomposition for tensors based on tensor-tensor product. Comput. Appl. Math. 41 (8) (2022)
Yansong Wang, Zilong Hou, Yuning Yang, Ka-Chun Wong, Xiangtao Li
Genome-wide identification and characterization of DNA enhancers with a stacked multivariate fusion framework. PLoS Comput. Biol. 18 (12) (2022)
Yawei Wang, Yuning Yang, Zhiqiang Ma, Ka-Chun Wong, Xiangtao Li
EDCNN: identification of genome-wide RNA-binding proteins using evolutionary deep convolutional neural network. Bioinform. 38 (3) (2022)
Yuning Yang, Zilong Hou, Yansong Wang, Hongli Ma, Pingping Sun, Zhiqiang Ma, Ka-Chun Wong, Xiangtao Li
HCRNet: high-throughput circRNA-binding event identification from CLIP-seq data using deep temporal convolutional network. Briefings Bioinform. 23 (2) (2022)
Yuning Yang
On Approximation Algorithm for Orthogonal Low-Rank Tensor Approximation. J. Optim. Theory Appl. 194 (3) (2022)
Yuning Yang, Zilong Hou, Zhiqiang Ma, Xiangtao Li, Ka-Chun Wong
iCircRBP-DHN: identification of circRNA-RBP interaction sites using deep hierarchical network. Briefings Bioinform. 22 (4) (2021)
Chang Liang, Yuning Yang
A note on Banach's results concerning homogeneous polynomials associated with nonnegative tensors. Optim. Lett. 15 (2) (2021)
Zilong Hou, Yuning Yang, Hui Li, Ka-Chun Wong, Xiangtao Li
iDeepSubMito: identification of protein submitochondrial localization with deep learning. Briefings Bioinform. 22 (6) (2021)
Yuning Yang, Shaochuan Li, Yunhe Wang, Zhiqiang Ma, Ka-Chun Wong, Xiangtao Li
Identification of haploinsufficient genes from epigenomic data using deep forest. Briefings Bioinform. 22 (5) (2021)
Chang Liang, Yuning Yang
Shifted eigenvalue decomposition method for computing C-eigenvalues of a piezoelectric-type tensor. Comput. Appl. Math. 40 (7) (2021)
Xianpeng Mao, Yuning Yang
Approximation Algorithms for Sparse Best Rank-1 Approximation to Higher-Order Tensors. CoRR (2020)
Yuning Yang
The Epsilon-Alternating Least Squares for Orthogonal Low-Rank Tensor Approximation and Its Global Convergence. SIAM J. Matrix Anal. Appl. 41 (4) (2020)
Yuning Yang
The Epsilon-Alternating Least Squares for Orthogonal Low-Rank Tensor Approximation and Its Global Convergence. CoRR (2019)
Yipeng Liu, Yuning Yang, Qibin Zhao, Shuchin Aeron
Editorial to The Special Issue on Tensor Image Processing. Signal Process. Image Commun. 73 (2019)
Gonglin Yuan, Zengxin Wei, Yuning Yang
The global convergence of the Polak-Ribière-Polyak conjugate gradient algorithm under inexact line search for nonconvex functions. J. Comput. Appl. Math. 362 (2019)
Qingzhi Yang, Yang Zhou, Yuning Yang
An Extension of Yuan's Lemma to Fourth-Order Tensor System. J. Optim. Theory Appl. 180 (3) (2019)
Han Wang, Yuning Yang, Jiawen Yu, Xi Wang, Dawei Zhao, Dong Xu, Pingping Sun
DMCTOP: Topology Prediction of Alpha-Helical Transmembrane Protein Based on Deep Multi-Scale Convolutional Neural Network. BIBM (2019)
Jason Posner, Yuning Yang, Lewis Tseng, Takamasa Higuchi, Onur Altintas
Poster: Making Distributed Aggregation Fault-tolerant in Vehicular Networks. VNC (2019)
Yuning Yang, Yunlong Feng, Johan A. K. Suykens
Correntropy Based Matrix Completion. Entropy 20 (3) (2018)
Huayan Zhang, Chunlin Wu, Jiansong Deng, Zheng Liu, Yuning Yang
A new two-stage mesh surface segmentation method. Vis. Comput. 34 (11) (2018)
Yuning Yang, Sam Boling, Andrew J. Mason
A Hardware-Efficient Scalable Spike Sorting Neural Signal Processor Module for Implantable High-Channel-Count Brain Machine Interfaces. IEEE Trans. Biomed. Circuits Syst. 11 (4) (2017)
Yuning Yang, Andrew J. Mason
Hardware Efficient Automatic Thresholding for NEO-Based Neural Spike Detection. IEEE Trans. Biomed. Eng. 64 (4) (2017)
Yunlong Feng, Yuning Yang, Xiaolin Huang, Siamak Mehrkanoon, Johan A. K. Suykens
Robust Support Vector Machines for Classification with Nonconvex and Smooth Losses. Neural Comput. 28 (6) (2016)
Yuning Yang, Yunlong Feng, Xiaolin Huang, Johan A. K. Suykens
Rank-1 Tensor Properties with Applications to a Class of Tensor Optimization Problems. SIAM J. Optim. 26 (1) (2016)
Yuning Yang, Yunlong Feng, Johan A. K. Suykens
Robust Low-Rank Tensor Recovery With Regularized Redescending M-Estimator. IEEE Trans. Neural Networks Learn. Syst. 27 (9) (2016)
Yunlong Feng, Yuning Yang, Johan A. K. Suykens
Robust Gradient Learning With Applications. IEEE Trans. Neural Networks Learn. Syst. 27 (4) (2016)
Xiangang Li, Yuning Yang, Zaihu Pang, Xihong Wu
A comparative study on selecting acoustic modeling units in deep neural networks based large vocabulary Chinese speech recognition. Neurocomputing 170 (2015)
Yuning Yang, Siamak Mehrkanoon, Johan A. K. Suykens
Higher order Matching Pursuit for Low Rank Tensor Learning. CoRR (2015)
Yunlong Feng, Xiaolin Huang, Lei Shi, Yuning Yang, Johan A. K. Suykens
Learning with the maximum correntropy criterion induced losses for regression. J. Mach. Learn. Res. 16 (2015)
Yuning Yang, Yunlong Feng, Johan A. K. Suykens
A Rank-One Tensor Updating Algorithm for Tensor Completion. IEEE Signal Process. Lett. 22 (10) (2015)
Yuning Yang, Qingzhi Yang, Liqun Qi
Properties and methods for finding the best rank-one approximation to higher-order tensors. Comput. Optim. Appl. 58 (1) (2014)
Yuning Yang, Andrew J. Mason
Optimization of nonlinear energy operator based spike detection circuit for high density neural recordings. ISCAS (2014)
Yuning Yang, Sam Boling, Andrew J. Mason
Power-area efficient VLSI implementation of decision tree based spike classification for neural recording implants. BioCAS (2014)
Yuning Yang, Samuel Boling, Amir Eftekhar, Sivylla E. Paraskevopoulou, Timothy G. Constandinou, Andrew J. Mason
Computationally efficient feature denoising filter and selection of optimal features for noise insensitive spike sorting. EMBC (2014)
Yuning Yang, Qingzhi Yang, Liqun Qi
Approximation Bounds for Trilinear and Biquadratic Optimization Problems Over Nonconvex Constraints. J. Optim. Theory Appl. 163 (3) (2014)
Yuning Yang, Qingzhi Yang, Su Zhang
Modified Alternating Direction Methods for the Modified Multiple-Sets Split Feasibility Problems. J. Optim. Theory Appl. 163 (1) (2014)
Xiangang Li, Caifu Hong, Yuning Yang, Xihong Wu
Deep neural networks for syllable based acoustic modeling in Chinese speech recognition. APSIPA (2013)
Xiangang Li, Yuning Yang, Xihong Wu
A Comparative Study on Selecting Acoustic Modeling Units in Deep Neural Networks Based Large Vocabulary Chinese Speech Recognition. IScIDE (2013)
Yuning Yang, Qingzhi Yang
On solving biquadratic optimization via semidefinite relaxation. Comput. Optim. Appl. 53 (3) (2012)
Yuning Yang, Andrew J. Mason
Identification and quantification of mixed air pollutants based on homotopy method for gas sensor array. EMBC (2012)
Zhongwen Wang, Qingzhi Yang, Yuning Yang
The relaxed inexact projection methods for the split feasibility problem. Appl. Math. Comput. 217 (12) (2011)
Qingzhi Yang, Yuning Yang
Further Results for Perron-Frobenius Theorem for Nonnegative Tensors II. SIAM J. Matrix Anal. Appl. 32 (4) (2011)
Yuning Yang, Andrew J. Mason
Implantable neural spike detection using lifting-based stationary wavelet transform. EMBC (2011)
Awais M. Kamboh, Yuning Yang, Karim G. Oweiss, Andrew J. Mason
Design of a configurable neural Data compression system for intra-cortical implants. ISCAS (2010)
Yuning Yang, Qingzhi Yang
Further Results for Perron-Frobenius Theorem for Nonnegative Tensors. SIAM J. Matrix Anal. Appl. 31 (5) (2010)