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Yuning Yang
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2020 – today
- 2025
- [j47]Xianpeng Mao, Yuning Yang:
T-product based ℓ1-norm tensor principal component analysis and a finite-step convergence algorithm. Appl. Math. Lett. 160: 109318 (2025) - 2024
- [j46]Xianpeng Mao, Yuning Yang:
Practical approximation algorithms for ℓ1-regularized sparse rank-1 approximation to higher-order tensors. Optim. Lett. 18(3): 767-781 (2024) - [j45]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): 2055-2066 (2024) - [i8]Chao Chang, Yuning Yang:
One-Pass Randomized Algorithm with Practical Rangefinder for Low-Rank Approximation to Quaternion Matrices. CoRR abs/2404.14783 (2024) - [i7]Yuning Yang, Xiaohong Liu, Tianrun Gao, Xiaodong Xu, Guangyu Wang:
SA-FedLora: Adaptive Parameter Allocation for Efficient Federated Learning with LoRA Tuning. CoRR abs/2405.09394 (2024) - [i6]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 abs/2406.16028 (2024) - 2023
- [j44]Yuning Yang, Na Li:
Research on Residents' Travel Behavior Based on Multiple Logistic Regression Model. IEEE Access 11: 74759-74767 (2023) - [j43]Yuning Yang, Yunlong Feng:
Half-quadratic alternating direction method of multipliers for robust orthogonal tensor approximation. Adv. Comput. Math. 49(2): 24 (2023) - [j42]Yuning Yang:
On global convergence of alternating least squares for tensor approximation. Comput. Optim. Appl. 84(2): 509-529 (2023) - [j41]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): 138:1-138:18 (2023) - [c13]Tianrun Gao, Xiaohong Liu, Yuning Yang, Guangyu Wang:
FEDMBP: Multi-Branch Prototype Federated Learning on Heterogeneous Data. ICIP 2023: 2180-2184 - [i5]Hanxin Ya, Ying Wang, Yuning Yang:
A Two-Sided Quaternion Higher-Order Singular Value Decomposition. CoRR abs/2309.05211 (2023) - 2022
- [j40]Xianpeng Mao, Yuning Yang:
Best sparse rank-1 approximation to higher-order tensors via a truncated exponential induced regularizer. Appl. Math. Comput. 433: 127433 (2022) - [j39]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) - [j38]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) - [j37]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): 678-686 (2022) - [j36]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) - [j35]Pengfei Huang, Qingzhi Yang, Yuning Yang:
Finding the global optimum of a class of quartic minimization problem. Comput. Optim. Appl. 81(3): 923-954 (2022) - [j34]Ao Dun, Yuning Yang, Fei Lei:
Dynamic graph convolution neural network based on spatial-temporal correlation for air quality prediction. Ecol. Informatics 70: 101736 (2022) - [j33]Xianpeng Mao, Yuning Yang:
Several approximation algorithms for sparse best rank-1 approximation to higher-order tensors. J. Glob. Optim. 84(1): 229-253 (2022) - [j32]Yuning Yang, Chang Liang:
Computing the Largest C-Eigenvalue of a Tensor Using Convex Relaxation. J. Optim. Theory Appl. 192(2): 648-677 (2022) - [j31]Yuning Yang:
On Approximation Algorithm for Orthogonal Low-Rank Tensor Approximation. J. Optim. Theory Appl. 194(3): 821-851 (2022) - [j30]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): 1010779 (2022) - [j29]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): 295-304 (2022) - [j28]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): 2500-2510 (2022) - [c12]Yuning Yang, Xiaodong Xu, Shujun Han, Bizhu Wang, Guangyu Wang:
Reputation Mechanism Designed for Blockchain Empowered Dynamic Spectrum Sharing System. PIMRC 2022: 1191-1196 - [i4]Ying Wang, Yuning Yang:
Hot-SVD: Higher-Order t-Singular Value Decomposition for Tensors based on Tensor-Tensor Product. CoRR abs/2204.10229 (2022) - 2021
- [j27]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) - [j26]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) - [j25]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) - [j24]Chang Liang, Yuning Yang:
Shifted eigenvalue decomposition method for computing C-eigenvalues of a piezoelectric-type tensor. Comput. Appl. Math. 40(7) (2021) - [j23]Chang Liang, Yuning Yang:
A note on Banach's results concerning homogeneous polynomials associated with nonnegative tensors. Optim. Lett. 15(2): 419-429 (2021) - 2020
- [j22]Yuning Yang:
The Epsilon-Alternating Least Squares for Orthogonal Low-Rank Tensor Approximation and Its Global Convergence. SIAM J. Matrix Anal. Appl. 41(4): 1797-1825 (2020) - [i3]Xianpeng Mao, Yuning Yang:
Approximation Algorithms for Sparse Best Rank-1 Approximation to Higher-Order Tensors. CoRR abs/2012.03092 (2020)
2010 – 2019
- 2019
- [j21]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: 262-275 (2019) - [j20]Qingzhi Yang, Yang Zhou, Yuning Yang:
An Extension of Yuan's Lemma to Fourth-Order Tensor System. J. Optim. Theory Appl. 180(3): 803-810 (2019) - [j19]Yipeng Liu, Yuning Yang, Qibin Zhao, Shuchin Aeron:
Editorial to The Special Issue on Tensor Image Processing. Signal Process. Image Commun. 73: 1-2 (2019) - [c11]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: 36-43 - [c10]Jason Posner, Yuning Yang, Lewis Tseng, Takamasa Higuchi, Onur Altintas:
Poster: Making Distributed Aggregation Fault-tolerant in Vehicular Networks. VNC 2019: 1-2 - [i2]Yuning Yang:
The Epsilon-Alternating Least Squares for Orthogonal Low-Rank Tensor Approximation and Its Global Convergence. CoRR abs/1911.10921 (2019) - 2018
- [j18]Yuning Yang, Yunlong Feng, Johan A. K. Suykens:
Correntropy Based Matrix Completion. Entropy 20(3): 171 (2018) - [j17]Huayan Zhang, Chunlin Wu, Jiansong Deng, Zheng Liu, Yuning Yang:
A new two-stage mesh surface segmentation method. Vis. Comput. 34(11): 1597-1615 (2018) - 2017
- [j16]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): 743-754 (2017) - [j15]Yuning Yang, Andrew J. Mason:
Hardware Efficient Automatic Thresholding for NEO-Based Neural Spike Detection. IEEE Trans. Biomed. Eng. 64(4): 826-833 (2017) - 2016
- [j14]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): 1217-1247 (2016) - [j13]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): 171-196 (2016) - [j12]Yunlong Feng, Yuning Yang, Johan A. K. Suykens:
Robust Gradient Learning With Applications. IEEE Trans. Neural Networks Learn. Syst. 27(4): 822-835 (2016) - [j11]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): 1933-1946 (2016) - 2015
- [j10]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: 251-256 (2015) - [j9]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: 993-1034 (2015) - [j8]Yuning Yang, Yunlong Feng, Johan A. K. Suykens:
A Rank-One Tensor Updating Algorithm for Tensor Completion. IEEE Signal Process. Lett. 22(10): 1633-1637 (2015) - [i1]Yuning Yang, Siamak Mehrkanoon, Johan A. K. Suykens:
Higher order Matching Pursuit for Low Rank Tensor Learning. CoRR abs/1503.02216 (2015) - 2014
- [j7]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): 105-132 (2014) - [j6]Yuning Yang, Qingzhi Yang, Su Zhang:
Modified Alternating Direction Methods for the Modified Multiple-Sets Split Feasibility Problems. J. Optim. Theory Appl. 163(1): 130-147 (2014) - [j5]Yuning Yang, Qingzhi Yang, Liqun Qi:
Approximation Bounds for Trilinear and Biquadratic Optimization Problems Over Nonconvex Constraints. J. Optim. Theory Appl. 163(3): 841-858 (2014) - [c9]Yuning Yang, Sam Boling, Andrew J. Mason:
Power-area efficient VLSI implementation of decision tree based spike classification for neural recording implants. BioCAS 2014: 380-383 - [c8]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: 1251-1254 - [c7]Yuning Yang, Andrew J. Mason:
Optimization of nonlinear energy operator based spike detection circuit for high density neural recordings. ISCAS 2014: 1396-1399 - 2013
- [c6]Xiangang Li, Caifu Hong, Yuning Yang, Xihong Wu:
Deep neural networks for syllable based acoustic modeling in Chinese speech recognition. APSIPA 2013: 1-4 - [c5]Yansuo Yu, Fengyun Zhu, Xiangang Li, Yi Liu, Jun Zou, Yuning Yang, Guilin Yang, Ziye Fan, Xihong Wu:
Overview of SHRC-Ginkgo speech synthesis system for Blizzard Challenge 2013. Blizzard Challenge 2013 - [c4]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: 473-480 - 2012
- [b1]Yuning Yang:
Design and Implementation of a Scalable Hardware Platform for High Speed Optical Tracking. Heidelberg University, Germany, 2012 - [j4]Yuning Yang, Qingzhi Yang:
On solving biquadratic optimization via semidefinite relaxation. Comput. Optim. Appl. 53(3): 845-867 (2012) - [c3]Yuning Yang, Andrew J. Mason:
Identification and quantification of mixed air pollutants based on homotopy method for gas sensor array. EMBC 2012: 4221-4224 - 2011
- [j3]Zhongwen Wang, Qingzhi Yang, Yuning Yang:
The relaxed inexact projection methods for the split feasibility problem. Appl. Math. Comput. 217(12): 5347-5359 (2011) - [j2]Qingzhi Yang, Yuning Yang:
Further Results for Perron-Frobenius Theorem for Nonnegative Tensors II. SIAM J. Matrix Anal. Appl. 32(4): 1236-1250 (2011) - [c2]Yuning Yang, Andrew J. Mason:
Implantable neural spike detection using lifting-based stationary wavelet transform. EMBC 2011: 7294-7297 - 2010
- [j1]Yuning Yang, Qingzhi Yang:
Further Results for Perron-Frobenius Theorem for Nonnegative Tensors. SIAM J. Matrix Anal. Appl. 31(5): 2517-2530 (2010) - [c1]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: 3473-3476
Coauthor Index
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