Yangyang Xu

According to our database, Yangyang Xu authored at least 127 papers between 2011 and 2024.

Collaborative distances:

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

2024

Correction to: Stochastic inexact augmented Lagrangian method for nonconvex expectation constrained optimization.

Zichong Li, Pin-Yu Chen, Sijia Liu, Songtao Lu, Yangyang Xu

Comput. Optim. Appl., November, 2024

CoMix: Confronting with Noisy Label Learning with Co-training Strategies on Textual Mislabeling.

Shu Zhao, Zhuoer Zhao, Yangyang Xu, Xiao Sun

ACM Trans. Asian Low Resour. Lang. Inf. Process., September, 2024

SCBG: Semantic-Constrained Bidirectional Generation for Emotional Support Conversation.

Yangyang Xu, Zhuoer Zhao, Xiao Sun

ACM Trans. Asian Low Resour. Lang. Inf. Process., July, 2024

EL-DenseNet: a novel method for identifying the flame state of converter steelmaking based on dense convolutional neural networks.

Yan Hu, Jia Tang, Yangyang Xu, Runying Xu, Baoshan Huang

Signal Image Video Process., June, 2024

New S-type localization sets for C-eigenvalues of a piezoelectric-type tensor.

Yangyang Xu, Licai Shao, Guinan He

Appl. Math. Lett., April, 2024

Decentralized Gradient Descent Maximization Method for Composite Nonconvex Strongly-Concave Minimax Problems.

Yangyang Xu

SIAM J. Optim., March, 2024

Multi-Task Learning With Multi-Query Transformer for Dense Prediction.

Yangyang Xu, Xiangtai Li, Haobo Yuan, Yibo Yang, Lefei Zhang

IEEE Trans. Circuits Syst. Video Technol., February, 2024

Leveraging spatial residual attention and temporal Markov networks for video action understanding.

Yangyang Xu, Zengmao Wang, Xiaoping Zhang

Neural Networks, January, 2024

Stochastic inexact augmented Lagrangian method for nonconvex expectation constrained optimization.

Zichong Li, Pin-Yu Chen, Sijia Liu, Songtao Lu, Yangyang Xu

Comput. Optim. Appl., January, 2024

Surface-Enhanced Raman Scattering in Silver-Coated Suspended-Core Fiber.

Yangyang Xu, Xian Zhang, Xiaosong Zhu, Yiwei Shi

Sensors, 2024

Task-Oriented Diffusion Inversion for High-Fidelity Text-based Editing.

Yangyang Xu, Wenqi Shao, Yong Du, Haiming Zhu, Yang Zhou, Ping Luo, Shengfeng He

CoRR, 2024

Prediction of freezing of gait based on self-supervised pretraining via contrastive learning.

Yi Xia, Hua Sun, Baifu Zhang, Yangyang Xu, Qiang Ye

Biomed. Signal Process. Control., 2024

AMTN: Attention-Enhanced Multimodal Temporal Network for Humor Detection.

Yangyang Xu, Peng Zou, Rui Wang, Qi Li, Chengpeng Xu, Zhuoer Zhao, Xun Yang, Xiao Sun, Dan Guo, Meng Wang

Proceedings of the 5th on Multimodal Sentiment Analysis Challenge and Workshop: Social Perception and Humor, 2024

Jointly Improving the Sample and Communication Complexities in Decentralized Stochastic Minimax Optimization.

Xuan Zhang, Gabriel Mancino-Ball, Necdet Serhat Aybat, Yangyang Xu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Correntropy-Based Low-Rank Matrix Factorization With Constraint Graph Learning for Image Clustering.

Nan Zhou, Kup-Sze Choi, Badong Chen, Yuanhua Du, Jun Liu, Yangyang Xu

IEEE Trans. Neural Networks Learn. Syst., December, 2023

Assessment of eco-environmental quality changes and spatial heterogeneity in the Yellow River Delta based on the remote sensing ecological index and geo-detector model.

Zongcai Cai, Zhen Zhang, Fei Zhao, Xiaohui Guo, Jinbiao Zhao, Yangyang Xu, Xiaopeng Liu

Ecol. Informatics, November, 2023

Parallel and distributed asynchronous adaptive stochastic gradient methods.

Yangyang Xu, Yibo Xu, Yonggui Yan, Colin Sutcher-Shepard, Leopold Grinberg, Jie Chen

Math. Program. Comput., September, 2023

Correntropy based model predictive controller with multi-constraints for robust path trajectory tracking of self-driving vehicle.

Nan Zhou, Hao Qin, Kup-Sze Choi, Yuanhua Du, Jun Liu, Ping Li, Xiaoyan Huang, Kaibo Shi, Yangyang Xu

J. Frankl. Inst., July, 2023

Characterization of Three Surges of the Kyagar Glacier, Karakoram.

Zhen Zhang, Jinbiao Zhao, Shiyin Liu, Qibing Zhang, Zongli Jiang, Yangyang Xu, Haoran Su

Remote. Sens., April, 2023

Deep Texture-Aware Features for Camouflaged Object Detection.

Jingjing Ren, Xiaowei Hu, Lei Zhu, Xuemiao Xu, Yangyang Xu, Weiming Wang, Zijun Deng, Pheng-Ann Heng

IEEE Trans. Circuits Syst. Video Technol., March, 2023

Reducing the Complexity of Two Classes of Optimization Problems by Inexact Accelerated Proximal Gradient Method.

Qihang Lin, Yangyang Xu

SIAM J. Optim., March, 2023

Representative Feature Alignment for Adaptive Object Detection.

Shan Xu, Huaidong Zhang, Xuemiao Xu, Xiaowei Hu, Yangyang Xu, Liangui Dai, Kup-Sze Choi, Pheng-Ann Heng

IEEE Trans. Circuits Syst. Video Technol., February, 2023

PAENL: personalized attraction enhanced network learning for recommendation.

Yangyang Xu, Zengmao Wang, Jedi S. Shang

Neural Comput. Appl., February, 2023

A Decentralized Primal-Dual Framework for Non-Convex Smooth Consensus Optimization.

Gabriel Mancino-Ball, Yangyang Xu, Jie Chen

IEEE Trans. Signal Process., 2023

Parsing-Conditioned Anime Translation: A New Dataset and Method.

Zhansheng Li, Yangyang Xu, Nanxuan Zhao, Yang Zhou, Yongtuo Liu, Dahua Lin, Shengfeng He

ACM Trans. Graph., 2023

Momentum-Based Variance-Reduced Proximal Stochastic Gradient Method for Composite Nonconvex Stochastic Optimization.

Yangyang Xu, Yibo Xu

J. Optim. Theory Appl., 2023

DiffusionMat: Alpha Matting as Sequential Refinement Learning.

Yangyang Xu, Shengfeng He, Wenqi Shao, Kwan-Yee K. Wong, Yu Qiao, Ping Luo

CoRR, 2023

Damped Proximal Augmented Lagrangian Method for weakly-Convex Problems with Convex Constraints.

Hari Dahal, Wei Liu, Yangyang Xu

CoRR, 2023

Deformable Mixer Transformer with Gating for Multi-Task Learning of Dense Prediction.

Yangyang Xu, Yibo Yang, Bernard Ghanem, Lefei Zhang, Du Bo, Dacheng Tao

CoRR, 2023

First-order Methods for Affinely Constrained Composite Non-convex Non-smooth Problems: Lower Complexity Bound and Near-optimal Methods.

Wei Liu, Qihang Lin, Yangyang Xu

CoRR, 2023

Variance-reduced accelerated methods for decentralized stochastic double-regularized nonconvex strongly-concave minimax problems.

Gabriel Mancino-Ball, Yangyang Xu

CoRR, 2023

Generative adversarial network with transformer generator for boosting ECG classification.

Yi Xia, Yangyang Xu, Peng Chen, Jun Zhang, Yongliang Zhang

Biomed. Signal Process. Control., 2023

JTMA: Joint Multimodal Feature Fusion and Temporal Multi-head Attention for Humor Detection.

Qi Li, Yangyang Xu, Zhuoer Zhao, Shulei Tang, Feixiang Zhang, Ruotong Wang, Xiao Sun, Meng Wang

Proceedings of the 4th on Multimodal Sentiment Analysis Challenge and Workshop: Mimicked Emotions, 2023

Temporal-aware Multimodal Feature Fusion for Sentiment Analysis.

Qi Li, Shulei Tang, Feixiang Zhang, Ruotong Wang, Yangyang Xu, Zhuoer Zhao, Xiao Sun, Meng Wang

Proceedings of the 4th on Multimodal Sentiment Analysis Challenge and Workshop: Mimicked Emotions, 2023

Spectral Adversarial MixUp for Few-Shot Unsupervised Domain Adaptation.

Jiajin Zhang, Hanqing Chao, Amit Dhurandhar, Pin-Yu Chen, Ali Tajer, Yangyang Xu, Pingkun Yan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Compressed Decentralized Proximal Stochastic Gradient Method for Nonconvex Composite Problems with Heterogeneous Data.

Yonggui Yan, Jie Chen, Pin-Yu Chen, Xiaodong Cui, Songtao Lu, Yangyang Xu

Proceedings of the International Conference on Machine Learning, 2023

Multi-Task Learning with Knowledge Distillation for Dense Prediction.

Yangyang Xu, Yibo Yang, Lefei Zhang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

RIGID: Recurrent GAN Inversion and Editing of Real Face Videos.

Yangyang Xu, Shengfeng He, Kwan-Yee K. Wong, Ping Luo

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

When Neural Networks Fail to Generalize? A Model Sensitivity Perspective.

Jiajin Zhang, Hanqing Chao, Amit Dhurandhar, Pin-Yu Chen, Ali Tajer, Yangyang Xu, Pingkun Yan

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction.

Yangyang Xu, Yibo Yang, Lefei Zhang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Proximal Stochastic Recursive Momentum Methods for Nonconvex Composite Decentralized Optimization.

Gabriel Mancino-Ball, Shengnan Miao, Yangyang Xu, Jie Chen

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Pro-PULSE: Learning Progressive Encoders of Latent Semantics in GANs for Photo Upsampling.

Yang Zhou, Yangyang Xu, Yong Du, Qiang Wen, Shengfeng He

IEEE Trans. Image Process., 2022

Self-Supervised Matting-Specific Portrait Enhancement and Generation.

Yangyang Xu, Zeyang Zhou, Shengfeng He

IEEE Trans. Image Process., 2022

Holistically Associated Transductive Zero-Shot Learning.

Yangyang Xu, Xuemiao Xu, Guoqiang Han, Shengfeng He

IEEE Trans. Cogn. Dev. Syst., 2022

Distributed Stochastic Inertial-Accelerated Methods with Delayed Derivatives for Nonconvex Problems.

Yangyang Xu, Yibo Xu, Yonggui Yan, Jie Chen

SIAM J. Imaging Sci., 2022

Adaptive primal-dual stochastic gradient method for expectation-constrained convex stochastic programs.

Yonggui Yan, Yangyang Xu

Math. Program. Comput., 2022

Some further results on the maximal hitting times of trees with some given parameters.

Shuchao Li, Yangyang Xu, Huihui Zhang

Discret. Appl. Math., 2022

Multi-Task Learning with Multi-query Transformer for Dense Prediction.

Yangyang Xu, Xiangtai Li, Haobo Yuan, Yibo Yang, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao

CoRR, 2022

Inexact accelerated proximal gradient method with line search and reduced complexity for affine-constrained and bilinear saddle-point structured convex problems.

Qihang Lin, Yangyang Xu

CoRR, 2022

Complexity of an inexact proximal-point penalty method for constrained smooth non-convex optimization.

Qihang Lin, Runchao Ma, Yangyang Xu

Comput. Optim. Appl., 2022

Hybrid Multimodal Feature Extraction, Mining and Fusion for Sentiment Analysis.

Jia Li, Ziyang Zhang, Junjie Lang, Yueqi Jiang, Liuwei An, Peng Zou, Yangyang Xu, Sheng Gao, Jie Lin, Chunxiao Fan, Xiao Sun, Meng Wang

Proceedings of the MuSe@MM 2022: Proceedings of the 3rd International on Multimodal Sentiment Analysis Workshop and Challenge, 2022

3D Body Sensor-Based Martial Arts Demonstration and Teaching System.

Shangqi Zhang, Lei Wang, Yangyang Xu, Kefu Chen, Fei Wang, Minjun Zhao, Yuebo Dou

Proceedings of the 11th International Conference on Networks, Communication and Computing, 2022

Background Matting via Recursive Excitation.

Junjie Deng, Yangyang Xu, Zeyang Zhou, Shengfeng He

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

High-resolution Face Swapping via Latent Semantics Disentanglement.

Yangyang Xu, Bailin Deng, Junle Wang, Yanqing Jing, Jia Pan, Shengfeng He

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

DGMLP: Deformable Gating MLP Sharing for Multi-Task Learning.

Yangyang Xu, Lefei Zhang

Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022

Zeroth-Order Optimization for Composite Problems with Functional Constraints.

Zichong Li, Pin-Yu Chen, Sijia Liu, Songtao Lu, Yangyang Xu

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Katyusha Acceleration for Convex Finite-Sum Compositional Optimization.

Yibo Xu, Yangyang Xu

INFORMS J. Optim., October, 2021

Augmented Lagrangian-Based First-Order Methods for Convex-Constrained Programs with Weakly Convex Objective.

Zichong Li, Yangyang Xu

INFORMS J. Optim., October, 2021

First-Order Methods for Constrained Convex Programming Based on Linearized Augmented Lagrangian Function.

Yangyang Xu

INFORMS J. Optim., January, 2021

Invertible Grayscale with Sparsity Enforcing Priors.

Yong Du, Yangyang Xu, Taizhong Ye, Qiang Wen, Chu-Feng Xiao, Junyu Dong, Guoqiang Han, Shengfeng He

ACM Trans. Multim. Comput. Commun. Appl., 2021

Transductive Zero-Shot Action Recognition via Visually Connected Graph Convolutional Networks.

Yangyang Xu, Chu Han, Jing Qin, Xuemiao Xu, Guoqiang Han, Shengfeng He

IEEE Trans. Neural Networks Learn. Syst., 2021

Erratum to "Multi-View Face Synthesis via Progressive Face Flow".

Yangyang Xu, Xuemiao Xu, Jianbo Jiao, Keke Li, Cheng Xu, Shengfeng He

IEEE Trans. Image Process., 2021

Multi-View Face Synthesis via Progressive Face Flow.

Yangyang Xu, Xuemiao Xu, Jianbo Jiao, Keke Li, Cheng Xu, Shengfeng He

IEEE Trans. Image Process., 2021

Iteration complexity of inexact augmented Lagrangian methods for constrained convex programming.

Yangyang Xu

Math. Program., 2021

Lower complexity bounds of first-order methods for convex-concave bilinear saddle-point problems.

Yuyuan Ouyang, Yangyang Xu

Math. Program., 2021

Distributed stochastic inertial methods with delayed derivatives.

Yangyang Xu, Yibo Xu, Yonggui Yan, Jie Chen

CoRR, 2021

Joint Planning of Distributed PV Stations and EV Charging Stations in the Distribution Systems Based on Chance-Constrained Programming.

Xinsong Zhang, Yangyang Xu, Shengnan Lu, Cheng Lu, Yunxiang Guo

IEEE Access, 2021

From Continuity to Editability: Inverting GANs with Consecutive Images.

Yangyang Xu, Yong Du, Wenpeng Xiao, Xuemiao Xu, Shengfeng He

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Rate-improved inexact augmented Lagrangian method for constrained nonconvex optimization.

Zichong Li, Pin-Yu Chen, Sijia Liu, Songtao Lu, Yangyang Xu

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Maximum Correntropy Criterion-Based Robust Semisupervised Concept Factorization for Image Representation.

Nan Zhou, Badong Chen, Yuanhua Du, Tao Jiang, Jun Liu, Yangyang Xu

IEEE Trans. Neural Networks Learn. Syst., 2020

Unsupervised Domain Adaptation via Importance Sampling.

Xuemiao Xu, Hai He, Huaidong Zhang, Yangyang Xu, Shengfeng He

IEEE Trans. Circuits Syst. Video Technol., 2020

Primal-Dual Stochastic Gradient Method for Convex Programs with Many Functional Constraints.

Yangyang Xu

SIAM J. Optim., 2020

A locally and cubically convergent algorithm for computing 𝒵-eigenpairs of symmetric tensors.

Ruijuan Zhao, Bing Zheng, Maolin Liang, Yangyang Xu

Numer. Linear Algebra Appl., 2020

First-order methods for problems with O(1) functional constraints can have almost the same convergence rate as for unconstrained problems.

Yangyang Xu

CoRR, 2020

Momentum-based variance-reduced proximal stochastic gradient method for composite nonconvex stochastic optimization.

Yangyang Xu

CoRR, 2020

Augmented Lagrangian based first-order methods for convex and nonconvex programs: nonergodic convergence and iteration complexity.

Zichong Li, Yangyang Xu

CoRR, 2020

Asynchronous parallel adaptive stochastic gradient methods.

Yangyang Xu, Colin Sutcher-Shepard, Yibo Xu, Jie Chen

CoRR, 2020

Markov chain block coordinate descent.

Tao Sun, Yuejiao Sun, Yangyang Xu, Wotao Yin

Comput. Optim. Appl., 2020

Greedy coordinate descent method on non-negative quadratic programming.

Chenyu Wu, Yangyang Xu

Proceedings of the 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2020

2019

Maximum Correntropy Criterion-Based Sparse Subspace Learning for Unsupervised Feature Selection.

Nan Zhou, Yangyang Xu, Hong Cheng, Zejian Yuan, Badong Chen

IEEE Trans. Circuits Syst. Video Technol., 2019

Two non-parameter iterative algorithms for identifying strong ℋ-tensors.

Yangyang Xu, Ruijuan Zhao, Bing Zheng

Numer. Algorithms, 2019

Some criteria for identifying strong ℋ-tensors.

Yangyang Xu, Ruijuan Zhao, Bing Zheng

Numer. Algorithms, 2019

Inexact Proximal-Point Penalty Methods for Non-Convex Optimization with Non-Convex Constraints.

Qihang Lin, Runchao Ma, Yangyang Xu

CoRR, 2019

Asynchronous parallel primal-dual block coordinate update methods for affinely constrained convex programs.

Yangyang Xu

Comput. Optim. Appl., 2019

Some results on Brauer-type and Brualdi-type eigenvalue inclusion sets for tensors.

Yangyang Xu, Bing Zheng, Ruijuan Zhao

Comput. Appl. Math., 2019

SSSER: Spatiotemporal Sequential and Social Embedding Rank for Successive Point-of-Interest Recommendation.

Yangyang Xu, Xuefei Li, Jing Li, Chunzhi Wang, Rong Gao, Yonghong Yu

IEEE Access, 2019

2018

Ensemble One-Dimensional Convolution Neural Networks for Skeleton-Based Action Recognition.

Yangyang Xu, Jun Cheng, Lei Wang, Haiying Xia, Feng Liu, Dapeng Tao

IEEE Signal Process. Lett., 2018

Hybrid Jacobian and Gauss-Seidel Proximal Block Coordinate Update Methods for Linearly Constrained Convex Programming.

Yangyang Xu

SIAM J. Optim., 2018

HOSVD based multidimensional parameter estimation for massive MIMO system from incomplete channel measurements.

Fuxi Wen, Yangyang Xu

Multidimens. Syst. Signal Process., 2018

ADMM for the SDP relaxation of the QAP.

Danilo Elias Oliveira, Henry Wolkowicz, Yangyang Xu

Math. Program. Comput., 2018

Markov Chain Block Coordinate Descent.

Tao Sun, Yuejiao Sun, Yangyang Xu, Wotao Yin

CoRR, 2018

Accelerated primal-dual proximal block coordinate updating methods for constrained convex optimization.

Yangyang Xu, Shuzhong Zhang

Comput. Optim. Appl., 2018

Human Action Recognition by Learning Spatio-Temporal Features With Deep Neural Networks.

Lei Wang, Yangyang Xu, Jun Cheng, Haiying Xia, Jianqin Yin, Jiaji Wu

IEEE Access, 2018

A Block Coordinate Ascent Algorithm for Mean-Variance Optimization.

Tengyang Xie, Bo Liu, Yangyang Xu, Mohammad Ghavamzadeh, Yinlam Chow, Daoming Lyu, Daesub Yoon

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Robust PCA via Dictionary Based Outlier Pursuit.

Xingguo Li, Jineng Ren, Sirisha Rambhatla, Yangyang Xu, Jarvis D. Haupt

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Fuzzy clustering algorithms for identification of Exocarpium Citrus Grandis through chromatography.

Hang Wei, Li Lin, Honglai Zhang, Yangyang Xu, Shao-dong Deng, Jiajing Yu, Jiaming Hong, Rui Chen, Qinqun Chen

Soft Comput., 2017

Accelerated First-Order Primal-Dual Proximal Methods for Linearly Constrained Composite Convex Programming.

Yangyang Xu

SIAM J. Optim., 2017

A unified information measure for general binary relations.

Changzhong Wang, Qiang He, Mingwen Shao, Yangyang Xu, Qinghua Hu

Knowl. Based Syst., 2017

A Globally Convergent Algorithm for Nonconvex Optimization Based on Block Coordinate Update.

Yangyang Xu, Wotao Yin

J. Sci. Comput., 2017

Global convergence rates of augmented Lagrangian methods for constrained convex programming.

Yangyang Xu

CoRR, 2017

Asynchronous parallel primal-dual block update methods.

Yangyang Xu

CoRR, 2017

Differentially Private Big Data Publication via Structural Inference and Community Detection.

Kang Dong, Zhaobin Liu, Yangyang Xu, Zhiyang Li

Proceedings of the 14th International Symposium on Pervasive Systems, 2017

2016

ARock: An Algorithmic Framework for Asynchronous Parallel Coordinate Updates.

Zhimin Peng, Yangyang Xu, Ming Yan, Wotao Yin

SIAM J. Sci. Comput., 2016

Global and local structure preserving sparse subspace learning: An iterative approach to unsupervised feature selection.

Nan Zhou, Yangyang Xu, Hong Cheng, Jun Fang, Witold Pedrycz

Pattern Recognit., 2016

Proximal gradient method for huberized support vector machine.

Yangyang Xu, Ioannis Akrotirianakis, Amit Chakraborty

Pattern Anal. Appl., 2016

Ascending partition method for differentially private histogram publication.

Yangyang Xu, Zhaobin Liu, Zhonglian Hu

Comput. Syst. Sci. Eng., 2016

On the Convergence of Asynchronous Parallel Iteration with Arbitrary Delays.

Zhimin Peng, Yangyang Xu, Ming Yan, Wotao Yin

CoRR, 2016

Coordinate Friendly Structures, Algorithms and Applications.

Zhimin Peng, Tianyu Wu, Yangyang Xu, Ming Yan, Wotao Yin

CoRR, 2016

Group sparse nonnegative matrix factorization for hyperspectral image denoising.

Yangyang Xu, Yuntao Qian

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Block Stochastic Gradient Iteration for Convex and Nonconvex Optimization.

Yangyang Xu, Wotao Yin

SIAM J. Optim., 2015

Alternating proximal gradient method for sparse nonnegative Tucker decomposition.

Yangyang Xu

Math. Program. Comput., 2015

Local-Structure Adaptive Sparse Subspace Learning: An Iterative Approach to Unsupervised Feature Selection.

Nan Zhou, Yangyang Xu, Hong Cheng, Jun Fang, Witold Pedrycz

CoRR, 2015

To Enlighten Hidden Facts in The Code: A Review of Software Visualization Metaphors.

Yangyang Xu, Yan Liu, Jiabin Zheng

Proceedings of the 27th International Conference on Software Engineering and Knowledge Engineering, 2015

Context-aware Recommendation System with Anonymous User Profile Learning.

Yan Liu, Yangyang Xu, Mei Chen

Proceedings of the 27th International Conference on Software Engineering and Knowledge Engineering, 2015

A new efficient bypass coding scheme based on logarithmic domain.

Quanhe Yu, Xiaozhen Zheng, Jianhua Zheng, Yun He, Wei Yu, Dadong Wang, Junyou Chen, Yangyang Xu

Proceedings of the 2015 Picture Coding Symposium, 2015

Alternating Direction Method of Multipliers for Regularized Multiclass Support Vector Machines.

Yangyang Xu, Ioannis Akrotirianakis, Amit Chakraborty

Proceedings of the Machine Learning, Optimization, and Big Data, 2015

High-throughput and low-complexity binary arithmetic decoder based on logarithmic domain.

Quanhe Yu, Xiaozhen Zheng, Jianhua Zheng, Yun He, Wei Yu, Dadong Wang, Junyou Chen, Yangyang Xu

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014

A fast patch-dictionary method for whole image recovery.

Yangyang Xu, Wotao Yin

CoRR, 2014

On Higher-order Singular Value Decomposition from Incomplete Data.

Yangyang Xu

CoRR, 2014

Sparse Bilinear Logistic Regression.

Jianing Shi, Yangyang Xu, Richard G. Baraniuk

CoRR, 2014

2013

Improved Iteratively Reweighted Least Squares for Unconstrained Smoothed 퓁_q Minimization.

Ming-Jun Lai, Yangyang Xu, Wotao Yin

SIAM J. Numer. Anal., 2013

A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion.

Yangyang Xu, Wotao Yin

SIAM J. Imaging Sci., 2013

Parallel matrix factorization for low-rank tensor completion.

Yangyang Xu, Ruru Hao, Wotao Yin, Zhixun Su

CoRR, 2013

2012

Multitask <i>n</i>-vehicle exploration problem: Complexity and algorithm.

Yangyang Xu, Jinchuan Cui

J. Syst. Sci. Complex., 2012

Decentralized low-rank matrix completion.

Qing Ling, Yangyang Xu, Wotao Yin, Zaiwen Wen

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

A variant of multitask n-vehicle exploration problem: maximizing every processor's average profit

Yangyang Xu, Jinchuan Cui

CoRR, 2011

An Alternating Direction Algorithm for Matrix Completion with Nonnegative Factors

Yangyang Xu, Wotao Yin, Zaiwen Wen, Yin Zhang

CoRR, 2011