Zhang Yi

Overview

Best Publications

• Entropy-based subspace clustering for mining numerical data

  Chun-Hung Cheng;Ada Waichee Fu;Yi Zhang

  831
  Citations

• IGD Indicator-Based Evolutionary Algorithm for Many-Objective Optimization Problems

  Yanan Sun;Gary G. Yen;Zhang Yi

  795
  Citations

• Generalization and Equilibrium in Generative Adversarial Nets (GANs)

  Sanjeev Arora;Rong Ge;Yingyu Liang;Tengyu Ma

  575
  Citations

• Fast Parameter-Free Multi-View Subspace Clustering With Consensus Anchor Guidance

  Unknown

  412
  Citations

• Convolutional neural networks with low-rank regularization

  Cheng Tai;Tong Xiao;Yi Zhang;Xiaogang Wang

  403
  Citations

• Ensemble Pruning Via Semi-definite Programming

  Yi Zhang;Samuel Burer;W. Nick Street

  369
  Citations

• Advances in Neural Networks - ISNN 2006

  Jun Wang;Zhang Yi;Jacek M. Zurada;Bao-Liang Lu

  315
  Citations

• Automated identification and grading system of diabetic retinopathy using deep neural networks

  Wei Zhang;Jie Zhong;Shijun Yang;Zhentao Gao

  305
  Citations

• Constructing the L2-Graph for Robust Subspace Learning and Subspace Clustering

  Xi Peng;Zhiding Yu;Zhang Yi;Huajin Tang

  284
  Citations

• Stability of fuzzy control systems with bounded uncertain delays

  Zhang Yi;Pheng Ann Heng

  279
  Citations

• A Novel Deep Learning-Based Collaborative Filtering Model for Recommendation System

  Mingsheng Fu;Hong Qu;Zhang Yi;Li Lu

  242
  Citations

• Automated diagnosis of breast ultrasonography images using deep neural networks.

  Xiaofeng Qi;Lei Zhang;Yao Chen;Yong Pi

  231
  Citations

• Diagnosis of Diabetic Retinopathy Using Deep Neural Networks

  Zhentao Gao;Jie Li;Jixiang Guo;Yuanyuan Chen

  228
  Citations

• Fuzzy SVM with a new fuzzy membership function

  Xiufeng Jiang;Zhang Yi;Jian Cheng Lv

  219
  Citations

• Letters: A hierarchical intrusion detection model based on the PCA neural networks

  Guisong Liu;Zhang Yi;Shangming Yang

  213
  Citations

• Deep subspace clustering with sparsity prior

  Xi Peng;Shijie Xiao;Jiashi Feng;Wei-Yun Yau

  203
  Citations

• Convergence analysis of cellular neural networks with unbounded delay

  Zhang Yi;Pheng Ann Heng;Kwong Sak Leung

  197
  Citations

• Real-Time Robot Path Planning Based on a Modified Pulse-Coupled Neural Network Model

  Hong Qu;S.X. Yang;A.R. Willms;Zhang Yi

  186
  Citations

• A simple, fast and scalable non-blocking concurrent FIFO queue for shared memory multiprocessor systems

  Philippas Tsigas;Yi Zhang

  186
  Citations

• Connections Between Nuclear-Norm and Frobenius-Norm-Based Representations

  Xi Peng;Canyi Lu;Zhang Yi;Huajin Tang

  184
  Citations

• Spectrogram based multi-task audio classification

  Yuni Zeng;Hua Mao;Dezhong Peng;Zhang Yi

  174
  Citations

• Scalable Sparse Subspace Clustering

  Xi Peng;Lei Zhang;Zhang Yi

  173
  Citations

• A Unified Framework for Representation-Based Subspace Clustering of Out-of-Sample and Large-Scale Data

  Xi Peng;Huajin Tang;Lei Zhang;Zhang Yi

  171
  Citations

• Multistability of discrete-time recurrent neural networks with unsaturating piecewise linear activation functions

  Zhang Yi;Kok Kiong Tan

  166
  Citations

• Neural Networks: Computational Models and Applications

  Huajin Tang;Kay Chen Tan;Zhang Yi

  165
  Citations

• Fractional Extreme Value Adaptive Training Method: Fractional Steepest Descent Approach

  Yi-Fei Pu;Ji-Liu Zhou;Yi Zhang;Ni Zhang

  163
  Citations

• Automated retinopathy of prematurity screening using deep neural networks.

  Jianyong Wang;Rong Ju;Yuanyuan Chen;Lei Zhang

  163
  Citations

• Deep Neural Networks With Region-Based Pooling Structures for Mammographic Image Classification

  Xin Shu;Lei Zhang;Zizhou Wang;Qing Lv

  153
  Citations

• A multitask multiview clustering algorithm in heterogeneous situations based on LLE and LE

  Yiling Zhang;Yan Yang;Tianrui Li;Hamido Fujita

  151
  Citations

• Automated Analysis for Retinopathy of Prematurity by Deep Neural Networks

  Junjie Hu;Yuanyuan Chen;Jie Zhong;Rong Ju

  150
  Citations