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Zhang Yi

D-Index & Metrics

Computer Science

D-Index
69
Citations
15856
World Ranking
2003
National Ranking
279

Zhang Yi publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Zhang Yi sits on this spectrum.

32–41 publications: 7 scientists 42–51 publications: 22 scientists 52–61 publications: 82 scientists 62–71 publications: 134 scientists 72–81 publications: 249 scientists 82–91 publications: 324 scientists 92–101 publications: 421 scientists 102–111 publications: 420 scientists 112–121 publications: 497 scientists 122–131 publications: 544 scientists 132–141 publications: 555 scientists 142–151 publications: 609 scientists 152–161 publications: 559 scientists 162–171 publications: 534 scientists 172–181 publications: 556 scientists 182–191 publications: 583 scientists 192–201 publications: 519 scientists 202–211 publications: 508 scientists 212–221 publications: 490 scientists 222–231 publications: 437 scientists 232–241 publications: 423 scientists 242–251 publications: 408 scientists 252–261 publications: 377 scientists 262–271 publications: 301 scientists 272–281 publications: 335 scientists 282–291 publications: 320 scientists 292–301 publications: 293 scientists 302–311 publications: 250 scientists 312–321 publications: 238 scientists 322–331 publications: 206 scientists 332–341 publications: 209 scientists 342–351 publications: 208 scientists 352–361 publications: 162 scientists 362–371 publications: 176 scientists 372–381 publications: 127 scientists 382–391 publications: 158 scientists 392–401 publications: 128 scientists 402–411 publications: 104 scientists 412–421 publications: 94 scientists 422–431 publications: 99 scientists 432–441 publications: 83 scientists 442–451 publications: 108 scientists 452–461 publications: 73 scientists 462–471 publications: 77 scientists 472–481 publications: 69 scientists 482–491 publications: 84 scientists 492–501 publications: 62 scientists 502–511 publications: 54 scientists 512–521 publications: 57 scientists 522–531 publications: 51 scientists 532–541 publications: 51 scientists 542–551 publications: 32 scientists 552–561 publications: 38 scientists 562–571 publications: 28 scientists 572–581 publications: 43 scientists 582–591 publications: 33 scientists 592–601 publications: 41 scientists 602–611 publications: 32 scientists 612–621 publications: 28 scientists 622–631 publications: 25 scientists 632–641 publications: 27 scientists 642–651 publications: 17 scientists 652–661 publications: 20 scientists 662–671 publications: 17 scientists 672–681 publications: 15 scientists 682–691 publications: 14 scientists 692–701 publications: 21 scientists 702–711 publications: 13 scientists 712–721 publications: 12 scientists 722–731 publications: 19 scientists 732–741 publications: 14 scientists 742–751 publications: 12 scientists 752–761 publications: 10 scientists 762–771 publications: 10 scientists 772–781 publications: 11 scientists 782–791 publications: 10 scientists 792–801 publications: 11 scientists 802–811 publications: 8 scientists 812–821 publications: 8 scientists 822–831 publications: 7 scientists 832–841 publications: 11 scientists 842–851 publications: 10 scientists 852–861 publications: 5 scientists 862–871 publications: 9 scientists 872–881 publications: 4 scientists 882–891 publications: 6 scientists 892–901 publications: 3 scientists 902–911 publications: 6 scientists 912–921 publications: 3 scientists 922–931 publications: 2 scientists 932–941 publications: 2 scientists 942–951 publications: 2 scientists 952–961 publications: 3 scientists 962–971 publications: 3 scientists 972–981 publications: 3 scientists 982–990 publications: 5 scientists 991+ publications: 100 scientists
32 publications 991+

This scientist: 535 publications — 95th percentile

95% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 991 publications or more.

Zhang Yi D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Zhang Yi sits on this spectrum.

30–31 D-Index: 879 scientists 32–33 D-Index: 983 scientists 34–35 D-Index: 918 scientists 36–37 D-Index: 990 scientists 38–39 D-Index: 968 scientists 40–41 D-Index: 907 scientists 42–43 D-Index: 821 scientists 44–45 D-Index: 763 scientists 46–47 D-Index: 689 scientists 48–49 D-Index: 543 scientists 50–51 D-Index: 543 scientists 52–53 D-Index: 518 scientists 54–55 D-Index: 500 scientists 56–57 D-Index: 458 scientists 58–59 D-Index: 400 scientists 60–61 D-Index: 337 scientists 62–63 D-Index: 308 scientists 64–65 D-Index: 292 scientists 66–67 D-Index: 249 scientists 68–69 D-Index: 213 scientists 70–71 D-Index: 192 scientists 72–73 D-Index: 189 scientists 74–75 D-Index: 165 scientists 76–77 D-Index: 139 scientists 78–79 D-Index: 119 scientists 80–81 D-Index: 121 scientists 82–83 D-Index: 113 scientists 84–85 D-Index: 88 scientists 86–87 D-Index: 87 scientists 88–89 D-Index: 75 scientists 90–91 D-Index: 69 scientists 92–93 D-Index: 57 scientists 94–95 D-Index: 46 scientists 96–97 D-Index: 38 scientists 98–99 D-Index: 34 scientists 100–101 D-Index: 36 scientists 102–103 D-Index: 27 scientists 104–105 D-Index: 37 scientists 106–107 D-Index: 18 scientists 108–109 D-Index: 31 scientists 110–111 D-Index: 19 scientists 112–113 D-Index: 16 scientists 114–115 D-Index: 12 scientists 116–117 D-Index: 20 scientists 118–119 D-Index: 15 scientists 120–121 D-Index: 5 scientists 122–123 D-Index: 20 scientists 124–125 D-Index: 8 scientists 126–127 D-Index: 5 scientists 128–129 D-Index: 7 scientists 130 D-Index: 3 scientists 131+ D-Index: 98 scientists
30 D-Index 131+

This scientist: 69 D-Index — 87th percentile

87% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 131 D-Index or more.

Overview

Zhang Yi is affiliated with Sichuan University in China and has a significant research output spanning computer science and medicine, with an emphasis on artificial intelligence and medical imaging.

Their work covers a range of main fields and subfields including:

  • Computer Science
  • Medicine
  • Artificial Intelligence
  • Computer Vision and Pattern Recognition
  • Radiology, Nuclear Medicine and Imaging
  • Pulmonary and Respiratory Medicine
  • Biomedical Engineering

Research topics explored by Zhang Yi include:

  • Radiomics and Machine Learning in Medical Imaging
  • Advanced Neural Network Applications
  • Lung Cancer Diagnosis and Treatment
  • AI in cancer detection
  • COVID-19 diagnosis using AI
  • Domain Adaptation and Few-Shot Learning
  • Medical Image Segmentation Techniques

Zhang Yi has contributed extensively to scholarly publications, with frequent publications appearing in venues such as:

  • arXiv (Cornell University)
  • Neurocomputing
  • Knowledge-Based Systems
  • IEEE Transactions on Neural Networks and Learning Systems
  • IEEE Transactions on Multimedia

Recent notable papers include:

  • "Fast Parameter-Free Multi-View Subspace Clustering With Consensus Anchor Guidance," 2021, IEEE Transactions on Image Processing
  • "Deep Neural Networks With Region-Based Pooling Structures for Mammographic Image Classification," 2020, IEEE Transactions on Medical Imaging
  • "Automatic diagnosis for thyroid nodules in ultrasound images by deep neural networks," 2020, Medical Image Analysis
  • "MCA: Multidimensional collaborative attention in deep convolutional neural networks for image recognition," 2023, Engineering Applications of Artificial Intelligence
  • "MSCS-DeepLN: Evaluating lung nodule malignancy using multi-scale cost-sensitive neural networks," 2020, Medical Image Analysis

Collaboration features prominently in Zhang Yi's career. Frequent co-authors include Lei Zhang, Jixiang Guo, Jianyong Wang, Haixian Zhang, and Junjie Hu.

In addition to journal publications, Zhang Yi has contributed to book literature. One recorded book publication is "Intelligent Analysis of Fundus Images," published by World Scientific in 2022.

Best Publications

  • Entropy-based subspace clustering for mining numerical data

    Chun-Hung Cheng;Ada Waichee Fu;Yi Zhang

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

    Yanan Sun;Gary G. Yen;Zhang Yi

  • Generalization and Equilibrium in Generative Adversarial Nets (GANs)

    Sanjeev Arora;Rong Ge;Yingyu Liang;Tengyu Ma

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

    Unknown

  • Convolutional neural networks with low-rank regularization

    Cheng Tai;Tong Xiao;Yi Zhang;Xiaogang Wang

  • Ensemble Pruning Via Semi-definite Programming

    Yi Zhang;Samuel Burer;W. Nick Street

  • Advances in Neural Networks - ISNN 2006

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

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

    Wei Zhang;Jie Zhong;Shijun Yang;Zhentao Gao

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

    Xi Peng;Zhiding Yu;Zhang Yi;Huajin Tang

  • Stability of fuzzy control systems with bounded uncertain delays

    Zhang Yi;Pheng Ann Heng

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

    Mingsheng Fu;Hong Qu;Zhang Yi;Li Lu

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

    Xiaofeng Qi;Lei Zhang;Yao Chen;Yong Pi

  • Diagnosis of Diabetic Retinopathy Using Deep Neural Networks

    Zhentao Gao;Jie Li;Jixiang Guo;Yuanyuan Chen

  • Fuzzy SVM with a new fuzzy membership function

    Xiufeng Jiang;Zhang Yi;Jian Cheng Lv

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

    Guisong Liu;Zhang Yi;Shangming Yang

  • Deep subspace clustering with sparsity prior

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

  • Convergence analysis of cellular neural networks with unbounded delay

    Zhang Yi;Pheng Ann Heng;Kwong Sak Leung

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

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

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

    Philippas Tsigas;Yi Zhang

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

    Xi Peng;Canyi Lu;Zhang Yi;Huajin Tang

  • Spectrogram based multi-task audio classification

    Yuni Zeng;Hua Mao;Dezhong Peng;Zhang Yi

  • Scalable Sparse Subspace Clustering

    Xi Peng;Lei Zhang;Zhang Yi

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

    Xi Peng;Huajin Tang;Lei Zhang;Zhang Yi

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

    Zhang Yi;Kok Kiong Tan

  • Neural Networks: Computational Models and Applications

    Huajin Tang;Kay Chen Tan;Zhang Yi

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

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

  • Automated retinopathy of prematurity screening using deep neural networks.

    Jianyong Wang;Rong Ju;Yuanyuan Chen;Lei Zhang

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

    Xin Shu;Lei Zhang;Zizhou Wang;Qing Lv

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

    Yiling Zhang;Yan Yang;Tianrui Li;Hamido Fujita

  • Automated Analysis for Retinopathy of Prematurity by Deep Neural Networks

    Junjie Hu;Yuanyuan Chen;Jie Zhong;Rong Ju

Frequent Co-Authors

Lei Zhang
Lei Zhang Hong Kong Polytechnic University
Xi Peng
Xi Peng Sichuan University
Kay Chen Tan
Kay Chen Tan Hong Kong Polytechnic University
Kok Kiong Tan
Kok Kiong Tan National University of Singapore
Pheng-Ann Heng
Pheng-Ann Heng Chinese University of Hong Kong
Gary G. Yen
Gary G. Yen Oklahoma State University
Yong Xiang
Yong Xiang Deakin University
Jiliu Zhou
Jiliu Zhou Sichuan University
Bao-Liang Lu
Bao-Liang Lu Shanghai Jiao Tong University
Sunan Huang
Sunan Huang National University of Singapore

External Links

Personal website of Zhang Yi Google Scholar page

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Best Scientists Citing Zhang Yi

Zhigang Zeng

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Huazhong University of Science and Technology

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Fadi Dornaika

Fadi Dornaika

Ikerbasque

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Jinde Cao

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Southeast University

Publications: 38

Sabri Arik

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Istanbul University

Publications: 31

Tianrui Li

Tianrui Li

Southwest Jiaotong University

Publications: 25

Huaguang Zhang

Huaguang Zhang

Northeastern University

Publications: 23

Hamido Fujita

Hamido Fujita

University of Technology Malaysia

Publications: 21

Xuelong Li

Xuelong Li

China Telecom (China)

Publications: 19

Xi Peng

Xi Peng

Sichuan University

Publications: 19

Gary G. Yen

Gary G. Yen

Oklahoma State University

Publications: 17

Xiaofeng Liao

Xiaofeng Liao

Chongqing University

Publications: 17

Tingwen Huang

Tingwen Huang

Shenzhen Institutes of Advanced Technology

Publications: 16

C. L. Philip Chen

C. L. Philip Chen

South China University of Technology

Publications: 15

Wei Xing Zheng

Wei Xing Zheng

Western Sydney University

Publications: 15

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Witold Pedrycz

University of Alberta

Publications: 14

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Wenlian Lu

Fudan University

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