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Computer Science
Australia
2025

D-Index & Metrics

Computer Science

D-Index
71
Citations
24953
World Ranking
1754
National Ranking
53

Jianfei Cai 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 Jianfei Cai 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: 371 publications — 84th percentile

84% of scientists in this discipline score the same or lower.

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

Jianfei Cai 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 Jianfei Cai 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: 71 D-Index — 88th percentile

88% of scientists in this discipline score the same or lower.

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

Research.com Recognitions

  • 2025 - Research.com Computer Science in Australia Leader Award
  • 2023 - Research.com Computer Science in Australia Leader Award
  • 2022 - Research.com Computer Science in Australia Leader Award
  • 2021 - IEEE Fellow For contributions to multimedia transmission and content analysis

Overview

Jianfei Cai is affiliated with Monash University in Australia and focuses their research primarily within the field of Computer Science. Their work extensively covers subfields such as Computer Vision and Pattern Recognition, Artificial Intelligence, Radiology, Nuclear Medicine and Imaging, Computational Mechanics, and Computer Graphics and Computer-Aided Design.

The scientist's research topics include Advanced Neural Network Applications, Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Advanced Image and Video Retrieval Techniques, 3D Shape Modeling and Analysis, Advanced Vision and Imaging, and Computer Graphics and Visualization Techniques.

Jianfei Cai has contributed numerous scholarly articles to several publication venues. Frequently appearing in these venues are:

  • arXiv (Cornell University)
  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • 2021 IEEE/CVF International Conference on Computer Vision (ICCV)
  • International Journal of Computer Vision
  • 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Their recent publications include:

  • "When Gaussian Process Meets Big Data: A Review of Scalable GPs" (2020) in IEEE Transactions on Neural Networks and Learning Systems
  • "GMFlow: Learning Optical Flow via Global Matching" (2022) in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • "Mutual consistency learning for semi-supervised medical image segmentation" (2022) in Medical Image Analysis
  • "Portable Food-Freshness Prediction Platform Based on Colorimetric Barcode Combinatorics and Deep Convolutional Neural Networks" (2020) in Advanced Materials
  • "Unifying Flow, Stereo and Depth Estimation" (2023) in IEEE Transactions on Pattern Analysis and Machine Intelligence

Jianfei Cai collaborates frequently with a set of coauthors, including Bohan Zhuang, Dinh Phung, Tat-Jen Cham, Chuanxia Zheng, and Hengcan Shi. The number of collaborations ranges from 20 to 32 joint publications with these colleagues.

The scientist has been recognized with the IEEE Fellow award in 2021 for contributions to multimedia transmission and content analysis.

Best Publications

  • Recent advances in convolutional neural networks

    Jiuxiang Gu;Zhenhua Wang;Jason Kuen;Lianyang Ma

  • When Gaussian Process Meets Big Data: A Review of Scalable GPs

    Haitao Liu;Yew-Soon Ong;Xiaobo Shen;Jianfei Cai

  • Auto-Encoding Scene Graphs for Image Captioning

    Xu Yang;Kaihua Tang;Hanwang Zhang;Jianfei Cai

  • Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks

    Yujun Cai;Liuhao Ge;Jun Liu;Jianfei Cai

  • Joint source channel rate-distortion analysis for adaptive mode selection and rate control in wireless video coding

    Zhihai He;Jianfei Cai;Chang Wen Chen

  • Pluralistic Image Completion

    Chuanxia Zheng;Tat-Jen Cham;Jianfei Cai

  • 3D Hand Shape and Pose Estimation From a Single RGB Image

    Liuhao Ge;Zhou Ren;Yuncheng Li;Zehao Xue

  • A survey of adaptive sampling for global metamodeling in support of simulation-based complex engineering design

    Haitao Liu;Yew-Soon Ong;Jianfei Cai

  • Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models

    Jiuxiang Gu;Jianfei Cai;Shafiq Joty;Li Niu

  • Scene Graph Generation With External Knowledge and Image Reconstruction

    Jiuxiang Gu;Handong Zhao;Zhe Lin;Sheng Li

  • GMFlow: Learning Optical Flow via Global Matching

    Haofei Xu;Jing Zhang;Jianfei Cai;Hamid Rezatofighi

  • Weakly-supervised 3D Hand Pose Estimation from Monocular RGB Images

    Yujun Cai;Liuhao Ge;Jianfei Cai;Junsong Yuan

  • Beyond pixels: A comprehensive survey from bottom-up to semantic image segmentation and cosegmentation

    Hongyuan Zhu;Fanman Meng;Jianfei Cai;Shijian Lu

  • Remarks on multi-output Gaussian process regression

    Haitao Liu;Jianfei Cai;Yew Soon Ong

  • Admission control in IEEE 802.11e wireless LANs

    Deyun Gao;Jianfei Cai;King Ngi Ngan

  • Deep Adaptive Attention for Joint Facial Action Unit Detection and Face Alignment

    Zhiwen Shao;Zhilei Liu;Jianfei Cai;Lizhuang Ma;Lizhuang Ma

  • Semi-supervised Left Atrium Segmentation with Mutual Consistency Training

    Yicheng Wu;Yicheng Wu;Minfeng Xu;Zongyuan Ge;Jianfei Cai

  • Portable Food-Freshness Prediction Platform Based on Colorimetric Barcode Combinatorics and Deep Convolutional Neural Networks

    Lingling Guo;Ting Wang;Zhonghua Wu;Jianwu Wang

  • Recent Advances in Convolutional Neural Networks

    Jiuxiang Gu;Zhenhua Wang;Jason Kuen;Lianyang Ma

  • CNN-Based Real-Time Dense Face Reconstruction with Inverse-Rendered Photo-Realistic Face Images

    Yudong Guo;Juyong Zhang;Jianfei Cai;Boyi Jiang

  • Stack-captioning: coarse-to-fine learning for image captioning

    Jiuxiang Gu;Jianfei Cai;Gang Wang;Tsuhan Chen

  • HMM-Based audio keyword generation

    Min Xu;Ling-Yu Duan;Jianfei Cai;Liang-Tien Chia

  • Large-Margin Multi-Modal Deep Learning for RGB-D Object Recognition

    Anran Wang;Jiwen Lu;Jianfei Cai;Tat-Jen Cham

Frequent Co-Authors

Jianmin Zheng
Jianmin Zheng Nanyang Technological University
Tat-Jen Cham
Tat-Jen Cham Nanyang Technological University
Chuan Heng Foh
Chuan Heng Foh University of Surrey
Chang Wen Chen
Chang Wen Chen Hong Kong Polytechnic University
Juyong Zhang
Juyong Zhang University of Science and Technology of China
Junsong Yuan
Junsong Yuan University at Buffalo, State University of New York
Yew-Soon Ong
Yew-Soon Ong Nanyang Technological University
King Ngi Ngan
King Ngi Ngan University of Electronic Science and Technology of China
Shafiq Joty
Shafiq Joty Salesforce (United States)
Weisi Lin
Weisi Lin Nanyang Technological University

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