2026 Jianfei Cai: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	71	1754	1699	53	52	371	24953

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

6501
Citations
When Gaussian Process Meets Big Data: A Review of Scalable GPs

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

830
Citations
Auto-Encoding Scene Graphs for Image Captioning

Xu Yang;Kaihua Tang;Hanwang Zhang;Jianfei Cai

795
Citations
Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks

Yujun Cai;Liuhao Ge;Jun Liu;Jianfei Cai

509
Citations
Joint source channel rate-distortion analysis for adaptive mode selection and rate control in wireless video coding

Zhihai He;Jianfei Cai;Chang Wen Chen

501
Citations
Pluralistic Image Completion

Chuanxia Zheng;Tat-Jen Cham;Jianfei Cai

490
Citations
3D Hand Shape and Pose Estimation From a Single RGB Image

Liuhao Ge;Zhou Ren;Yuncheng Li;Zehao Xue

450
Citations
A survey of adaptive sampling for global metamodeling in support of simulation-based complex engineering design

Haitao Liu;Yew-Soon Ong;Jianfei Cai

438
Citations
Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models

Jiuxiang Gu;Jianfei Cai;Shafiq Joty;Li Niu

406
Citations
Scene Graph Generation With External Knowledge and Image Reconstruction

Jiuxiang Gu;Handong Zhao;Zhe Lin;Sheng Li

327
Citations
GMFlow: Learning Optical Flow via Global Matching

Haofei Xu;Jing Zhang;Jianfei Cai;Hamid Rezatofighi

314
Citations
Weakly-supervised 3D Hand Pose Estimation from Monocular RGB Images

Yujun Cai;Liuhao Ge;Jianfei Cai;Junsong Yuan

312
Citations
Beyond pixels: A comprehensive survey from bottom-up to semantic image segmentation and cosegmentation

Hongyuan Zhu;Fanman Meng;Jianfei Cai;Shijian Lu

289
Citations
Remarks on multi-output Gaussian process regression

Haitao Liu;Jianfei Cai;Yew Soon Ong

285
Citations
Admission control in IEEE 802.11e wireless LANs

Deyun Gao;Jianfei Cai;King Ngi Ngan

257
Citations
Deep Adaptive Attention for Joint Facial Action Unit Detection and Face Alignment

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

254
Citations
Semi-supervised Left Atrium Segmentation with Mutual Consistency Training

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

250
Citations
Portable Food-Freshness Prediction Platform Based on Colorimetric Barcode Combinatorics and Deep Convolutional Neural Networks

Lingling Guo;Ting Wang;Zhonghua Wu;Jianwu Wang

243
Citations
Recent Advances in Convolutional Neural Networks

Jiuxiang Gu;Zhenhua Wang;Jason Kuen;Lianyang Ma

226
Citations
CNN-Based Real-Time Dense Face Reconstruction with Inverse-Rendered Photo-Realistic Face Images

Yudong Guo;Juyong Zhang;Jianfei Cai;Boyi Jiang

216
Citations
Stack-captioning: coarse-to-fine learning for image captioning

Jiuxiang Gu;Jianfei Cai;Gang Wang;Tsuhan Chen

206
Citations
HMM-Based audio keyword generation

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

204
Citations
Large-Margin Multi-Modal Deep Learning for RGB-D Object Recognition

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

191
Citations

Frequent Co-Authors

Tat-Jen Cham Nanyang Technological University

Chuan Heng Foh University of Surrey

Chang Wen Chen Hong Kong Polytechnic University

Junsong Yuan University at Buffalo, State University of New York

Yew-Soon Ong Nanyang Technological University

King Ngi Ngan University of Electronic Science and Technology of China

Shafiq Joty Salesforce (United States)

Weisi Lin Nanyang Technological University

Yonggang Wen Nanyang Technological University

Lizhuang Ma Shanghai Jiao Tong University

External Links

Personal website of Jianfei Cai Google Scholar page

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