World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
43
Citations
6662
World Ranking
8063
National Ranking
106

Overview

Jianfei Yang is affiliated with Nanyang Technological University in Singapore and has an extensive publication record focused on computer science and engineering disciplines. Their research spans several subfields, including computer vision and pattern recognition, artificial intelligence, electrical and electronic engineering, signal processing, and computer networks and communications.

The scientist's work covers a range of topics, prominently featuring domain adaptation and few-shot learning, human pose and action recognition, indoor and outdoor localization technologies, multimodal machine learning applications, video surveillance and tracking methods, anomaly detection techniques and applications, and speech and audio processing.

Jianfei Yang has contributed to a significant number of peer-reviewed papers, with notable publications including:

  • "Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition," 2020, IEEE Transactions on Image Processing
  • "Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study," 2020, IEEE Transactions on Image Processing
  • "Multimodal CSI-Based Human Activity Recognition Using GANs," 2021, IEEE Internet of Things Journal
  • "EfficientFi: Toward Large-Scale Lightweight WiFi Sensing via CSI Compression," 2022, IEEE Internet of Things Journal
  • "SenseFi: A library and benchmark on deep-learning-empowered WiFi human sensing," 2023, Patterns

The scientist frequently collaborates with a core group of coauthors, including Lihua Xie, Yuecong Xu, Haozhi Cao, Zhenghua Chen, and Han Zou. These collaborations indicate a sustained research network and joint contributions in related areas.

Jianfei Yang's scholarly output is prominently published in venues such as arXiv, IEEE Internet of Things Journal, Patterns, Proceedings of the AAAI Conference on Artificial Intelligence, and IEEE Transactions on Cybernetics. The distribution of publications suggests a focus on cutting-edge research in internet-of-things sensing and artificial intelligence applications.

Within the broader scope of computer science and engineering, Jianfei Yang's expertise integrates theoretical developments with practical applications in machine learning and sensing technologies. Their work on WiFi sensing, human activity recognition, and pose estimation contributes to ongoing advancements in leveraging multimodal data for robust environment perception and understanding.

Best Publications

  • Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition

    Kai Wang;Xiaojiang Peng;Jianfei Yang;Debin Meng

  • Suppressing Uncertainties for Large-Scale Facial Expression Recognition

    Kai Wang;Xiaojiang Peng;Jianfei Yang;Shijian Lu

  • Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study

    Wenhan Yang;Ye Yuan;Wenqi Ren;Jiaying Liu

  • Device-Free Occupant Activity Sensing Using WiFi-Enabled IoT Devices for Smart Homes

    Jianfei Yang;Han Zou;Hao Jiang;Lihua Xie

  • Device-free occupancy detection and crowd counting in smart buildings with WiFi-enabled IoT

    Han Zou;Yuxun Zhou;Jianfei Yang;Costas J. Spanos

  • Magnetic resonance brain image classification based on weighted-type fractional Fourier transform and nonparallel support vector machine

    Yu-Dong Zhang;Shufang Chen;Shui-Hua Wang;Jian-Fei Yang

  • WiFi Fingerprinting Indoor Localization Using Local Feature-Based Deep LSTM

    Zhenghua Chen;Han Zou;JianFei Yang;Hao Jiang

  • Identification of Green, Oolong and Black Teas in China via Wavelet Packet Entropy and Fuzzy Support Vector Machine

    Shuihua Wang;Xiaojun Yang;Yudong Zhang;Preetha Phillips

  • EfficientFi: Toward Large-Scale Lightweight WiFi Sensing via CSI Compression

    Unknown

  • SenseFi: A library and benchmark on deep-learning-empowered WiFi human sensing

    Unknown

  • Learning Gestures From WiFi: A Siamese Recurrent Convolutional Architecture

    Jianfei Yang;Han Zou;Yuxun Zhou;Lihua Xie

  • Non-intrusive occupancy sensing in commercial buildings

    Han Zou;Hao Jiang;Jianfei Yang;Lihua Xie

  • Multimodal CSI-based Human Activity Recognition using GANs

    Dazhuo Wang;Jianfei Yang;Wei Cui;Lihua Xie

  • Towards occupant activity driven smart buildings via WiFi-enabled IoT devices and deep learning

    Han Zou;Yuxun Zhou;Jianfei Yang;Costas J. Spanos

  • Pathological brain detection in MRI scanning via Hu moment invariants and machine learning

    Yudong Zhang;Jianfei Yang;Shuihua Wang;Zhengchao Dong

  • FreeCount: Device-Free Crowd Counting with Commodity WiFi

    Han Zou;Yuxun Zhou;Jianfei Yang;Weixi Gu

  • DeepSense: Device-Free Human Activity Recognition via Autoencoder Long-Term Recurrent Convolutional Network

    Han Zou;Yuxun Zhou;Jianfei Yang;Hao Jiang

  • Adversarial Learning-Enabled Automatic WiFi Indoor Radio Map Construction and Adaptation With Mobile Robot

    Han Zou;Chun-Lin Chen;Maoxun Li;Jianfei Yang

  • Magnetic resonance brain classification by a novel binary particle swarm optimization with mutation and time-varying acceleration coefficients.

    Shuihua Wang;Preetha Phillips;Jianfei Yang;Ping Sun

  • CAUTION: A Robust WiFi-Based Human Authentication System via Few-Shot Open-Set Recognition

    Unknown

  • Kervolutional Neural Networks

    Chen Wang;Jianfei Yang;Lihua Xie;Junsong Yuan

  • Consensus Adversarial Domain Adaptation

    Han Zou;Yuxun Zhou;Jianfei Yang;Huihan Liu

  • Deep Recurrent Multi-instance Learning with Spatio-temporal Features for Engagement Intensity Prediction

    Jianfei Yang;Kai Wang;Xiaojiang Peng;Yu Qiao

  • WiFi-Based Human Identification via Convex Tensor Shapelet Learning

    Han Zou;Yuxun Zhou;Jianfei Yang;Weixi Gu

Frequent Co-Authors

Han Zou
Han Zou University of California, Berkeley
Lihua Xie
Lihua Xie Nanyang Technological University
Costas J. Spanos
Costas J. Spanos University of California, Berkeley
Kezhi Mao
Kezhi Mao Nanyang Technological University
Yu Qiao
Yu Qiao Chinese Academy of Sciences
Hao Jiang
Hao Jiang East China University of Science and Technology
Junsong Yuan
Junsong Yuan University at Buffalo, State University of New York
Shijian Lu
Shijian Lu Nanyang Technological University
Chen Wang
Chen Wang Swansea University
Rong Su
Rong Su Nanyang Technological University

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