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2025

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Rising Stars

D-Index
39
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4860
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699
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108

Computer Science

D-Index
42
Citations
5490
World Ranking
8531
National Ranking
3642

Research.com Recognitions

  • 2025 - Research.com Rising Stars Award

Overview

Han Zou is affiliated with the University of California, Berkeley in the United States. Their research spans multiple areas within the broader fields of computer science and engineering.

The scientist specializes in subfields such as artificial intelligence, electrical and electronic engineering, computer vision and pattern recognition, computer networks and communications, and signal processing.

Their work primarily focuses on topics including:

  • Indoor and outdoor localization technologies
  • Domain adaptation and few-shot learning
  • Wireless networks and protocols
  • COVID-19 diagnosis using AI
  • Speech and audio processing
  • Anomaly detection techniques and applications
  • Multimodal machine learning applications

Han Zou has a substantial publication record distributed among several venues. Frequent venues where they have published include:

  • IEEE Internet of Things Journal
  • arXiv (Cornell University)
  • Patterns
  • IEEE Transactions on Artificial Intelligence
  • Journal of Automation and Intelligence

Some recent papers authored or coauthored by Han Zou are:

  • "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
  • "Adversarial Learning-Enabled Automatic WiFi Indoor Radio Map Construction and Adaptation With Mobile Robot," 2020, IEEE Internet of Things Journal
  • "MetaFi++: WiFi-Enabled Transformer-Based Human Pose Estimation for Metaverse Avatar Simulation," 2023, IEEE Internet of Things Journal
  • "MobileDA: Toward Edge-Domain Adaptation," 2020, IEEE Internet of Things Journal

Frequent collaborators include Jianfei Yang, Lihua Xie, Yuxun Zhou, Xinyan Chen, and Dazhuo Wang. Jianfei Yang has coauthored with Han Zou on 18 occasions, making this one of the most frequent partnerships.

Best Publications

  • Fusion of WiFi, Smartphone Sensors and Landmarks Using the Kalman Filter for Indoor Localization

    Zhenghua Chen;Han Zou;Hao Jiang;Qingchang Zhu

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

    Jianfei Yang;Han Zou;Hao Jiang;Lihua Xie

  • WinIPS: WiFi-Based Non-Intrusive Indoor Positioning System With Online Radio Map Construction and Adaptation

    Han Zou;Ming Jin;Hao Jiang;Lihua Xie

  • WinLight: A WiFi-based occupancy-driven lighting control system for smart building

    Han Zou;Yuxun Zhou;Hao Jiang;Szu-Cheng Chien

  • A Robust Indoor Positioning System Based on the Procrustes Analysis and Weighted Extreme Learning Machine

    Han Zou;Baoqi Huang;Xiaoxuan Lu;Hao Jiang

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

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

  • Accurate indoor localization and tracking using mobile phone inertial sensors, WiFi and iBeacon

    Han Zou;Zhenghua Chen;Hao Jiang;Lihua Xie

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

    Zhenghua Chen;Han Zou;JianFei Yang;Hao Jiang

  • A Fast and Precise Indoor Localization Algorithm Based on an Online Sequential Extreme Learning Machine

    Han Zou;Xiaoxuan Lu;Hao Jiang;Lihua Xie

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

    Unknown

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

    Unknown

  • BlueDetect: An iBeacon-Enabled Scheme for Accurate and Energy-Efficient Indoor-Outdoor Detection and Seamless Location-Based Service

    Han Zou;Hao Jiang;Yiwen Luo;Jianjie Zhu

  • 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

  • Robust Extreme Learning Machine With its Application to Indoor Positioning

    Xiaoxuan Lu;Han Zou;Hongming Zhou;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

  • 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

  • An online sequential extreme learning machine approach to WiFi based indoor positioning

    Han Zou;Hao Jiang;Xiaoxuan Lu;Lihua Xie

  • An RFID indoor positioning system by using weighted path loss and extreme learning machine

    Han Zou;Hengtao Wang;Lihua Xie;Qing-Shan Jia

  • Consensus Adversarial Domain Adaptation

    Han Zou;Yuxun Zhou;Jianfei Yang;Huihan Liu

  • WiFi-Based Human Identification via Convex Tensor Shapelet Learning

    Han Zou;Yuxun Zhou;Jianfei Yang;Weixi Gu

Frequent Co-Authors

Lihua Xie
Lihua Xie Nanyang Technological University
Costas J. Spanos
Costas J. Spanos University of California, Berkeley
Jianfei Yang
Jianfei Yang Nanyang Technological University
Hao Jiang
Hao Jiang East China University of Science and Technology
Alexandre M. Bayen
Alexandre M. Bayen University of California, Berkeley
Qing-Shan Jia
Qing-Shan Jia Tsinghua University
Zimu Zhou
Zimu Zhou City University of Hong Kong
Yeng Chai Soh
Yeng Chai Soh Nanyang Technological University
Yiguang Hong
Yiguang Hong Chinese Academy of Sciences
Alberto Sangiovanni-Vincentelli
Alberto Sangiovanni-Vincentelli University of California, Berkeley

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