Han Zou

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 76

Top Topics

Location Estimation

Activity Recognition

Indoor Localization

Extreme Learning Machine

Top Venues

IEEE Internet Things J.

Publications

Jianfei Yang, Han Zou, Lihua Xie
SecureSense: Defending Adversarial Attack for Secure Device-Free Human Activity Recognition. IEEE Trans. Mob. Comput. 23 (1) (2024)
Han Zou, Sunyong Wu, Qiutiao Xue, Xiyan Sun, Bing Wang
VB-T PHD-SLAM: efficient SLAM under heavy-tailed noise. Adv. Robotics 38 (15) (2024)
Yunjiao Zhou, Jianfei Yang, Haozhi Cao, Zhaoyang Zeng, Han Zou, Lihua Xie
Learning Multi-Modal Scale-Aware Attentions for Efficient and Robust Road Segmentation. Unmanned Syst. 12 (2) (2024)
Han Zou, Sunyong Wu, Qiutiao Xue, Xiyan Sun, Ming Li
Normal-skew mixture-based robust probability hypothesis density filter under unknown statistical properties of noise. Digit. Signal Process. 154 (2024)
Jianfei Yang, He Huang, Yunjiao Zhou, Xinyan Chen, Yuecong Xu, Shenghai Yuan, Han Zou, Chris Xiaoxuan Lu, Lihua Xie
MM-Fi: Multi-Modal Non-Intrusive 4D Human Dataset for Versatile Wireless Sensing. CoRR (2023)
Kehao Wang, Yuhui Wang, Ruiqi Ren, Han Zou, Zhichao Shao
Transformer-Based Feature Aggregation and Stitching Network for Crowd Counting. IEEE Access 11 (2023)
Jianfei Yang, Xinyan Chen, Han Zou, Dazhuo Wang, Lihua Xie
AutoFi: Toward Automatic Wi-Fi Human Sensing via Geometric Self-Supervised Learning. IEEE Internet Things J. 10 (8, April 15) (2023)
Yunjiao Zhou, He Huang, Shenghai Yuan, Han Zou, Lihua Xie, Jianfei Yang
MetaFi++: WiFi-Enabled Transformer-Based Human Pose Estimation for Metaverse Avatar Simulation. IEEE Internet Things J. 10 (16) (2023)
Yunjiao Zhou, Jianfei Yang, Han Zou, Lihua Xie
TENT: Connect Language Models with IoT Sensors for Zero-Shot Activity Recognition. CoRR (2023)
Han Zou, Liang Xu, Takayuki Okatani
Geometry Enhanced Reference-based Image Super-resolution. CVPR Workshops (2023)
Han Zou, Masanori Suganuma, Takayuki Okatani
RefVSR++: Exploiting Reference Inputs for Reference-based Video Super-resolution. CoRR (2023)
Han Zou, Guohua Chen
Reversible data hiding in encrypted image with local-correlation-based classification and adaptive encoding strategy. Signal Process. 205 (2023)
Jianfei Yang, He Huang, Yunjiao Zhou, Xinyan Chen, Yuecong Xu, Shenghai Yuan, Han Zou, Chris Xiaoxuan Lu, Lihua Xie
MM-Fi: Multi-Modal Non-Intrusive 4D Human Dataset for Versatile Wireless Sensing. NeurIPS (2023)
Jianfei Yang, Xinyan Chen, Han Zou, Chris Xiaoxuan Lu, Dazhuo Wang, Sumei Sun, Lihua Xie
SenseFi: A library and benchmark on deep-learning-empowered WiFi human sensing. Patterns 4 (3) (2023)
Lang Deng, Jianfei Yang, Shenghai Yuan, Han Zou, Chris Xiaoxuan Lu, Lihua Xie
GaitFi: Robust Device-Free Human Identification via WiFi and Vision Multimodal Learning. IEEE Internet Things J. 10 (1) (2023)
Ping Tan, Han Xiao, Han Zou, Kun Liu, Yi Shen, Chao Chen
Spiking Neural Network Classification Method in Motor Imagery Brain-Computer Interface. ICNC-FSKD (2023)
Liang Xu, Han Zou, Takayuki Okatani
How Do Label Errors Affect Thin Crack Detection by DNNs. CVPR Workshops (2023)
Han Zou, Masanori Suganuma, Takayuki Okatani
Reference-based Motion Blur Removal: Learning to Utilize Sharpness in the Reference Image. CoRR (2023)
Jianfei Yang, Jiangang Yang, Shizheng Wang, Shuxin Cao, Han Zou, Lihua Xie
Advancing Imbalanced Domain Adaptation: Cluster-Level Discrepancy Minimization With a Comprehensive Benchmark. IEEE Trans. Cybern. 53 (2) (2023)
Changwei Xu, Jianfei Yang, Haoran Tang, Han Zou, Cheng Lu, Tianshuo Zhang
Shuffle Augmentation of Features from Unlabeled Data for Unsupervised Domain Adaptation. CoRR (2022)
Jianfei Yang, Xinyan Chen, Dazhuo Wang, Han Zou, Chris Xiaoxuan Lu, Sumei Sun, Lihua Xie
Deep Learning and Its Applications to WiFi Human Sensing: A Benchmark and A Tutorial. CoRR (2022)
Jianfei Yang, Xinyan Chen, Han Zou, Dazhuo Wang, Qianwen Xu, Lihua Xie
EfficientFi: Toward Large-Scale Lightweight WiFi Sensing via CSI Compression. IEEE Internet Things J. 9 (15) (2022)
Jianfei Yang, Xinyan Chen, Han Zou, Dazhuo Wang, Qianwen Xu, Lihua Xie
EfficientFi: Towards Large-Scale Lightweight WiFi Sensing via CSI Compression. CoRR (2022)
Lang Deng, Jianfei Yang, Shenghai Yuan, Han Zou, Chris Xiaoxuan Lu, Lihua Xie
GaitFi: Robust Device-Free Human Identification via WiFi and Vision Multimodal Learning. CoRR (2022)
Jianfei Yang, Yunjiao Zhou, He Huang, Han Zou, Lihua Xie
MetaFi: Device-Free Pose Estimation via Commodity WiFi for Metaverse Avatar Simulation. WF-IoT (2022)
Jianfei Yang, Han Zou, Lihua Xie
RobustSense: Defending Adversarial Attack for Secure Device-Free Human Activity Recognition. CoRR (2022)
Jianfei Yang, Yunjiao Zhou, He Huang, Han Zou, Lihua Xie
MetaFi: Device-Free Pose Estimation via Commodity WiFi for Metaverse Avatar Simulation. CoRR (2022)
Jianfei Yang, Xinyan Chen, Han Zou, Dazhuo Wang, Lihua Xie
AutoFi: Towards Automatic WiFi Human Sensing via Geometric Self-Supervised Learning. CoRR (2022)
Jianfei Yang, Hanjie Qian, Han Zou, Lihua Xie
Learning decomposed hierarchical feature for better transferability of deep models. Inf. Sci. 580 (2021)
Jianfei Yang, Zhaoyang Zeng, Kai Wang, Han Zou, Lihua Xie
GarbageNet: A Unified Learning Framework for Robust Garbage Classification. IEEE Trans. Artif. Intell. 2 (4) (2021)
Jianfei Yang, Han Zou, Yuxun Zhou, Lihua Xie
Robust adversarial discriminative domain adaptation for real-world cross-domain visual recognition. Neurocomputing 433 (2021)
Liang Xu, Taro Hatsutani, Xing Liu, Engkarat Techapanurak, Han Zou, Takayuki Okatani
Pushing the Envelope of Thin Crack Detection. CoRR (2021)
Han Zou, Jianfei Yang, Xiaojian Wu
Unsupervised Energy-based Adversarial Domain Adaptation for Cross-domain Text Classification. ACL/IJCNLP (Findings) (2021)
Zhenghua Chen, Han Zou, Jianfei Yang, Hao Jiang, Lihua Xie
WiFi Fingerprinting Indoor Localization Using Local Feature-Based Deep LSTM. IEEE Syst. J. 14 (2) (2020)
Jianfei Yang, Han Zou, Yuxun Zhou, Zhaoyang Zeng, Lihua Xie
Mind the Discriminability: Asymmetric Adversarial Domain Adaptation. ECCV (24) (2020)
Yuanjian Yang, Sihui Fan, Linlin Wang, Zhiqiu Gao, Yuanjie Zhang, Han Zou, Shiguang Miao, Yubin Li, Meng Huang, Hung Lam Steve Yim, Simone Lolli
Diurnal Evolution of the Wintertime Boundary Layer in Urban Beijing, China: Insights from Doppler Lidar and a 325-m Meteorological Tower. Remote. Sens. 12 (23) (2020)
Jianfei Yang, Han Zou, Yuxun Zhou, Lihua Xie
Towards Stable and Comprehensive Domain Alignment: Max-Margin Domain-Adversarial Training. CoRR (2020)
Yang Li, Han Zou, Hongzhi Liu
A High Efficient Technology for Parallel Fuzzing. HPCCT/BDAI (2020)
Jianfei Yang, Han Zou, Shuxin Cao, Zhenghua Chen, Lihua Xie
MobileDA: Toward Edge-Domain Adaptation. IEEE Internet Things J. 7 (8) (2020)
Han Zou, Chunlin Chen, Maoxun Li, Jianfei Yang, Yuxun Zhou, Lihua Xie, Costas J. Spanos
Adversarial Learning-Enabled Automatic WiFi Indoor Radio Map Construction and Adaptation With Mobile Robot. IEEE Internet Things J. 7 (8) (2020)
Han Zou, Yuxun Zhou, Jianfei Yang, Huihan Liu, Hari Prasanna Das, Costas J. Spanos
Consensus Adversarial Domain Adaptation. AAAI (2019)
Han Zou, Jianfei Yang, Hari Prasanna Das, Huihan Liu, Yuxun Zhou, Costas J. Spanos
WiFi and Vision Multimodal Learning for Accurate and Robust Device-Free Human Activity Recognition. CVPR Workshops (2019)
Han Zou, Yuxun Zhou, Reza Arghandeh, Costas J. Spanos
Multiple Kernel Semi-Representation Learning With Its Application to Device-Free Human Activity Recognition. IEEE Internet Things J. 6 (5) (2019)
Jianfei Yang, Han Zou, Yuxun Zhou, Lihua Xie
Learning Gestures From WiFi: A Siamese Recurrent Convolutional Architecture. IEEE Internet Things J. 6 (6) (2019)
Yuxun Zhou, Reza Arghandeh, Han Zou, Costas J. Spanos
Nonparametric Event Detection in Multiple Time Series for Power Distribution Networks. IEEE Trans. Ind. Electron. 66 (2) (2019)
Han Zou, Yuxun Zhou, Jianfei Yang, Costas J. Spanos
Unsupervised WiFi-Enabled IoT Device-User Association for Personalized Location-Based Service. IEEE Internet Things J. 6 (1) (2019)
Han Zou, Jianfei Yang, Yuxun Zhou, Costas J. Spanos
Joint Adversarial Domain Adaptation for Resilient WiFi-Enabled Device-Free Gesture Recognition. ICMLA (2018)
Ruoxi Jia, Baihong Jin, Ming Jin, Yuxun Zhou, Ioannis C. Konstantakopoulos, Han Zou, Joyce Kim, Dan Li, Weixi Gu, Reza Arghandeh, Pierluigi Nuzzo, Stefano Schiavon, Alberto L. Sangiovanni-Vincentelli, Costas J. Spanos
Design Automation for Smart Building Systems. Proc. IEEE 106 (9) (2018)
Jianfei Yang, Han Zou, Hao Jiang, Lihua Xie
Device-Free Occupant Activity Sensing Using WiFi-Enabled IoT Devices for Smart Homes. IEEE Internet Things J. 5 (5) (2018)
Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos
WiFi-Based Human Identification via Convex Tensor Shapelet Learning. AAAI (2018)
Kevin Weekly, Ming Jin, Han Zou, Christopher Hsu, Chris Soyza, Alexandre M. Bayen, Costas J. Spanos
Building-in-Briefcase: A Rapidly-Deployable Environmental Sensor Suite for the Smart Building. Sensors 18 (5) (2018)
Jianfei Yang, Han Zou, Hao Jiang, Lihua Xie
Fine-grained adaptive location-independent activity recognition using commodity WiFi. WCNC (2018)
Han Zou, Yuxun Zhou, Jianfei Yang, Hao Jiang, Lihua Xie, Costas J. Spanos
DeepSense: Device-Free Human Activity Recognition via Autoencoder Long-Term Recurrent Convolutional Network. ICC (2018)
Jianfei Yang, Han Zou, Hao Jiang, Lihua Xie
CareFi: Sedentary Behavior Monitoring System via Commodity WiFi Infrastructures. IEEE Trans. Veh. Technol. 67 (8) (2018)
Han Zou, Jianfei Yang, Yuxun Zhou, Lihua Xie, Costas J. Spanos
Robust WiFi-Enabled Device-Free Gesture Recognition via Unsupervised Adversarial Domain Adaptation. ICCCN (2018)
Yuxun Zhou, Han Zou, Reza Arghandeh, Weixi Gu, Costas J. Spanos
Non-Parametric Outliers Detection in Multiple Time Series A Case Study: Power Grid Data Analysis. AAAI (2018)
Han Zou, Yuxun Zhou, Jianfei Yang, Hao Jiang, Lihua Xie, Costas J. Spanos
WiFi-enabled Device-free Gesture Recognition for Smart Home Automation. ICCA (2018)
Weixi Gu, Zimu Zhou, Yuxun Zhou, Miao He, Han Zou, Lin Zhang
Predicting Blood Glucose Dynamics with Multi-time-series Deep Learning. SenSys (2017)
Han Zou, Yuxun Zhou, Hao Jiang, Baoqi Huang, Lihua Xie, Costas J. Spanos
Adaptive Localization in Dynamic Indoor Environments by Transfer Kernel Learning. WCNC (2017)
Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos
FreeCount: Device-Free Crowd Counting with Commodity WiFi. GLOBECOM (2017)
Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos
Multiple Kernel Representation Learning for WiFi-Based Human Activity Recognition. ICMLA (2017)
Weixi Gu, Zimu Zhou, Yuxun Zhou, Han Zou, Yunxin Liu, Costas J. Spanos, Lin Zhang
BikeMate: Bike Riding Behavior Monitoring with Smartphones. MobiQuitous (2017)
Han Zou, Ming Jin, Hao Jiang, Lihua Xie, Costas J. Spanos
WinIPS: WiFi-Based Non-Intrusive Indoor Positioning System With Online Radio Map Construction and Adaptation. IEEE Trans. Wirel. Commun. 16 (12) (2017)
Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos
FreeDetector: Device-Free Occupancy Detection with Commodity WiFi. SECON Workshops (2017)
Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos
Poster: WiFi-based Device-Free Human Activity Recognition via Automatic Representation Learning. MobiCom (2017)
Weixi Gu, Yuxun Zhou, Zimu Zhou, Xi Liu, Han Zou, Pei Zhang, Costas J. Spanos, Lin Zhang
SugarMate: Non-intrusive Blood Glucose Monitoring with Smartphones. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (3) (2017)
Han Zou, Baoqi Huang, Xiaoxuan Lu, Hao Jiang, Lihua Xie
A Robust Indoor Positioning System Based on the Procrustes Analysis and Weighted Extreme Learning Machine. IEEE Trans. Wirel. Commun. 15 (2) (2016)
Ruoxi Jia, Ming Jin, Han Zou, Yigitcan Yesilata, Lihua Xie, Costas J. Spanos
MapSentinel: Can the Knowledge of Space Use Improve Indoor Tracking Further? Sensors 16 (4) (2016)
Baoqi Huang, Guodong Qi, Xiaokun Yang, Long Zhao, Han Zou
Exploiting cyclic features of walking for pedestrian dead reckoning with unconstrained smartphones. UbiComp (2016)
Zhirong Qiu, Han Zou, Hao Jiang, Lihua Xie, Yiguang Hong
Consensus-Based Parallel Extreme Learning Machine for Indoor Localization. GLOBECOM (2016)
Han Zou, Yuxun Zhou, Hao Jiang, Baoqi Huang, Lihua Xie, Costas J. Spanos
A transfer kernel learning based strategy for adaptive localization in dynamic indoor environments: poster. MobiCom (2016)
Han Zou, Hao Jiang, Yiwen Luo, Jianjie Zhu, Xiaoxuan Lu, Lihua Xie
BlueDetect: An iBeacon-Enabled Scheme for Accurate and Energy-Efficient Indoor-Outdoor Detection and Seamless Location-Based Service. Sensors 16 (2) (2016)
Xiaoxuan Lu, Han Zou, Hongming Zhou, Lihua Xie, Guang-Bin Huang
Robust Extreme Learning Machine With its Application to Indoor Positioning. IEEE Trans. Cybern. 46 (1) (2016)
Han Zou, Ming Jin, Hao Jiang, Lihua Xie, Costas J. Spanos
WinIPS: WiFi-based non-intrusive IPS for online radio map construction. INFOCOM Workshops (2016)
Xiaoxuan Lu, Hongkai Wen, Han Zou, Hao Jiang, Lihua Xie, Niki Trigoni
Robust occupancy inference with commodity WiFi. WiMob (2016)
Han Zou, Baoqi Huang, Xiaoxuan Lu, Hao Jiang, Lihua Xie
Standardizing location fingerprints across heterogeneous mobile devices for indoor localization. WCNC (2016)
Han Zou, Xiaoxuan Lu, Hao Jiang, Lihua Xie
A Fast and Precise Indoor Localization Algorithm Based on an Online Sequential Extreme Learning Machine. Sensors 15 (1) (2015)
Ruoxi Jia, Ming Jin, Han Zou, Yigitcan Yesilata, Lihua Xie, Costas J. Spanos
Poster Abstract: MapSentinel: Map-Aided Non-intrusive Indoor Tracking in Sensor-Rich Environments. BuildSys@SenSys (2015)
Han Zou, Yiwen Luo, Xiaoxuan Lu, Hao Jiang, Lihua Xie
A mutual information based online access point selection strategy for WiFi indoor localization. CASE (2015)
Zhenghua Chen, Han Zou, Hao Jiang, Qingchang Zhu, Yeng Chai Soh, Lihua Xie
Fusion of WiFi, Smartphone Sensors and Landmarks Using the Kalman Filter for Indoor Localization. Sensors 15 (1) (2015)
Xiaoxuan Lu, Yushen Long, Han Zou, Chengpu Yu, Lihua Xie
Robust extreme learning machine for regression problems with its application to wifi based indoor positioning system. MLSP (2014)
Ming Jin, Han Zou, Kevin Weekly, Ruoxi Jia, Alexandre M. Bayen, Costas J. Spanos
Environmental Sensing by Wearable Device for Indoor Activity and Location Estimation. CoRR (2014)
Xiaoxuan Lu, Chengpu Yu, Han Zou, Hao Jiang, Lihua Xie
Extreme learning machine with dead zone and its application to WiFi based indoor positioning. ICARCV (2014)
Kevin Weekly, Ming Jin, Han Zou, Christopher Hsu, Alexandre M. Bayen, Costas J. Spanos
Building-in-Briefcase (BiB). CoRR (2014)
Han Zou, Hao Jiang, Xiaoxuan Lu, Lihua Xie
An online sequential extreme learning machine approach to WiFi based indoor positioning. WF-IoT (2014)
Kevin Weekly, Han Zou, Lihua Xie, Qing-Shan Jia, Alexandre M. Bayen
Indoor Occupant Positioning System Using Active RFID Deployment and Particle Filters. DCOSS (2014)
Ming Jin, Han Zou, Kevin Weekly, Ruoxi Jia, Alexandre M. Bayen, Costas J. Spanos
Environmental sensing by wearable device for indoor activity and location estimation. IECON (2014)
Han Zou, Hengtao Wang, Lihua Xie, Qing-Shan Jia
An RFID indoor positioning system by using weighted path loss and extreme learning machine. CPSNA (2013)
Han Zou, Lihua Xie, Qing-Shan Jia, Hengtao Wang
An integrative Weighted Path Loss and Extreme Learning Machine approach to Rfid based Indoor Positioning. IPIN (2013)