An RFID indoor positioning system by using weighted path loss and extreme learning machine. - Han Zou; Hengtao Wang; Lihua Xie 001; Qing-Shan Jia (CPSNA, 2013)

An integrative Weighted Path Loss and Extreme Learning Machine approach to Rfid based Indoor Positioning. - Han Zou; Lihua Xie 001; Qing-Shan Jia; Hengtao Wang (IPIN, 2013)

Indoor Occupant Positioning System Using Active RFID Deployment and Particle Filters. - Kevin Weekly; Han Zou; Lihua Xie 001; Qing-Shan Jia; Alexandre M. Bayen (DCOSS, 2014)

Extreme learning machine with dead zone and its application to WiFi based indoor positioning. - Xiaoxuan Lu 001; Chengpu Yu; Han Zou; Hao Jiang 008; Lihua Xie 001 (ICARCV, 2014)

Environmental sensing by wearable device for indoor activity and location estimation. - Ming Jin 002; Han Zou; Kevin Weekly; Ruoxi Jia 001; Alexandre M. Bayen; Costas J. Spanos (IECON, 2014)

Robust extreme learning machine for regression problems with its application to wifi based indoor positioning system. - Xiaoxuan Lu 001; Yushen Long; Han Zou; Chengpu Yu; Lihua Xie 001 (MLSP, 2014)

An online sequential extreme learning machine approach to WiFi based indoor positioning. - Han Zou; Hao Jiang 008; Xiaoxuan Lu 001; Lihua Xie 001 (WF-IoT, 2014)

Building-in-Briefcase (BiB). - Kevin Weekly; Ming Jin 002; Han Zou; Christopher Hsu; Alexandre M. Bayen; Costas J. Spanos (CoRR, 2014)

A mutual information based online access point selection strategy for WiFi indoor localization. - Han Zou; Yiwen Luo; Xiaoxuan Lu 001; Hao Jiang 008; Lihua Xie 001 (CASE, 2015)

Poster Abstract: MapSentinel: Map-Aided Non-intrusive Indoor Tracking in Sensor-Rich Environments. - Ruoxi Jia 001; Ming Jin 002; Han Zou; Yigitcan Yesilata; Lihua Xie 001; Costas J. Spanos (BuildSys, 2015)

Fusion of WiFi, Smartphone Sensors and Landmarks Using the Kalman Filter for Indoor Localization. - Zhenghua Chen; Han Zou; Hao Jiang 008; Qingchang Zhu; Yeng Chai Soh; Lihua Xie 001 (Sensors, 2015)

A Fast and Precise Indoor Localization Algorithm Based on an Online Sequential Extreme Learning Machine. - Han Zou; Xiaoxuan Lu 001; Hao Jiang 008; Lihua Xie 001 (Sensors, 2015)

Consensus-Based Parallel Extreme Learning Machine for Indoor Localization. - Zhirong Qiu; Han Zou; Hao Jiang 008; Lihua Xie 001; Yiguang Hong (GLOBECOM, 2016)

Exploiting cyclic features of walking for pedestrian dead reckoning with unconstrained smartphones. - Baoqi Huang; Guodong Qi; Xiaokun Yang; Long Zhao 004; Han Zou (UbiComp, 2016)

WinIPS: WiFi-based non-intrusive IPS for online radio map construction. - Han Zou; Ming Jin 002; Hao Jiang 008; Lihua Xie 001; Costas J. Spanos (INFOCOM Workshops, 2016)

A transfer kernel learning based strategy for adaptive localization in dynamic indoor environments: poster. - Han Zou; Yuxun Zhou; Hao Jiang 008; Baoqi Huang; Lihua Xie 001; Costas J. Spanos (MobiCom, 2016)

Standardizing location fingerprints across heterogeneous mobile devices for indoor localization. - Han Zou; Baoqi Huang; Xiaoxuan Lu 001; Hao Jiang 008; Lihua Xie 001 (WCNC, 2016)

Robust occupancy inference with commodity WiFi. - Xiaoxuan Lu 001; Hongkai Wen 001; Han Zou; Hao Jiang 008; Lihua Xie 001; Niki Trigoni (WiMob, 2016)

MapSentinel: Can the Knowledge of Space Use Improve Indoor Tracking Further? - Ruoxi Jia 001; Ming Jin 002; Han Zou; Yigitcan Yesilata; Lihua Xie 001; Costas J. Spanos (Sensors, 2016)

BlueDetect: An iBeacon-Enabled Scheme for Accurate and Energy-Efficient Indoor-Outdoor Detection and Seamless Location-Based Service. - Han Zou; Hao Jiang 008; Yiwen Luo; Jianjie Zhu; Xiaoxuan Lu 001; Lihua Xie 001 (Sensors, 2016)

Robust Extreme Learning Machine With its Application to Indoor Positioning. - Xiaoxuan Lu 001; Han Zou; Hongming Zhou; Lihua Xie 001; Guang-Bin Huang (IEEE Trans. Cybern., 2016)

A Robust Indoor Positioning System Based on the Procrustes Analysis and Weighted Extreme Learning Machine. - Han Zou; Baoqi Huang; Xiaoxuan Lu 001; Hao Jiang 008; Lihua Xie 001 (IEEE Trans. Wirel. Commun., 2016)

FreeCount: Device-Free Crowd Counting with Commodity WiFi. - Han Zou; Yuxun Zhou; Jianfei Yang; Weixi Gu; Lihua Xie 001; Costas J. Spanos (GLOBECOM, 2017)

Multiple Kernel Representation Learning for WiFi-Based Human Activity Recognition. - Han Zou; Yuxun Zhou; Jianfei Yang; Weixi Gu; Lihua Xie 001; Costas J. Spanos (ICMLA, 2017)

Poster: WiFi-based Device-Free Human Activity Recognition via Automatic Representation Learning. - Han Zou; Yuxun Zhou; Jianfei Yang; Weixi Gu; Lihua Xie 001; Costas J. Spanos (MobiCom, 2017)

BikeMate: Bike Riding Behavior Monitoring with Smartphones. - Weixi Gu; Zimu Zhou; Yuxun Zhou; Han Zou; Yunxin Liu; Costas J. Spanos; Lin Zhang 001 (MobiQuitous, 2017)

FreeDetector: Device-Free Occupancy Detection with Commodity WiFi. - Han Zou; Yuxun Zhou; Jianfei Yang; Weixi Gu; Lihua Xie 001; Costas J. Spanos (SECON Workshops, 2017)

Predicting Blood Glucose Dynamics with Multi-time-series Deep Learning. - Weixi Gu; Zimu Zhou; Yuxun Zhou; Miao He; Han Zou; Lin Zhang 001 (SenSys, 2017)

Adaptive Localization in Dynamic Indoor Environments by Transfer Kernel Learning. - Han Zou; Yuxun Zhou; Hao Jiang 008; Baoqi Huang; Lihua Xie 001; Costas J. Spanos (WCNC, 2017)

SugarMate: Non-intrusive Blood Glucose Monitoring with Smartphones. - Weixi Gu; Yuxun Zhou; Zimu Zhou; Xi Liu; Han Zou; Pei Zhang 001; Costas J. Spanos; Lin Zhang 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017)

WinIPS: WiFi-Based Non-Intrusive Indoor Positioning System With Online Radio Map Construction and Adaptation. - Han Zou; Ming Jin 002; Hao Jiang 008; Lihua Xie 001; Costas J. Spanos (IEEE Trans. Wirel. Commun., 2017)

Non-Parametric Outliers Detection in Multiple Time Series A Case Study: Power Grid Data Analysis. - Yuxun Zhou; Han Zou; Reza Arghandeh; Weixi Gu; Costas J. Spanos (AAAI, 2018)

WiFi-Based Human Identification via Convex Tensor Shapelet Learning. - Han Zou; Yuxun Zhou; Jianfei Yang; Weixi Gu; Lihua Xie 001; Costas J. Spanos (AAAI, 2018)

DeepSense: Device-Free Human Activity Recognition via Autoencoder Long-Term Recurrent Convolutional Network. - Han Zou; Yuxun Zhou; Jianfei Yang; Hao Jiang 008; Lihua Xie 001; Costas J. Spanos (ICC, 2018)

WiFi-enabled Device-free Gesture Recognition for Smart Home Automation. - Han Zou; Yuxun Zhou; Jianfei Yang; Hao Jiang 008; Lihua Xie 001; Costas J. Spanos (ICCA, 2018)

Robust WiFi-Enabled Device-Free Gesture Recognition via Unsupervised Adversarial Domain Adaptation. - Han Zou; Jianfei Yang; Yuxun Zhou; Lihua Xie 001; Costas J. Spanos (ICCCN, 2018)

Joint Adversarial Domain Adaptation for Resilient WiFi-Enabled Device-Free Gesture Recognition. - Han Zou; Jianfei Yang; Yuxun Zhou; Costas J. Spanos (ICMLA, 2018)

Fine-grained adaptive location-independent activity recognition using commodity WiFi. - Jianfei Yang; Han Zou; Hao Jiang 008; Lihua Xie 001 (WCNC, 2018)

Device-Free Occupant Activity Sensing Using WiFi-Enabled IoT Devices for Smart Homes. - Jianfei Yang; Han Zou; Hao Jiang 008; Lihua Xie 001 (IEEE Internet Things J., 2018)

Design Automation for Smart Building Systems. - Ruoxi Jia 001; Baihong Jin; Ming Jin 002; Yuxun Zhou; Ioannis C. Konstantakopoulos; Han Zou; Joyce Kim; Dan Li 016; Weixi Gu; Reza Arghandeh; Pierluigi Nuzzo 002; Stefano Schiavon; et al. (Proc. IEEE, 2018)

Building-in-Briefcase: A Rapidly-Deployable Environmental Sensor Suite for the Smart Building. - Kevin Weekly; Ming Jin 002; Han Zou; Christopher Hsu; Chris Soyza; Alexandre M. Bayen; Costas J. Spanos (Sensors, 2018)

CareFi: Sedentary Behavior Monitoring System via Commodity WiFi Infrastructures. - Jianfei Yang; Han Zou; Hao Jiang 008; Lihua Xie 001 (IEEE Trans. Veh. Technol., 2018)

Consensus Adversarial Domain Adaptation. - Han Zou; Yuxun Zhou; Jianfei Yang; Huihan Liu; Hari Prasanna Das; Costas J. Spanos (AAAI, 2019)

WiFi and Vision Multimodal Learning for Accurate and Robust Device-Free Human Activity Recognition. - Han Zou; Jianfei Yang; Hari Prasanna Das; Huihan Liu; Yuxun Zhou; Costas J. Spanos (CVPR Workshops, 2019)

Learning Gestures From WiFi: A Siamese Recurrent Convolutional Architecture. - Jianfei Yang; Han Zou; Yuxun Zhou; Lihua Xie 001 (IEEE Internet Things J., 2019)

Multiple Kernel Semi-Representation Learning With Its Application to Device-Free Human Activity Recognition. - Han Zou; Yuxun Zhou; Reza Arghandeh; Costas J. Spanos (IEEE Internet Things J., 2019)

Unsupervised WiFi-Enabled IoT Device-User Association for Personalized Location-Based Service. - Han Zou; Yuxun Zhou; Jianfei Yang; Costas J. Spanos (IEEE Internet Things J., 2019)

Nonparametric Event Detection in Multiple Time Series for Power Distribution Networks. - Yuxun Zhou; Reza Arghandeh; Han Zou; Costas J. Spanos (IEEE Trans. Ind. Electron., 2019)

Mind the Discriminability: Asymmetric Adversarial Domain Adaptation. - Jianfei Yang; Han Zou; Yuxun Zhou; Zhaoyang Zeng; Lihua Xie 001 (ECCV (24), 2020)

A High Efficient Technology for Parallel Fuzzing. - Yang Li; Han Zou; Hongzhi Liu (HPCCT/BDAI, 2020)

Towards Stable and Comprehensive Domain Alignment: Max-Margin Domain-Adversarial Training. - Jianfei Yang; Han Zou; Yuxun Zhou; Lihua Xie 001 (CoRR, 2020)

MobileDA: Toward Edge-Domain Adaptation. - Jianfei Yang; Han Zou; Shuxin Cao; Zhenghua Chen; Lihua Xie 001 (IEEE Internet Things J., 2020)

Adversarial Learning-Enabled Automatic WiFi Indoor Radio Map Construction and Adaptation With Mobile Robot. - Han Zou; Chunlin Chen; Maoxun Li; Jianfei Yang; Yuxun Zhou; Lihua Xie 001; Costas J. Spanos (IEEE Internet Things J., 2020)

Diurnal Evolution of the Wintertime Boundary Layer in Urban Beijing, China: Insights from Doppler Lidar and a 325-m Meteorological Tower. - Yuanjian Yang; Sihui Fan; Linlin Wang; Zhiqiu Gao; Yuanjie Zhang; Han Zou; Shiguang Miao; Yubin Li; Meng Huang; Hung Lam Steve Yim; Simone Lolli (Remote. Sens., 2020)

WiFi Fingerprinting Indoor Localization Using Local Feature-Based Deep LSTM. - Zhenghua Chen; Han Zou; Jianfei Yang; Hao Jiang 008; Lihua Xie 001 (IEEE Syst. J., 2020)

Deep Learning and Unsupervised Domain Adaptation for WiFi-based Sensing. - Jianfei Yang; Han Zou; Lihua Xie 001; Costas J. Spanos (Generalization with Deep Learning, 2021)

Unsupervised Energy-based Adversarial Domain Adaptation for Cross-domain Text Classification. - Han Zou; Jianfei Yang; Xiaojian Wu (ACL/IJCNLP (Findings), 2021)

Pushing the Envelope of Thin Crack Detection. - Liang Xu; Taro Hatsutani; Xing Liu 010; Engkarat Techapanurak; Han Zou; Takayuki Okatani (CoRR, 2021)

Robust adversarial discriminative domain adaptation for real-world cross-domain visual recognition. - Jianfei Yang; Han Zou; Yuxun Zhou; Lihua Xie 001 (Neurocomputing, 2021)

Learning decomposed hierarchical feature for better transferability of deep models. - Jianfei Yang; Hanjie Qian; Han Zou; Lihua Xie 001 (Inf. Sci., 2021)

GarbageNet: A Unified Learning Framework for Robust Garbage Classification. - Jianfei Yang; Zhaoyang Zeng; Kai Wang 036; Han Zou; Lihua Xie 001 (IEEE Trans. Artif. Intell., 2021)

MetaFi: Device-Free Pose Estimation via Commodity WiFi for Metaverse Avatar Simulation. - Jianfei Yang; Yunjiao Zhou; He Huang; Han Zou; Lihua Xie 001 (WF-IoT, 2022)

Shuffle Augmentation of Features from Unlabeled Data for Unsupervised Domain Adaptation. - Changwei Xu; Jianfei Yang; Haoran Tang; Han Zou; Cheng Lu; Tianshuo Zhang (CoRR, 2022)

RobustSense: Defending Adversarial Attack for Secure Device-Free Human Activity Recognition. - Jianfei Yang; Han Zou; Lihua Xie 001 (CoRR, 2022)

EfficientFi: Towards Large-Scale Lightweight WiFi Sensing via CSI Compression. - Jianfei Yang; Xinyan Chen; Han Zou; Dazhuo Wang; Qianwen Xu 001; Lihua Xie 001 (CoRR, 2022)

AutoFi: Towards Automatic WiFi Human Sensing via Geometric Self-Supervised Learning. - Jianfei Yang; Xinyan Chen; Han Zou; Dazhuo Wang; Lihua Xie 001 (CoRR, 2022)

Deep Learning and Its Applications to WiFi Human Sensing: A Benchmark and A Tutorial. - Jianfei Yang; Xinyan Chen; Dazhuo Wang; Han Zou; Chris Xiaoxuan Lu; Sumei Sun; Lihua Xie 001 (CoRR, 2022)

EfficientFi: Toward Large-Scale Lightweight WiFi Sensing via CSI Compression. - Jianfei Yang; Xinyan Chen; Han Zou; Dazhuo Wang; Qianwen Xu 001; Lihua Xie 001 (IEEE Internet Things J., 2022)

How Do Label Errors Affect Thin Crack Detection by DNNs. - Liang Xu; Han Zou; Takayuki Okatani (CVPR Workshops, 2023)

Geometry Enhanced Reference-based Image Super-resolution. - Han Zou; Liang Xu; Takayuki Okatani (CVPR Workshops, 2023)

Spiking Neural Network Classification Method in Motor Imagery Brain-Computer Interface. - Ping Tan; Han Xiao; Han Zou; Kun Liu; Yi Shen; Chao Chen (ICNC-FSKD, 2023)

MM-Fi: Multi-Modal Non-Intrusive 4D Human Dataset for Versatile Wireless Sensing. - Jianfei Yang; He Huang; Yunjiao Zhou; Xinyan Chen; Yuecong Xu; Shenghai Yuan; Han Zou; Chris Xiaoxuan Lu; Lihua Xie 001 (NeurIPS, 2023)

Transformer-Based Feature Aggregation and Stitching Network for Crowd Counting. - Kehao Wang 001; Yuhui Wang; Ruiqi Ren; Han Zou; Zhichao Shao (IEEE Access, 2023)

Reference-based Motion Blur Removal: Learning to Utilize Sharpness in the Reference Image. - Han Zou; Masanori Suganuma; Takayuki Okatani (CoRR, 2023)

TENT: Connect Language Models with IoT Sensors for Zero-Shot Activity Recognition. - Yunjiao Zhou; Jianfei Yang; Han Zou; Lihua Xie 001 (CoRR, 2023)

GaitFi: Robust Device-Free Human Identification via WiFi and Vision Multimodal Learning. - Lang Deng; Jianfei Yang; Shenghai Yuan; Han Zou; Chris Xiaoxuan Lu; Lihua Xie 001 (IEEE Internet Things J., 2023)

AutoFi: Toward Automatic Wi-Fi Human Sensing via Geometric Self-Supervised Learning. - Jianfei Yang; Xinyan Chen; Han Zou; Dazhuo Wang; Lihua Xie 001 (IEEE Internet Things J., 2023)

Reversible data hiding in encrypted image with local-correlation-based classification and adaptive encoding strategy. - Han Zou; Guohua Chen (Signal Process., 2023)

Advancing Imbalanced Domain Adaptation: Cluster-Level Discrepancy Minimization With a Comprehensive Benchmark. - Jianfei Yang; Jiangang Yang; Shizheng Wang; Shuxin Cao; Han Zou; Lihua Xie 001 (IEEE Trans. Cybern., 2023)

SenseFi: A library and benchmark on deep-learning-empowered WiFi human sensing. - Jianfei Yang; Xinyan Chen; Han Zou; Chris Xiaoxuan Lu; Dazhuo Wang; Sumei Sun; Lihua Xie 001 (Patterns, 2023)

MetaFi++: WiFi-Enabled Transformer-Based Human Pose Estimation for Metaverse Avatar Simulation. - Yunjiao Zhou; He Huang; Shenghai Yuan; Han Zou; Lihua Xie 001; Jianfei Yang (IEEE Internet Things J., 2023)

IoT-LLM: Enhancing Real-World IoT Task Reasoning with Large Language Models. - Tuo An; Yunjiao Zhou; Han Zou; Jianfei Yang (CoRR, 2024)

RecurFormer: Not All Transformer Heads Need Self-Attention. - Ruiqing Yan; Linghan Zheng; Xingbo Du; Han Zou; Yufeng Guo; Jianfei Yang (CoRR, 2024)

Normal-skew mixture-based robust probability hypothesis density filter under unknown statistical properties of noise. - Han Zou; Sunyong Wu; Qiutiao Xue; Xiyan Sun; Ming Li (Digit. Signal Process., 2024)

Knowledge-reinforced explainable next basket recommendation. - Ling Huang 002; Han Zou; Xiao-Dong Huang; Yuefang Gao; Yingjie Kuang; Chang-Dong Wang 001 (Neural Networks, 2024)

Atmospheric Boundary Layer Stability in Urban Beijing: Insights from Meteorological Tower and Doppler Wind Lidar. - Linlin Wang; Bingcheng Wan; Yuanjian Yang; Sihui Fan; Yi Jing; Xueling Cheng; Zhiqiu Gao; Shiguang Miao; Han Zou (Remote. Sens., 2024)

SecureSense: Defending Adversarial Attack for Secure Device-Free Human Activity Recognition. - Jianfei Yang; Han Zou; Lihua Xie 001 (IEEE Trans. Mob. Comput., 2024)

Learning Multi-Modal Scale-Aware Attentions for Efficient and Robust Road Segmentation. - Yunjiao Zhou; Jianfei Yang; Haozhi Cao; Zhaoyang Zeng; Han Zou; Lihua Xie 001 (Unmanned Syst., 2024)

An Efficient Optimization of the Monte Carlo Tree Search Algorithm for Amazons. - Lijun Zhang 018; Han Zou; Yungang Zhu (Algorithms, 2024)

VB-T PHD-SLAM: efficient SLAM under heavy-tailed noise. - Han Zou; Sunyong Wu; Qiutiao Xue; Xiyan Sun; Bing Wang (Adv. Robotics, 2024)

Social-ATPGNN: Prediction of multi-modal pedestrian trajectory of non-homogeneous social interaction. - Kehao Wang 001; Han Zou (IET Comput. Vis., 2024)

SerialGen: Personalized Image Generation by First Standardization Then Personalization. - Cong Xie; Han Zou; Ruiqi Yu; Yan Zhang; Zhenpeng Zhan (CVPR, 2025)

RefVSR++: Exploiting Reference Inputs for Reference-based Video Super-resolution. - Han Zou; Masanori Suganuma; Takayuki Okatani (WACV, 2025)

A novel Gaussian-Student's t-Skew mixture distribution based Kalman filter. - Han Zou; Sunyong Wu; Qiutiao Xue; Xiyan Sun; Ming Li (Signal Process., 2025)

SpecServe: Efficient and SLO-Aware Large Language Model Serving with Adaptive Speculative Decoding. - Kaiyu Huang; Hao Wu; Zhubo Shi; Han Zou; Minchen Yu; Qingjiang Shi (CoRR, 2025)

Knowledge-Reinforced Cross-Domain Recommendation. - Ling Huang 002; Dong Huang 001; Han Zou; Yuefang Gao; Chang-Dong Wang 001; Philip S. Yu (IEEE Trans. Neural Networks Learn. Syst., 2025)