Han Zou

Orcid: 0000-0002-8063-5211

According to our database1, Han Zou authored at least 84 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Learning Multi-Modal Scale-Aware Attentions for Efficient and Robust Road Segmentation.
Unmanned Syst., March, 2024

SecureSense: Defending Adversarial Attack for Secure Device-Free Human Activity Recognition.
IEEE Trans. Mob. Comput., January, 2024

2023
MetaFi++: WiFi-Enabled Transformer-Based Human Pose Estimation for Metaverse Avatar Simulation.
IEEE Internet Things J., August, 2023

SenseFi: A library and benchmark on deep-learning-empowered WiFi human sensing.
Patterns, March, 2023

Advancing Imbalanced Domain Adaptation: Cluster-Level Discrepancy Minimization With a Comprehensive Benchmark.
IEEE Trans. Cybern., 2023

Reversible data hiding in encrypted image with local-correlation-based classification and adaptive encoding strategy.
Signal Process., 2023

AutoFi: Toward Automatic Wi-Fi Human Sensing via Geometric Self-Supervised Learning.
IEEE Internet Things J., 2023

GaitFi: Robust Device-Free Human Identification via WiFi and Vision Multimodal Learning.
IEEE Internet Things J., 2023

TENT: Connect Language Models with IoT Sensors for Zero-Shot Activity Recognition.
CoRR, 2023

RefVSR++: Exploiting Reference Inputs for Reference-based Video Super-resolution.
CoRR, 2023

Reference-based Motion Blur Removal: Learning to Utilize Sharpness in the Reference Image.
CoRR, 2023

Transformer-Based Feature Aggregation and Stitching Network for Crowd Counting.
IEEE Access, 2023

MM-Fi: Multi-Modal Non-Intrusive 4D Human Dataset for Versatile Wireless Sensing.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Spiking Neural Network Classification Method in Motor Imagery Brain-Computer Interface.
Proceedings of the 19th International Conference on Natural Computation, 2023

Geometry Enhanced Reference-based Image Super-resolution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

How Do Label Errors Affect Thin Crack Detection by DNNs.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
EfficientFi: Toward Large-Scale Lightweight WiFi Sensing via CSI Compression.
IEEE Internet Things J., 2022

Deep Learning and Its Applications to WiFi Human Sensing: A Benchmark and A Tutorial.
CoRR, 2022

AutoFi: Towards Automatic WiFi Human Sensing via Geometric Self-Supervised Learning.
CoRR, 2022

EfficientFi: Towards Large-Scale Lightweight WiFi Sensing via CSI Compression.
CoRR, 2022

RobustSense: Defending Adversarial Attack for Secure Device-Free Human Activity Recognition.
CoRR, 2022

Shuffle Augmentation of Features from Unlabeled Data for Unsupervised Domain Adaptation.
CoRR, 2022

MetaFi: Device-Free Pose Estimation via Commodity WiFi for Metaverse Avatar Simulation.
Proceedings of the 8th IEEE World Forum on Internet of Things, 2022

2021
GarbageNet: A Unified Learning Framework for Robust Garbage Classification.
IEEE Trans. Artif. Intell., 2021

Learning decomposed hierarchical feature for better transferability of deep models.
Inf. Sci., 2021

Robust adversarial discriminative domain adaptation for real-world cross-domain visual recognition.
Neurocomputing, 2021

Pushing the Envelope of Thin Crack Detection.
CoRR, 2021

Unsupervised Energy-based Adversarial Domain Adaptation for Cross-domain Text Classification.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Deep Learning and Unsupervised Domain Adaptation for WiFi-based Sensing.
Proceedings of the Generalization with Deep Learning: For Improvement on Sensing Capability, 2021

2020
WiFi Fingerprinting Indoor Localization Using Local Feature-Based Deep LSTM.
IEEE Syst. J., 2020

Diurnal Evolution of the Wintertime Boundary Layer in Urban Beijing, China: Insights from Doppler Lidar and a 325-m Meteorological Tower.
Remote. Sens., 2020

Adversarial Learning-Enabled Automatic WiFi Indoor Radio Map Construction and Adaptation With Mobile Robot.
IEEE Internet Things J., 2020

MobileDA: Toward Edge-Domain Adaptation.
IEEE Internet Things J., 2020

Towards Stable and Comprehensive Domain Alignment: Max-Margin Domain-Adversarial Training.
CoRR, 2020

A High Efficient Technology for Parallel Fuzzing.
Proceedings of the HPCCT & BDAI 2020: 4th High Performance Computing and Cluster Technologies Conference & 3rd International Conference on Big Data and Artificial Intelligence, 2020

Mind the Discriminability: Asymmetric Adversarial Domain Adaptation.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
Nonparametric Event Detection in Multiple Time Series for Power Distribution Networks.
IEEE Trans. Ind. Electron., 2019

Unsupervised WiFi-Enabled IoT Device-User Association for Personalized Location-Based Service.
IEEE Internet Things J., 2019

Multiple Kernel Semi-Representation Learning With Its Application to Device-Free Human Activity Recognition.
IEEE Internet Things J., 2019

Learning Gestures From WiFi: A Siamese Recurrent Convolutional Architecture.
IEEE Internet Things J., 2019

WiFi and Vision Multimodal Learning for Accurate and Robust Device-Free Human Activity Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Consensus Adversarial Domain Adaptation.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
CareFi: Sedentary Behavior Monitoring System via Commodity WiFi Infrastructures.
IEEE Trans. Veh. Technol., 2018

Building-in-Briefcase: A Rapidly-Deployable Environmental Sensor Suite for the Smart Building.
Sensors, 2018

Design Automation for Smart Building Systems.
Proc. IEEE, 2018

Device-Free Occupant Activity Sensing Using WiFi-Enabled IoT Devices for Smart Homes.
IEEE Internet Things J., 2018

Fine-grained adaptive location-independent activity recognition using commodity WiFi.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

Joint Adversarial Domain Adaptation for Resilient WiFi-Enabled Device-Free Gesture Recognition.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Robust WiFi-Enabled Device-Free Gesture Recognition via Unsupervised Adversarial Domain Adaptation.
Proceedings of the 27th International Conference on Computer Communication and Networks, 2018

WiFi-enabled Device-free Gesture Recognition for Smart Home Automation.
Proceedings of the 14th IEEE International Conference on Control and Automation, 2018

DeepSense: Device-Free Human Activity Recognition via Autoencoder Long-Term Recurrent Convolutional Network.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

WiFi-Based Human Identification via Convex Tensor Shapelet Learning.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Non-Parametric Outliers Detection in Multiple Time Series A Case Study: Power Grid Data Analysis.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
WinIPS: WiFi-Based Non-Intrusive Indoor Positioning System With Online Radio Map Construction and Adaptation.
IEEE Trans. Wirel. Commun., 2017

SugarMate: Non-intrusive Blood Glucose Monitoring with Smartphones.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

Adaptive Localization in Dynamic Indoor Environments by Transfer Kernel Learning.
Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

Predicting Blood Glucose Dynamics with Multi-time-series Deep Learning.
Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems, 2017

FreeDetector: Device-Free Occupancy Detection with Commodity WiFi.
Proceedings of the 2017 IEEE International Conference on Sensing, 2017

BikeMate: Bike Riding Behavior Monitoring with Smartphones.
Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, 2017

Poster: WiFi-based Device-Free Human Activity Recognition via Automatic Representation Learning.
Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, 2017

Multiple Kernel Representation Learning for WiFi-Based Human Activity Recognition.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

FreeCount: Device-Free Crowd Counting with Commodity WiFi.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016
A Robust Indoor Positioning System Based on the Procrustes Analysis and Weighted Extreme Learning Machine.
IEEE Trans. Wirel. Commun., 2016

Robust Extreme Learning Machine With its Application to Indoor Positioning.
IEEE Trans. Cybern., 2016

BlueDetect: An iBeacon-Enabled Scheme for Accurate and Energy-Efficient Indoor-Outdoor Detection and Seamless Location-Based Service.
Sensors, 2016

MapSentinel: Can the Knowledge of Space Use Improve Indoor Tracking Further?
Sensors, 2016

Robust occupancy inference with commodity WiFi.
Proceedings of the 12th IEEE International Conference on Wireless and Mobile Computing, 2016

Standardizing location fingerprints across heterogeneous mobile devices for indoor localization.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2016

A transfer kernel learning based strategy for adaptive localization in dynamic indoor environments: poster.
Proceedings of the 22nd Annual International Conference on Mobile Computing and Networking, 2016

WinIPS: WiFi-based non-intrusive IPS for online radio map construction.
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

Exploiting cyclic features of walking for pedestrian dead reckoning with unconstrained smartphones.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

Consensus-Based Parallel Extreme Learning Machine for Indoor Localization.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015
A Fast and Precise Indoor Localization Algorithm Based on an Online Sequential Extreme Learning Machine.
Sensors, 2015

Fusion of WiFi, Smartphone Sensors and Landmarks Using the Kalman Filter for Indoor Localization.
Sensors, 2015

Poster Abstract: MapSentinel: Map-Aided Non-intrusive Indoor Tracking in Sensor-Rich Environments.
Proceedings of the 2nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments, 2015

A mutual information based online access point selection strategy for WiFi indoor localization.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015

2014
Building-in-Briefcase (BiB).
CoRR, 2014

An online sequential extreme learning machine approach to WiFi based indoor positioning.
Proceedings of the IEEE World Forum on Internet of Things, 2014

Robust extreme learning machine for regression problems with its application to wifi based indoor positioning system.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

Environmental sensing by wearable device for indoor activity and location estimation.
Proceedings of the IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA, October 29, 2014

Extreme learning machine with dead zone and its application to WiFi based indoor positioning.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Indoor Occupant Positioning System Using Active RFID Deployment and Particle Filters.
Proceedings of the IEEE International Conference on Distributed Computing in Sensor Systems, 2014

2013
An integrative Weighted Path Loss and Extreme Learning Machine approach to Rfid based Indoor Positioning.
Proceedings of the International Conference on Indoor Positioning and Indoor Navigation, 2013

An RFID indoor positioning system by using weighted path loss and extreme learning machine.
Proceedings of the 1st IEEE International Conference on Cyber-Physical Systems, 2013


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