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2020 – today
- 2024
[j37]Lijun Zhang
, Han Zou, Yungang Zhu:
An Efficient Optimization of the Monte Carlo Tree Search Algorithm for Amazons. Algorithms 17(8): 334 (2024)- [j36]Han Zou, Sunyong Wu, Qiutiao Xue, Xiyan Sun, Bing Wang:
VB-T PHD-SLAM: efficient SLAM under heavy-tailed noise. Adv. Robotics 38(15): 1093-1105 (2024) - [j35]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: 104691 (2024) - [j34]Ling Huang, Han Zou, Xiao-Dong Huang, Yuefang Gao, Yingjie Kuang, Chang-Dong Wang:
Knowledge-reinforced explainable next basket recommendation. Neural Networks 180: 106675 (2024) - [j33]Jianfei Yang, Han Zou, Lihua Xie:
SecureSense: Defending Adversarial Attack for Secure Device-Free Human Activity Recognition. IEEE Trans. Mob. Comput. 23(1): 823-834 (2024) - [j32]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): 201-213 (2024) - 2023
- [j31]Kehao Wang, Yuhui Wang, Ruiqi Ren, Han Zou, Zhichao Shao:
Transformer-Based Feature Aggregation and Stitching Network for Crowd Counting. IEEE Access 11: 124833-124844 (2023) - [j30]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): 625-636 (2023) - [j29]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): 7416-7425 (2023) - [j28]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): 14128-14136 (2023) - [j27]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): 100703 (2023) - [j26]Han Zou, Guohua Chen:
Reversible data hiding in encrypted image with local-correlation-based classification and adaptive encoding strategy. Signal Process. 205: 108847 (2023) - [j25]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): 1106-1117 (2023) - [c39]Liang Xu, Han Zou, Takayuki Okatani:
How Do Label Errors Affect Thin Crack Detection by DNNs. CVPR Workshops 2023: 4414-4423 - [c38]Han Zou, Liang Xu, Takayuki Okatani:
Geometry Enhanced Reference-based Image Super-resolution. CVPR Workshops 2023: 6124-6133 - [c37]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: 1-5 - [c36]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 - [i15]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 abs/2305.10345 (2023) - [i14]Han Zou, Masanori Suganuma, Takayuki Okatani:
Reference-based Motion Blur Removal: Learning to Utilize Sharpness in the Reference Image. CoRR abs/2307.02875 (2023) - [i13]Han Zou, Masanori Suganuma, Takayuki Okatani:
RefVSR++: Exploiting Reference Inputs for Reference-based Video Super-resolution. CoRR abs/2307.02897 (2023) - [i12]Yunjiao Zhou, Jianfei Yang, Han Zou, Lihua Xie:
TENT: Connect Language Models with IoT Sensors for Zero-Shot Activity Recognition. CoRR abs/2311.08245 (2023) - 2022
- [j24]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): 13086-13095 (2022) - [c35]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: 1-6 - [i11]Changwei Xu, Jianfei Yang, Haoran Tang, Han Zou, Cheng Lu, Tianshuo Zhang:
Shuffle Augmentation of Features from Unlabeled Data for Unsupervised Domain Adaptation. CoRR abs/2201.11963 (2022) - [i10]Jianfei Yang, Han Zou, Lihua Xie:
RobustSense: Defending Adversarial Attack for Secure Device-Free Human Activity Recognition. CoRR abs/2204.01560 (2022) - [i9]Jianfei Yang, Xinyan Chen, Han Zou, Dazhuo Wang, Qianwen Xu, Lihua Xie:
EfficientFi: Towards Large-Scale Lightweight WiFi Sensing via CSI Compression. CoRR abs/2204.04138 (2022) - [i8]Jianfei Yang, Xinyan Chen, Han Zou, Dazhuo Wang, Lihua Xie:
AutoFi: Towards Automatic WiFi Human Sensing via Geometric Self-Supervised Learning. CoRR abs/2205.01629 (2022) - [i7]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 abs/2207.07859 (2022) - [i6]Jianfei Yang, Yunjiao Zhou, He Huang, Han Zou, Lihua Xie:
MetaFi: Device-Free Pose Estimation via Commodity WiFi for Metaverse Avatar Simulation. CoRR abs/2208.10414 (2022) - [i5]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 abs/2208.14326 (2022) - 2021
- [j23]Jianfei Yang, Han Zou, Yuxun Zhou, Lihua Xie:
Robust adversarial discriminative domain adaptation for real-world cross-domain visual recognition. Neurocomputing 433: 28-36 (2021) - [j22]Jianfei Yang, Hanjie Qian, Han Zou, Lihua Xie:
Learning decomposed hierarchical feature for better transferability of deep models. Inf. Sci. 580: 385-397 (2021) - [j21]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): 372-380 (2021) - [c34]Han Zou, Jianfei Yang, Xiaojian Wu:
Unsupervised Energy-based Adversarial Domain Adaptation for Cross-domain Text Classification. ACL/IJCNLP (Findings) 2021: 1208-1218 - [p1]Jianfei Yang, Han Zou, Lihua Xie, Costas J. Spanos:
Deep Learning and Unsupervised Domain Adaptation for WiFi-based Sensing. Generalization with Deep Learning 2021: 79-100 - [i4]Liang Xu, Taro Hatsutani, Xing Liu, Engkarat Techapanurak, Han Zou, Takayuki Okatani:
Pushing the Envelope of Thin Crack Detection. CoRR abs/2101.03326 (2021) - 2020
- [j20]Jianfei Yang, Han Zou, Shuxin Cao, Zhenghua Chen, Lihua Xie:
MobileDA: Toward Edge-Domain Adaptation. IEEE Internet Things J. 7(8): 6909-6918 (2020) - [j19]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): 6946-6954 (2020) - [j18]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): 3935 (2020) - [j17]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): 3001-3010 (2020) - [c33]Jianfei Yang, Han Zou, Yuxun Zhou, Zhaoyang Zeng, Lihua Xie:
Mind the Discriminability: Asymmetric Adversarial Domain Adaptation. ECCV (24) 2020: 589-606 - [c32]Yang Li, Han Zou, Hongzhi Liu:
A High Efficient Technology for Parallel Fuzzing. HPCCT/BDAI 2020: 29-33 - [i3]Jianfei Yang, Han Zou, Yuxun Zhou, Lihua Xie:
Towards Stable and Comprehensive Domain Alignment: Max-Margin Domain-Adversarial Training. CoRR abs/2003.13249 (2020)
2010 – 2019
- 2019
- [j16]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): 1238-1245 (2019) - [j15]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): 7670-7680 (2019) - [j14]Jianfei Yang, Han Zou, Yuxun Zhou, Lihua Xie:
Learning Gestures From WiFi: A Siamese Recurrent Convolutional Architecture. IEEE Internet Things J. 6(6): 10763-10772 (2019) - [j13]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): 1619-1628 (2019) - [c31]Han Zou, Yuxun Zhou, Jianfei Yang, Huihan Liu, Hari Prasanna Das, Costas J. Spanos:
Consensus Adversarial Domain Adaptation. AAAI 2019: 5997-6004 - [c30]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: 426-433 - 2018
- [j12]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): 3991-4002 (2018) - [j11]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): 1680-1699 (2018) - [j10]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): 1381 (2018) - [j9]Jianfei Yang, Han Zou, Hao Jiang, Lihua Xie:
CareFi: Sedentary Behavior Monitoring System via Commodity WiFi Infrastructures. IEEE Trans. Veh. Technol. 67(8): 7620-7629 (2018) - [c29]Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos:
WiFi-Based Human Identification via Convex Tensor Shapelet Learning. AAAI 2018: 1711-1719 - [c28]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: 4605-4612 - [c27]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: 1-6 - [c26]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: 476-481 - [c25]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: 1-8 - [c24]Han Zou, Jianfei Yang, Yuxun Zhou, Costas J. Spanos:
Joint Adversarial Domain Adaptation for Resilient WiFi-Enabled Device-Free Gesture Recognition. ICMLA 2018: 202-207 - [c23]Jianfei Yang, Han Zou, Hao Jiang, Lihua Xie:
Fine-grained adaptive location-independent activity recognition using commodity WiFi. WCNC 2018: 1-6 - 2017
- [j8]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): 54:1-54:27 (2017) - [j7]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): 8118-8130 (2017) - [c22]Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos:
FreeCount: Device-Free Crowd Counting with Commodity WiFi. GLOBECOM 2017: 1-6 - [c21]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: 268-274 - [c20]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: 606-608 - [c19]Weixi Gu, Zimu Zhou, Yuxun Zhou, Han Zou, Yunxin Liu, Costas J. Spanos, Lin Zhang:
BikeMate: Bike Riding Behavior Monitoring with Smartphones. MobiQuitous 2017: 313-322 - [c18]Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos:
FreeDetector: Device-Free Occupancy Detection with Commodity WiFi. SECON Workshops 2017: 14-18 - [c17]Weixi Gu, Zimu Zhou, Yuxun Zhou, Miao He, Han Zou, Lin Zhang:
Predicting Blood Glucose Dynamics with Multi-time-series Deep Learning. SenSys 2017: 55:1-55:2 - [c16]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: 1-6 - 2016
- [j6]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): 268 (2016) - [j5]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): 472 (2016) - [j4]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): 194-205 (2016) - [j3]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): 1252-1266 (2016) - [c15]Zhirong Qiu, Han Zou, Hao Jiang, Lihua Xie, Yiguang Hong:
Consensus-Based Parallel Extreme Learning Machine for Indoor Localization. GLOBECOM 2016: 1-6 - [c14]Baoqi Huang, Guodong Qi, Xiaokun Yang, Long Zhao, Han Zou:
Exploiting cyclic features of walking for pedestrian dead reckoning with unconstrained smartphones. UbiComp 2016: 374-385 - [c13]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: 1081-1082 - [c12]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: 462-464 - [c11]Han Zou, Baoqi Huang, Xiaoxuan Lu, Hao Jiang, Lihua Xie:
Standardizing location fingerprints across heterogeneous mobile devices for indoor localization. WCNC 2016: 1-6 - [c10]Xiaoxuan Lu, Hongkai Wen, Han Zou, Hao Jiang, Lihua Xie, Niki Trigoni:
Robust occupancy inference with commodity WiFi. WiMob 2016: 1-8 - 2015
- [j2]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): 715-732 (2015) - [j1]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): 1804-1824 (2015) - [c9]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: 180-185 - [c8]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: 109-110 - 2014
- [c7]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: 35-42 - [c6]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: 625-630 - [c5]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: 5369-5375 - [c4]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: 1-6 - [c3]Han Zou, Hao Jiang, Xiaoxuan Lu, Lihua Xie:
An online sequential extreme learning machine approach to WiFi based indoor positioning. WF-IoT 2014: 111-116 - [i2]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 abs/1406.5765 (2014) - [i1]Kevin Weekly, Ming Jin, Han Zou, Christopher Hsu, Alexandre M. Bayen, Costas J. Spanos:
Building-in-Briefcase (BiB). CoRR abs/1409.1660 (2014) - 2013
- [c2]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: 66-71 - [c1]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: 1-5
Coauthor Index
Xiaoxuan Lu 0001
aka: Chris Xiaoxuan Lu
aka: Chris Xiaoxuan Lu
[j33] [j32] [j30] [j29] [j28] [j27] [j25] [c36] [i15] [i12] [j24] [c35] [i10] [i9] [i8] [i7] [i6] [i5] [j23] [j22] [j21] [p1] [j20] [j19] [j17] [c33] [i3] [j14] [j12] [j9] [c29] [c27] [c26] [c25] [c23] [j7] [c22] [c21] [c20] [c18] [c16] [j6] [j5] [j4] [j3] [c15] [c13] [c12] [c11] [c10] [j2] [j1] [c9] [c8] [c7] [c6] [c4] [c3] [c2] [c1]
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