Zhu Xiao @ HNU

Mobile Communications, Wireless Networks, Hetnets

Internet of Vehicles, Intelligent Transportation Systems

Trajectory Big Data Mining, Positioning/Navigation, Privacy Preserving

Intelligent Information Processing, Image Processing and Pattern Recognition

We have provided free and public access to our trajectory dataset https://github.com/HunanUniversityZhuXiao/PrivateCarTrajectoryData

[INFOCOM2024] Siyu Chen, Hongbo Jiang, Jingyang Hu, Zhu Xiao*, and Daibo Liu. Silent Thief: Password Eavesdropping Leveraging Wi-Fi Beamforming Feedback from POS Terminal. IEEE INFOCOM 2024.

[TMC] Zhu Xiao, Jinmei Shu, Hongbo Jiang, Geyong Min, Jinwen Liang, Arun Iyengar. Toward Collaborative Occlusion-free Perception in Connected Autonomous Vehicles. IEEE Transactions on Mobile Computing, May 2024, Vol. 23, No. 5, pp: 4918-4929, DOI: 10.1109/TMC.2023.3298643

[JSAC] Zhu Xiao, Jinmei Shu, Hongbo Jiang, Geyong Min, Hongyang Chen and Zhu Han. Perception Task Offloading with Collaborative Computation for Autonomous Driving. IEEE Journal on Selected Areas in Communications, February 2023, Vol. 41, No. 2, pp: 457-473, DOI: 10.1109/JSAC.2022.3227027

[T-CYB] Zhu Xiao, Hui Fang, Hongbo Jiang, Jing Bai, Vincent Havyarimana, Hongyang Chen, and Licheng Jiao. Understanding Private Car Aggregation Effect via Spatio-temporal Analysis of Trajectory Data. IEEE Transactions on Cybernetics, April, 2023, Vol. 53, No. 4, pp: 2346-2357, DOI: 10.1109/TCYB.2021.3117705

[TMC] Zhu Xiao, Jinmei Shu, Hongbo Jiang, John C.S. Lui, Geyong Min, Jiangchuan Liu and Schahram Dustdar. Multi-Objective Parallel Task Offloading and Content Caching in D2D-aided MEC networks. IEEE Transactions on Mobile Computing, November 2023, Vol. 22, No. 11, pp: 6599-6615, DOI: 10.1109/TMC.2022.3199876

[IEEE Network] Zhu Xiao, Jinmei Shu, Hongbo Jiang, Geyong Min, Hongyang Chen, and Zhu Han. Overcoming Occlusions: Perception Task-Oriented Information Sharing in Connected and Autonomous Vehicles. IEEE Network, 24 October 2023, Vol. 37, No. 4, pp: 224-229.

[TCSS] Zhu Xiao, Linshan Wu, Hongbo Jiang, Zheng Qin, Chengxi Gao, You Li, Hongyang Chen, Jiangchuan Liu. Exploring Inter-city Mobility in Urban Agglomeration: Evidence from Private Car Trajectory Data. IEEE Transactions on Computational Social Systems, accepted, August 2023, DOI: 10.1109/TCSS.2023.3315683

[ICDCS23] Jingyang Hu, Hongbo Jiang, Daibo Liu, Zhu Xiao, Hangcheng Cao, Qi Yue, Schahram Dustdar, and Jiangchuan Liu. EarSonar: An Acoustic Signal-based Middle-Ear Effusion Detection using Earphones. in Proceedings of the 43rd IEEE ICDCS. 2023.

[T-ITS] Wangchen Long, Zhu Xiao*, Hongbo Jiang, Yong Xiong, Zheng Qin, You Li, and Schahram Dustdar. Learning Semantic Behavior for Human Mobility Trajectory Recovery. IEEE Transactions on Intelligent Transportation Systems, accepted, online first, Jan 2024, DOI: 10.1109/TITS.2024.3350234

[TNNLS] Jing Bai, Junjie Ren, Zhu Xiao*, Zheng Chen, Chengxi Gao, Talal Ahmed Ali Ali, and Licheng Jiao. Localizing from Classification: Self-Directed Weakly Supervised Object Localization for Remote Sensing Images. IEEE Transactions on Neural Networks and Learning Systems, accepted, August 2023, DOI: 10.1109/TNNLS.2023.3309889

[T-ITS] Zhu Xiao, Hao Li, Hongbo Jiang, You Li, Mamoun Alazab, Yongdong Zhu, and Schahram Dustdar. Predicting Urban Region Heat via Learning Arrive-Stay-Leave Behaviors of Private Cars. IEEE Transactions on Intelligent Transportation Systems, October 2023, Vol. 24, No. 10, pp: 10843-10856. DOI: 10.1109/TITS.2023.3276704.

[T-ITS] Zhu Xiao, Hui Fang, Hongbo Jiang, Vincent Havyarimana, Hongyang Chen, Fanzi Zeng, and Dong Wang. Understanding Urban Area Attractiveness Based on Private Car Trajectory Data Using a Deep Learning Approach. IEEE Transactions on Intelligent Transportation Systems, August 2022, Vol. 23, No. 8, pp: 12343-12352. DOI: 10.1109/TITS.2021.3113705

[ITSM] Zhu Xiao, Hui Xiao, Wenjie Chen, Hongyang Chen, Amelia C. Regan, and Hongbo Jiang. Exploring Human Mobility Pattern and Travel Behavior: A Focus on Private Cars. IEEE Intelligent Transportation Systems Magazine, August 2021, online first, DOI: 10.1109/MITS.2021.3098627

[T-ITS] Zhu Xiao, Yanxun Chen, Mamoun Alazab, and Hongyang Chen. Trajectory Data Acquisition via Private Car Positioning Based on Tightly-coupled GPS/OBD Integration in Urban Environments. IEEE Transactions on Intelligent Transportation Systems, 30 August 2021, online first, DOI: 10.1109/TITS.2021.3105550

[TMC] Hongbo Jiang, Zhu Xiao*, Zexian Li, Jisheng Xu, Fanzi Zeng, and Dong Wang. An Energy-Efficient Framework for Internet of Things Underlaying Heterogeneous Small Cell Networks. IEEE Transactions on Mobile Computing, Jan. 2022, Vol. 21, No. 1, pp: 31-43.

[TMC] Xingxia Dai, Zhu Xiao*, Hongbo Jiang and John C.S. Lui. UAV-Assisted Task Offloading in Vehicular Edge Computing Networks. IEEE Transactions on Mobile Computing, April, 2023, online first, DOI: 10.1109/TMC.2023.3259394.

[JSAC] Jinyang Hu, Hongbo Jiang, Zhu Xiao, Siyu Chen, Schahram Dustdar and Jiangchuan Liu. HeadTrack: Real-time Human-Computer Interaction via Wireless Earphones. IEEE Journal on Selected Areas in Communications, April 2024, Vol. 42, No. 5, pp: 990-1002. DOI: 10.1109/JSAC.2023.3345381.

[TSC] Xingxia Dai, Zhu Xiao*, Hongbo Jiang, Ming Lei, Geyong Min, Jiangchuan Liu, Schahram Dustdar. Offloading Dependent Tasks in Edge Computing with Unknown System-side Information. IEEE Transactions on Services Computing, 29 September 2023, online first, DOI: 10.1109/TSC.2023.3320674

[TMC] Hui Fang, Zhu Xiao, Pengfei Zheng, Hongyang Chen, Zhao Li, Jiajun Bu, Haishuai Wang. Learning Co-occurrence Patterns for Next Destination Recommendation. IEEE Transactions on Mobile Computing, November, 2023, online first, DOI: 10.1109/TMC.2023.3333944.

[T-CYB] Vincent Havyarimana, Zhu Xiao*, Thabo Semong, Jing Bai, Hongyang Chen, and Licheng Jiao. Achieving Reliable Intervehicle Positioning Based on Redheffer Weighted Least Squares Model under Multi-GNSS Outages. IEEE Transactions on Cybernetics, Feb. 2023, Vol. 53, No. 2, pp: 1039-1050. DOI: 10.1109/TCYB.2021.3100080

[TIE] Talal Ahmed Ali Ali, Zhu Xiao*, Hongbo Jiang, Bo Li. A Class of Digital Integrators Based on Trigonometric Quadrature Rules. IEEE Transactions on Industrial Electronics, 2024, Vol. 71, No. 6, pp: 6128-6138. DOI: 10.1109/TIE.2023.3290247

[TNNLS] Jing Bai, Wei Shi, Zhu Xiao*, Talal Ahmed Ali Ali, Fawang Ye, and Licheng Jiao. Achieving Better Category Separability for Hyperspectral Image Classification: A Spatial-Spectral Approach. IEEE Transactions on Neural Networks and Learning Systems, 16 January 2023, online first, DOI: 10.1109/TCYB.2021.3110813

[TMM] Jiajia Xie, Sheng Zhang, Beihao Xia,Zhu Xiao*, Hongbo Jiang, Siwang Zhou, Zheng Qin, Hongyang Chen. Pedestrian Trajectory Prediction Based on Social Interactions Learning with Random Weights. IEEE Transactions on Multimedia, 8 March 2024, online first, DOI: 10.1109/TMM.2024.3368931

[TIM] Jing Bai, Yuheng Lian, Yiran Wang, Junjie Ren, Zhu Xiao*, Huaji Zhou, Licheng Jiao. An Interpretable Explanation Approach for Signal Modulation Classification. IEEE Transactions on Instrumentation and Measurement, 26 March 2024, online first, 10.1109/TIM.2024.3381706

[TMC] Hongbo Jiang, Siyu Chen, Zhu Xiao*, Jingyang Hu, Jiangchuan Liu, and Schahram Dustdar. Pa-Count: Passenger Counting in Vehicles Using Wi-Fi Signals. IEEE Transactions on Mobile Computing, April 2023, online first, DOI: 10.1109/TMC.2023.3263229

[IoT-J] Jing Bai, Xuebo Liu, Yiran Wang, Zhu Xiao*, Feng Chen, Huaji Zhou, Licheng Jiao. Integrating Prior Knowledge and Contrast Feature for Signal Modulation Classification. IEEE Internet of Things Journal, 19 March 2024, online first, DOI: 10.1109/JIOT.2024.3377916

[TMC] Jingyang Hu, Hongbo Jiang, Daibo Liu, Zhu Xiao, Qibo Zhang, Geyong Min, Jiangchuan Liu. Real-time Contactless Eye Blink Detection Using UWB Radar. IEEE Transactions on Mobile Computing, accepted. 10 October 2023, online first, DOI: 10.1109/TMC.2023.3298643

[T-ITS] Qibo Zhang, Fanzi Zeng, Jingyang Hu, Zhu Xiao*, Jiongjian Fang, Kejun Lei, and Hongbo Jiang. Enhancing Perception for Intelligent Vehicles Via Electromagnetic Leakage. IEEE Transactions on Intelligent Transportation Systems, 23 December 2023, online first, DOI: 10.1109/TITS.2023.3341252

[IOTJ]Jing Bai, Xu Wang, Zhu Xiao*, Huaji Zhou, Talal Ahmed Ali Ali, You Li and Licheng Jiao. Achieving Efficient Feature Representation for Modulation Signal: A Cooperative Contrast Learning Approach. IEEE Internet of Things Journal, 08 January 2024, DOI: 10.1109/JIOT.2024.3350927.

[TMC] Jingyang Hu, Hongbo Jiang, Daibo Liu, Zhu Xiao*, Qibo Zhang, Jiangchuan Liu, Schahram Dustdar. Combining IMU with Acoustics for Head Motion Tracking Leveraging Wireless Earphone. IEEE Transactions on Mobile Computing, accepted. 19 October 2023, online first, DOI: 10.1109/TMC.2023.3325826

[T-CYB] Jing Bai, Wentao Yu, Zhu Xiao*, Amelia C. Regan, Hongbo Jiang, and Licheng Jiao. Two-Stream Spatial-Temporal Graph Convolutional Networks for Driver Drowsiness Detection. IEEE Transactions on Cybernetics, 04 October 2021, online first, DOI: 10.1109/TCYB.2021.3110813

[T-ITS] Jianhua Xiao, Zhu Xiao*, Dong Wang, et.al. Vehicle Trajectory Interpolation Based on Ensemble Transfer Regression. IEEE Transactions on Intelligent Transportation Systems, April 2021, online first, DOI: 10.1109/TITS.2021.3071761

[TNSE] Chenxi Liu, Zhu Xiao*, Dong Wang, Lei Wang, Hongbo Jiang, Hongyang Chen, Jiangxia Yu. Exploiting Spatiotemporal Correlations of Arrive-Stay-Leave Behaviors for Private Car Flow Prediction. IEEE Transactions on Network Science and Engineering, Demcember 29, 2021, online first, DOI: 10.1109/TNSE.2021.3137381

[TSP] Yiran Wang, Jing Bai*, Zhu Xiao*, Huaji Zhou and Licheng Jiao. MsmcNet: A Modular Few-shot Learning Framework for Signal Modulation Classification. IEEE Transactions on Signal Processing, July 18 2022, online first, DOI: 10.1109/TSP.2022.3191783

[JSAC] Xiaoyou Yu, Qi Yang, Zhu Xiao*, Hongyang Chen, Vincent Havyarimana, and Zhu Han. A Precoding Approach for Dual-Functional Radar-Communication System with One-Bit DACs. IEEE Journal on Selected Areas in Communications, March, 2022, Vol. 40, No. 6, pp: 1965-1977.

[TII] Xingxia Dai, Zhu Xiao*, Hongbo Jiang, Mamoun Alazab, John C. S. Lui, Geyong Min, Schahram Dustdar, and Jiangchuan Liu. Task Offloading for Cloud-Assisted Fog Computing With Dynamic Service Caching in Enterprise Management Systems. IEEE Transactions on Industrial Informatics, June 2022, online first,DOI: 10.1109/TII.2022.3158974

[ICDCS22] J Hu, H Jiang, D Liu, Zhu Xiao, S Dustdar, J Liu and G Min. BlinkRadar: Non-Intrusive Driver Eye-Blink Detection with UWB Radar. in Proceedings of IEEE ICDCS 2022, July 10 - 13, 2022, Bologna, Italy.

[WWWJ] Chenxi Liu, Zhu Xiao*, Dong Wang, Minhao Cheng, Hongyang Chen, Jiawei Cai. Foreseeing Private Car Transfer between Urban Regions with Multiple Graph-based Generative Adversarial Networks. World Wide Web: Internet and Web Information Systems (WWW), March 5, 2022, online first, DOI: https://doi.org/10.1007/s11280-021-00995-z.

[TMC] Hongbo Jiang, Xingxia Dai, Zhu Xiao*, Arun Iyengar. Joint Task Offloading and Resource Allocation for Energy-Constrained Mobile Edge Computing. IEEE Transactions on Mobile Computing,11 February 2022, online first,DOI: 10.1109/TMC.2022.3150432

[TII] Xingxia Dai, Zhu Xiao*, Hongbo Jiang, Mamoun Alazab, John C. S. Lui, Schahram Dustdar, and Jiangchuan Liu. Task Co-Offloading for D2D-assisted Mobile Edge Computing in Industrial Internet of Things. IEEE Transactions on Industrial Informatics, March 2022, online first,DOI: 10.1109/TII.2022.3158974

[TVT] Zhu Xiao, Shenyuan Xu, Tao Li, Rui Zhang, Hongbo Jiang, Amelia C. Regan, and Hongyang Chen. On Extracting Regular Travel Behavior of Private Cars Based on Trajectory Data Analysis. IEEE Transactions on Vehicular Technology, Dec. 2020, Vol. 69, No. 12, pp: 14537-14549.

[T-ITS] Yourong Huang, Zhu Xiao*, Dong Wang, Hongbo Jiang, and Di Wu. Exploring Individual Travel Patterns Across Private Car Trajectory Data. IEEE Transactions on Intelligent Transportation Systems, December 2020, Vol. 21, No. 12, pp: 5036-5050.

[TON] Hongbo Jiang, Mengyuan Wang, Ping Zhao, Zhu Xiao*, Schahram Dustdar. A Utility-Aware General Framework With Quantifiable Privacy Preservation for Destination Prediction in LBSs. IEEE/ACM Transactions on Networking , Oct. 2021, Vol. 29, Iss. 5, pp: 2228-2241. DOI: 10.1109/TNET.2021.3084251

[T-ITS] Vincent Havyarimana, Zhu Xiao*, Alexis Sibomana, Di Wu, and Jing Bai. A Fusion Framework based on Sparse Gaussian-Wigner Prediction for Vehicle Localization using GDOP of GPS Satellites. IEEE Transactions on Intelligent Transportation Systems, February 2020, Vol. 21, No. 2, pp: 680-689.

[TVT] Qibo Zhang, Fanzi Zeng*, Zhu Xiao*, Hongbo Jiang, Amelia Regan, Kehua Yang, Yongdong Zhu*. Toward Predicting Stay Time for Private Car Users: A RNN-NALU Approach. IEEE Transactions on Vehicular Technology, 05 April 2022, online first, DOI: 10.1109/TVT.2022.3164978.

[TVT] Jie Li, Fanzi Zeng, Zhu Xiao*, Zhirun Zheng, Hongbo Jiang, and Zhetao Li. Social Relationship Inference over Private Vehicle Mobility Data. IEEE Transactions on Vehicular Technology, 22 February 2021, online first, DOI: 10.1109/TVT.2021.3060787

[T-CYB] Jing Bai, Anran Yuan, Zhu Xiao*, Huaji Zhou, Dingchen Wang, Hongbo Jiang, and Licheng Jiao. Class Incremental Learning with Few-shots Based on Linear Programming for Hyperspectral Image Classiﬁcation. IEEE Transactions on Cybernetics, 2020, Accepted. DOI: 10.1109/TCYB.2020.3032958

[ACM-CSUR] Hongbo Jiang, Jie Li, Ping Zhao, Fanzi Zeng, Zhu Xiao*, and Arun Iyengar. Location Privacy-Preserving Mechanisms in Location-based Services: A Comprehensive Survey. ACM Computing Surveys, 54, 1, Article 4 (November 2020), 36 pages.

[TVT] Wangchen Long, Tao Li, Zhu Xiao*, Dong Wang, Rui Zhang, Amelia Regan, Hongyang Chen, and Yongdong Zhu. Location Prediction for Individual Vehicles via Exploiting Travel Regularity and Preference. IEEE Transactions on Vehicular Technology, 15 February 2022, online first, DOI: 10.1109/TVT.2022.3151762.

[TVT] Zhenzhen Hu, Fanzi Zeng, Zhu Xiao, Bin Fu, Hongbo Jiang, Hailiang Xiong, Yongdong Zhu, and Mamoun Alazab. Joint Resources Allocation and 3D Trajectory Optimization for UAV-enabled Space-Air-Ground Integrated Networks. IEEE Transactions on Vehicular Technology, June 2023, online first, DOI: 10.1109/TVT.2023.3280482.

[IOTJ] Jingyang Hu, Hongbo Jiang, Daibo Liu, Zhu Xiao, Schahram Dustdar, Jiangchuan Liu. A Wireless Self-Service System for Library Using Commodity RFID Devices. IEEE Internet of Things Journal, 02 August 2023, pp: 1-15, online first, DOI: 10.1109/JIOT.2023.3301462.

[TII] Jing Bai, Yiran Wang, Zhu Xiao*, and Mamoun Alazab. RffAe-S: Autoencoder Based on Random Fourier Feature with Separable Loss for Unsupervised Signal Modulation Clustering. IEEE Transactions on Industrial Informatics, 29 April 2022, online first, DOI: 10.1109/TII.2022.3158974

[TVT] Wangchen Long, Zhu Xiao*, Dong Wang, Hongbo Jiang, Jie Chen, You Li, and Mamoun Alazab. Unified Spatial-Temporal Neighbor Attention Network for Dynamic Traffic Prediction. IEEE Transactions on Vehicular Technology, 26 September 2022, pp: 1-15, online first, DOI: 10.1109/TVT.2022.3209242.

[IOTJ] Xingxia Dai, Zhu Xiao*, Hongbo Jiang*, Hongyang Chen, Geyong Min, Schahram Dustdar, and Jiannong Cao. A Learning-based Approach for Vehicle-to-Vehicle Computation Offloading. IEEE Internet of Things Journal, 13 December 2022, pp: 1-15, online first, DOI: 10.1109/JIOT.2022.3228811.

[TGRS] Jing Bai, Shaojie Huang, Zhu Xiao*, Xianmin Li, Yongdong Zhu, Amelia C. Regan, and Licheng Jiao. Few-Shot Hyperspectral Image Classification Based on Adaptive Subspaces and Feature Transformation. IEEE Transactions on Geoscience and Remote Sensing, 2021, online first, DOI: 10.1109/TGRS.2022.3149947.

[TGRS] Jing Bai, Wei Shi, Zhu Xiao*, Amelia C. Regan, Talal Ahmed Ali Ali, Yongdong Zhu, Rui Zhang, and Licheng Jiao. Hyperspectral Image Classification based on Superpixel Feature Subdivision and Adaptive Graph Structure. IEEE Transactions on Geoscience and Remote Sensing, 22 February 2022, online first, DOI: 10.1109/TGRS.2022.3149947.

[IOT-J] Liang Lyu, Fanzi Zeng, Zhu Xiao*, Chengyuan Zhang, Hongbo Jiang, Vincent Havyarimana. Computation Bits Maximization in UAV-Enabled Mobile Edge Computing System. IEEE Internet of Things Journal, 2021, online first, DOI: 10.1109/JIOT.2021.3123429.

[TGRS] Jing Bai, Bixiu Ding, Zhu Xiao*, Licheng Jiao, Hongyang Chen, and Amelia C. Regan. Hyperspectral Image Classification Based on Deep Attention Graph Convolutional Network. IEEE Transactions on Geoscience and Remote Sensing, 25 March 2021, online first, DOI: 10.1109/TGRS.2021.3066485.

[IOT-J] Xiang Xiao, Fanzi Zeng*, Hongbo Jiang*, Zhu Xiao*, Peidong Zhu. A Novel Dynamic Channel Assembling Strategy in Cognitive Radio Networks with Fine-grained Flow Classification. IEEE Internet of Things Journal, 15 April 2022, online first, DOI: 10.1109/JIOT.2022.3167739.

[TGRS] Jing Bai, Yang Zhang, Zhu Xiao*, Fawang Ye, You Li, Mamoun Alazab, and Licheng Jiao. Immune Evolutionary Generative Adversarial Networks for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing, 11 November 2022, online first, DOI: 10.1109/TGRS.2022.3210280.

[TNSE] Zhenqian Wang, Huigui Rong, Hongbo Jiang, Zhu Xiao, Fanzi Zeng. A Load-Balanced and Energy-Efficient Navigation Scheme for UAV-Mounted Mobile Edge Computing. IEEE Transactions on Network Science and Engineering, 5 July 2022, online first, DOI: 10.1109/TNSE.2022.3188670.

[TGRS] Jing Bai, Zheng Wen, Zhu Xiao*, Fawang Ye, Yongdong Zhu, Mamoun Alazab, and Licheng Jiao. Hyperspectral Image Classification Based on Multibranch Attention Transformer Networks. IEEE Transactions on Geoscience and Remote Sensing, 5 August 2022, online first, DOI: 10.1109/TGRS.2022.3196661.

[TNSE] Ping Zhao, Hongbo Jiang, Jie Li, Zhu Xiao*, Daibo Liu, Ju Ren, Deke Guo. Garbage in, Garbage out: Poisoning Attacks Disguised with Plausible Mobility in Data Aggregation. IEEE Transactions on Network Science and Engineering, 10 August 2021, online first, DOI: 10.1109/TNSE.2021.3103919.

[TNSE] Zhenzhen Hu, Fanzi Zeng, Zhu Xiao*, Bin Fu, Hongbo Jiang, and Hongyang Chen. Computation Efficiency Maximization and QoE-Provisioning in UAV-Enabled MEC Communication Systems. IEEE Transactions on Network Science and Engineering, 23 March 2021, Vol. 8, No. 2, pp: 1630-1645.

[TNSE] Hongbo Jiang, Yu Zhang, Zhu Xiao*, Ping Zhao, and Arun K Iyengar. An Empirical Study of Travel Behavior Using Private Car Trajectory Data. IEEE Transactions on Network Science and Engineering, March, 2021, Vol. 8, No. 1, pp: 53-64.

[IOT-J] Zhu Xiao, Fancheng Li, Ronghui Wu, Hongbo Jiang, Yupeng Hu, Ju Ren, Chenglin Cai, and Arun Iyengar. TrajData: On Vehicle Trajectory Collection with Commodity Plug-and-Play OBU Devices. IEEE Internet of Things Journal, Sept. 2020, Vol. 7, No. 9, pp: 9066-9079.

[TIM] Vincent Havyarimana, Zhu Xiao*, Pierre Bizimana, Damien Hanyurwimfura, and Hongbo Jiang. Toward Accurate Intervehicle Positioning Based on GNSS Pseudorange Measurements Under Non-Gaussian Generalized Errors. IEEE Transactions on Instrumentation and Measurement, 14 August 2020, vol.70， Article Sequence Number: 1001112，DOI: 10.1109/TIM.2020.3016707

[TNSE] Zichuan Liu, Rui Zhang, Chen Wang, Zhu Xiao*, and Hongbo Jiang. Spatial-temporal Conv-sequence Learning with Accident Encoding for Traffic Flow Prediction. IEEE Transactions on Network Science and Engineering, 25 February, 2022, online first, DOI: 10.1109/TNSE.2022.3152983

[ASOC] Talal Ahmed Ali Ali, Zhu Xiao*, Seyedali Mirjalili, Vincent Havyarimana. Efficient Design of Wideband Digital Fractional Order Differentiators and Integrators using Multi-verse Optimizer. Applied Soft Computing, Volume 93, August 2020, Accepted, online first.

[IOT-J] Jiali Yang, Kehua Yang, Zhu Xiao*, Hongbo Jiang, Shenyuan Xu, and Schahram Dustdar. Improving Commute Experience for Private Car Users via Blockchain-Enabled Multitask Learning. IEEE Internet of Things Journal, 20 Sep., 2023, online first, DOI: 10.1109/JIOT.2023.3317639

[IOT-J] Jie Li, Fanzi Zeng, Zhu Xiao*, Hongbo Jiang, Zhirun Zheng, Wenping Liu, and Ju Ren. Drive2friends: Inferring Social Relationships from Individual Vehicle Mobility Data. IEEE Internet of Things Journal, 18 February 2020, online first, DOI: 10.1109/JIOT.2020.2974669

[IOT-J] Zhu Xiao, Dapeng Xiao, Vincent Havyarimana, Hongbo Jiang, Daibo Liu, Dong Wang, and Fanzi Zeng. Toward Accurate Vehicle State Estimation Under Non-Gaussian Noises, IEEE Internet of Things Journal, December 2019, Vol. 6, No. 6, pp: 10652-10664.

[TGRS] Jing Bai, Junjie Ren, Yujia Yang, Zhu Xiao*, Wentao Yu, Vincent Havyarimana, and Licheng Jiao. Object Detection in Large-Scale Remote Sensing Images Based on Time-Frequency Analysis and Feature Optimization. IEEE Transactions on Geoscience and Remote Sensing, 21 October 2021, online first, DOI: 10.1109/TGRS.2021.3119344

[TGRS] Jing Bai, Ruotong Liu, Haisheng Zhao, Zhu Xiao*, Zheng Chen,Wei Shi, Yong Xiong, and Licheng Jiao. Hyperspectral Image Classification Using Geometric Spatial-Spectral Feature Integration: A Class Incremental Learning Approach. IEEE Transactions on Geoscience and Remote Sensing, 19 October 2023, online first, DOI: 10.1109/TGRS.2023.3333005

[TVT] Zhu Xiao, Xiangyu Shen, Fanzi Zeng, Vincent Havyarimana, Dong Wang, Weiwei Chen, and Keqin Li. Spectrum Resource Sharing in Heterogeneous Vehicular Networks: A Non-Cooperative Game-Theoretic Approach with Correlated Equilibrium, IEEE Transactions on Vehicular Technology, October 2018, Vol. 67, No. 10, pp: 9449-9458.

[TKDD] Yourong Huang, Zhu Xiao*, Xiaoyou Yu, Dong Wang, Vincent Havyarimana, and Jing Bai. Road Network Construction with Complex Intersections based on Sparsely-Sampled Private Car Trajectory Data. ACM Transactions on Knowledge Discovery from Data, June 2019, Vol. 13, No. 3, Article 35, pp: 1-28.

[IOT-J] Zhu Xiao, Xingxia Dai, Hongbo Jiang, Dong Wang, Hongyang Chen, Liang Yang, and Fanzi Zeng. Vehicular Task Offloading via Heat-Aware MEC Cooperation Using Game-Theoretic Method, IEEE Internet of Things Journal, March 2020 , Vol. 7, No. 3, pp: 2038-2052.

[T-ITS] Dong Wang, Jiaojiao Fan, Zhu Xiao*, Hongbo Jiang, Hongyang Chen, Fanzi Zeng, and Keqin Li. Stop-and-Wait: Discover Aggregation Effect Based on Private Car Trajectory Data. IEEE Transactions on Intelligent Transportation Systems, October 2019, Vol. 20, No. 10, pp: 3623-3633.

[TVT] Fanzi Zeng, Zhenzhen Hu, Zhu Xiao*, Hongbo Jiang, Siwang Zhou, Wenping Liu, and Daibo Liu. Resource Allocation and Trajectory Optimization for QoE Provisioning in Energy-efficient UAV-enabled Wireless Networks, IEEE Transactions on Vehicular Technology, July. 2020, Vol. 69, No. 7, pp: 7634-7647.

[TON] Ping Zhao, Hongbo Jiang, Jie Li, Fanzi Zeng, Zhu Xiao, Kun Xie, and Guanglin Zhang. Synthesizing Privacy Preserving Traces: Enhancing Plausibility With Social Networks. IEEE/ACM Transactions on Networking, December 2019, Vol. 27, No. 6, pp: 2391-2404.

[IOT-J] Zhu Xiao, Fancheng Li, Hongbo Jiang, Jing Bai, Jisheng Xu, Fanzi Zeng, and Min Liu. A Joint Information and Energy Cooperation Framework for CR-Enabled Macro-Femto Heterogeneous Networks. IEEE Internet of Things Journal, April 2020, Vol. 7, No. 4, pp: 2828-2839.

[KNOSYS] Jianhua Xiao, Zhu Xiao*, Dong Wang, Jing Bai, Vincent Havyarimana, and Fanzi Zeng. Short-term traffic volume prediction by ensemble learning in concept drifting environments. Knowledge-Based Systems, January 15 2019, Vol. 164, pp: 213-225.

[KNOSYS] Talal Ahmed Ali Ali, Zhu Xiao*, Jingru Sun, Seyedali Mirjalili, Vincent Havyarimana, and Hongbo Jiang. Optimal Design of IIR Wideband Digital Differentiators and Integrators using Salp Swarm Algorithm. Knowledge-Based Systems, 15 October 2019, Vol. 182, online first, https://doi.org/10.1016/j.knosys.2019.07.005

[RS]Huaji Zhou, Jing Bai, Linchun Niu, Jie Xu, Zhu Xiao, Shilian Zheng, Licheng Jiao, and Xiaoniu Yang. Electromagnetic Signal Classification Based on Class Exemplar Selection and Multi-Objective Linear Programming. Remote Sensing, 2022, 14, 1177. https://doi.org/10.3390/rs14051177.

[JSEN] Jie Chen, Zhu Xiao*, Dong Wang, Daiwu Chen, Vincent Havyarimana, Jing Bai, and Hongyang Chen. Towards Opportunistic Compression and Transmission for Private Car Trajectory Data Collection. IEEE Sensors Journal, March 2019, Vol. 19, No. 5, pp: 1925-1935.

[NCAA] Jianhua Xiao, Zhiyang Xiang, Dong Wang, and Zhu Xiao*. Nonparametric kernel smoother on topology learning neural networks for incremental and ensemble regression. Neural Computing and Applications, July 2019, Vol. 31, Iss. 7, pp: 2621–2633.

[IOT-J] Huigui Rong, Zhenqian Wang, Hongbo Jiang, Zhu Xiao, and Fanzi Zeng. Energy-Aware Clustering and Routing in Infrastructure Failure Areas With D2D Communication, IEEE Internet of Things Journal , October 2019, Vol. 6, No. 5, pp: 8645-8657.

[TVT] Wei Zhang, Siwang Zhou, Liang Yang, Lu Ou, and Zhu Xiao. WiFiMap+: High-Level Indoor Semantic Inference With WiFi Human Activity and Environment. IEEE Transactions on Vehicular Technology, August 2019, Vol. 68, No. 8, pp: 7890-7903.

[TVT] Xiaoyou Yu, Li Tu, Qi Yang, Miao Yu, Zhu Xiao, and Yongdong Zhu. Hybrid Beamforming in Mmwave Massive MIMO for IoV With Dual-Functional Radar Communication. IEEE Transactions on Vehicular Technology, Feb. 2023, Vol. 72, No. 7, pp: 9017-9030.

[ICDEW] Tong Li, Ahmad Alhilal, Anlan Zhang, Mohammad A. Hoque, Dimitris Chatzopoulos, Zhu Xiao, Yong Li, and Pan Hui. Driving Big Data: A First Look at Driving Behavior Via a Large-scale Private Car Dataset. 2019 IEEE 35th International Conference on Data Engineering Workshops, 8-12 April 2019, Macao, China, pp: 1-8.

[JSEN] Zhu Xiao, Pingting Li, Vincent Havyarimana, Hassana Maigary Georges, Dong Wang, and Keqin Li. GOI: A Novel Design for Vehicle Positioning and Trajectory Prediction under Urban Environments. IEEE Sensors Journal, July 2018, Vol. 18, No. 13, pp: 5586-5594.

[TII] Zhijing Qin, Di Wu, Zhu Xiao, Bin Fu, and Zhijin Qin. Modeling and Analysis of Data Aggregation from Convergecast in Mobile Sensor Networks for Industrial IoT, IEEE Transactions on Industrial Informatics, June 2018, Vol. 14, No. 10, pp: 4457-4467.

[INFFUS] Vincent Havyarimana, Damien Hanyurwimfura, Philibert Nsengiyumva, and Zhu Xiao*. A novel hybrid approach based-SRG model for vehicle position prediction in multi-GPS outage conditions. Information Fusion, May 2018, Vol. 41, pp: 1-8, online first, http://dx.doi.org/10.1016/j.inffus.2017.07.002

[IOT-J] Xiangyu Shen, Hongbo Jiang, Daibo Liu, Kehua Yang, Fiyang Deng, Taiyuan Zhang, Zhu Xiao, John C. S. Lui, Jiangchuan Liu, Schahram Dustdar, Jun Luo. PupilHeart: Heart Rate Variability Monitoring via Pupillary Fluctuations on Mobile Devices, IEEE Internet of Things Journal, October 2023, Vol. 10, No. 20, pp: 18042-18053.

[TSC] Shuhui Chu, Chengxi Gao, Minxian Xu, Kejiang Ye, Chengzhong Xu, Zhu Xiao. Efficient Multi-Task Computation Offloading Game for Mobile Edge Computing. IEEE Transactions on Services Computing, November 2023, online first, DOI: 10.1109/TSC.2023.3332140

[DCC] Jie Chen, Dong Wang, Zhu Xiao*, and Vincent Havyarimana. OCT: A Novel Opportunistic Compression and Transmission Approach for Private Car Trajectory Data. Data Compression Conference, IEEE, DCC2018, 27th-30th March 2018, Salt Lake City, USA.

[NEUCOM] Zhiyang. Xiang, Zhu Xiao, Dong Wang, and Jianhua Xiao. Gaussian kernel smooth regression with topology learning neural networks and Python implementation, Neurocomputing , October 18 2017, Vol. 260, pp: 1-4.

[WCMC] Zhu Xiao, Tong Li, Wei Ding, Dong Wang, and Jie Zhang. Dynamic PCI allocation on avoiding handover confusion via cell status prediction in LTE heterogeneous small cell networks. Wireless Communications And Mobile Computing, October 2016, Vol. 16, Iss. 14, pp: 1972-1986.

[GLOBECOM] Zhu Xiao, Tong Li, Wenchi Cheng, and Dong Wang. Apollonius Circles Based Outbound Handover in Macro-Small Wireless Cellular Networks. 2016 IEEE Global Communications Conference, 4-8 December 2016, Washington D.C., U.S., pp: 1-6.

[JSEN] Hassana Maigary Georges, Zhu Xiao*, and Dong Wang. Hybrid Cooperative Vehicle Positioning using Distributed Randomized Sigma Point Belief Propagation on Non-Gaussian Noise Distribution. IEEE Sensors Journal, August 2016, Vol. 16, no. 21, pp: 7803-7813.

[NEUCOM] Zhiyang Xiang, Zhu Xiao, Dong Wang, and Xiaohong Li. A Gaussian mixture framework for incremenctal nonparametric regression with topology learning neural networks . Neurocomputing, June 2016, Vol. 194, pp: 34–44.

[JIFS] Xiang, Zhiyang; Xiao, Zhu; Wang, Dong; Georges, and Hassana Maigarya. Incremental semi-supervised kernel construction with self-organizing incremental neural network and application in intrusion detection. Journal of Intelligent & Fuzzy Systems, 2016, Vol. 31, no. 2, pp: 815-823,

[VTC] Dong Wang, Jie Xiong, Zhu Xiao, and Xiaohong Li. Short-term Traffic Flow Prediction based on Ensemble Real-time Sequential Extreme Learning Machine under Non-stationary Condition. 2016 IEEE 83rd Vehicular Technology Conference. VTC2016-Spring, 15-18 May 2016, Nanjing, China, pp: 1-5.

[PIMRC] Zhu Xiao, Sui Zhan, Zhiyang Xiang, Dong Wang, and Wenjie Chen. A GPR-PSO incremental regression framework on GPS/INS integration for vehicle localization under urban environment, IEEE 27th Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, IEEE PIMRC2016, 4-7 September 2016, Valencia, Spain, pp: 1-6.

[TIIS] Tong Li, Zhu Xiao*, Hassana Maigary Georges, Zhinian Luo, and Dong Wang, Performance Analysis of Co- and Cross-tier Device-to-Device Communication Underlaying Macro-small Cell Wireless Networks, KSII Transactions on Internet and Information Systems, April 2016, Vol. 10, No. 4, pp. 1481-1500.

[PAKDD] Zhiyang Xiang, Zhu Xiao, Yourong Huang, Dong Wang, Bin Fu, and Wenjie Chen. Unsupervised and Semi-Supervised Dimensionality Reduction with Self-Organizing Incremental Neural Network and Graph Similarity Constraints. The 20th Pacific Asia Conference on Knowledge Discovery and Data Mining , April 19-22, 2016, Auckland, New Zealand, pp: 191-202.

[PIMRC] Dong Wang, Jiaqi Liao, Zhu Xiao*, and Xiaohong Li. Online-SVR for Vehicular Position Prediction during GPS Outages Using Low-Cost INS. IEEE 26th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications, PIMRC 2015, August 30-2 September 2015, Hong Kong, pp: 1-5.

[IET-COM] Hassana Maigary Georges, Dong Wang, Zhu Xiao, and Jie Chen. Hybrid global navigation satellite systems, differential navigation satellite systems and time of arrival cooperative positioning based on iterative finite difference particle filter. IET Communications, September 2015, Vol. 9, Iss. 14, pp: 1699-1709.

[IET-COM] Xu Zhang, Zhu Xiao, Shyam Babu Mahato, Enjie Liu, Ben Allen, and Carsten Maple. Dynamic user equipment-based Hysteresis-adjusting Algorithm in LTE Femtocell Network. IET Communications, November 2014, Vol. 8, No. 17, pp: 3050-3060.

肖竹, 钱鑫, 蒋洪波, 蔡成林, 曾凡仔. 一种基于双向RNN的私家车轨迹重构算法. 通信学报, 2020, 41(12): 171-181.

肖竹, 陈杰, 王东, 李晓鸿, 李仁发. 严重遮挡非视距环境下的三维定位方法. 通信学报, 2015, 36(8): 68-75.

肖竹, 王东, 李仁发, 易克初. 物联网定位与位置感知研究. 中国科学: 信息科学, 2013, 43(10): 1265-1287.

肖竹，谭光华，李仁发，张小明. 无线传感器网络中基于UWB的TOA/AOA联合定位研究. 计算机研究与发展, 2013, 50(3): 453-460.

肖竹，李仁发，易克初，张杰. 两层异构网络中Femtocell研究进展与展望. 通信学报, 2013, 34(2): 156-169.

XIAO Zhu, BAI Jing, MA Guanyi, FAN Jiangtao, YI Kechu. Research on Positioning Enhancement Scheme of CAPS via UWB Pseudolite. SCIENCE CHINA Physics, Mechanics & Astronomy，2012, 55(4): 1-5.

肖竹，王勇超，田斌，于全，易克初. 超宽带定位研究与应用：回顾和展望. 电子学报，2011, 39(1): 133-141.

肖竹，黑永强，于全，易克初. 脉冲超宽带定位技术综述. 中国科学 F辑：信息科学，2009, 39(10): 1112-1124.

肖竹，向新，于全，易克初. NLOS环境下低复杂度的UWB-SRAKE接收机性能分析. 电子与信息学报. 2009, 31(4): 874-877.

肖竹，于全，易克初，王勇超. 适用于NLOS环境的UWB定位研究. 通信学报, 2008, 29(4): 1-7.

Zhu Xiao （肖竹） Ph.D, Professor IEEE Senior Member Hunan University College of Computer Science and Electronic Engineering Changsha, 410082, China Email: zhxiao AT hnu DOT edu DOT cn / zhu.xiao.work AT gmail DOT com Homepage in Chinese（中文主页）
[Research Interests] [Education & Employment] [Recent Publications] [Publications in Chinese (国内期刊)]

Research Interests Mobile Communications, Wireless Networks, Hetnets Internet of Vehicles, Intelligent Transportation Systems Trajectory Big Data Mining, Positioning/Navigation, Privacy Preserving Intelligent Information Processing, Image Processing and Pattern Recognition We have provided free and public access to our trajectory dataset https://github.com/HunanUniversityZhuXiao/PrivateCarTrajectoryData
Education & Employment State Key Laboratory of Integrated Service Networks, Xidian University, Xi'an, China Ph.D., Electronic Engineering, March 2007 – December 2009 Supervisors: Prof. Quan Yu (*Academician of CAE, IEEE Fellow* ), Prof. Kechu Yi Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xidian University, Xi'an, China Master Degree., Computer Science, September 2004 – February 2007 Supervisor: Prof. Licheng Jiao (*Member of Academia Europaea, IEEE Fellow* ) University of Bedfordshire, Luton, U. K. Postdoc Research Fellow, May 2010 - April 2012，Supervisor: Prof. Jie Zhang (*High-level talents* )
Recent Publications [INFOCOM2024] Siyu Chen, Hongbo Jiang, Jingyang Hu, Zhu Xiao, and Daibo Liu. Silent Thief: Password Eavesdropping Leveraging Wi-Fi Beamforming Feedback from POS Terminal. IEEE INFOCOM 2024. [TMC]* Zhu Xiao, Jinmei Shu, Hongbo Jiang, Geyong Min, Jinwen Liang, Arun Iyengar. Toward Collaborative Occlusion-free Perception in Connected Autonomous Vehicles. IEEE Transactions on Mobile Computing, May 2024, Vol. 23, No. 5, pp: 4918-4929, DOI: 10.1109/TMC.2023.3298643 [JSAC] Zhu Xiao, Jinmei Shu, Hongbo Jiang, Geyong Min, Hongyang Chen and Zhu Han. Perception Task Offloading with Collaborative Computation for Autonomous Driving. IEEE Journal on Selected Areas in Communications, February 2023, Vol. 41, No. 2, pp: 457-473, DOI: 10.1109/JSAC.2022.3227027 [T-CYB] Zhu Xiao, Hui Fang, Hongbo Jiang, Jing Bai, Vincent Havyarimana, Hongyang Chen, and Licheng Jiao. Understanding Private Car Aggregation Effect via Spatio-temporal Analysis of Trajectory Data. IEEE Transactions on Cybernetics, April, 2023, Vol. 53, No. 4, pp: 2346-2357, DOI: 10.1109/TCYB.2021.3117705 [TMC] Zhu Xiao, Jinmei Shu, Hongbo Jiang, John C.S. Lui, Geyong Min, Jiangchuan Liu and Schahram Dustdar. Multi-Objective Parallel Task Offloading and Content Caching in D2D-aided MEC networks. IEEE Transactions on Mobile Computing, November 2023, Vol. 22, No. 11, pp: 6599-6615, DOI: 10.1109/TMC.2022.3199876 [IEEE Network] Zhu Xiao, Jinmei Shu, Hongbo Jiang, Geyong Min, Hongyang Chen, and Zhu Han. Overcoming Occlusions: Perception Task-Oriented Information Sharing in Connected and Autonomous Vehicles. IEEE Network, 24 October 2023, Vol. 37, No. 4, pp: 224-229. [TCSS] Zhu Xiao, Linshan Wu, Hongbo Jiang, Zheng Qin, Chengxi Gao, You Li, Hongyang Chen, Jiangchuan Liu. Exploring Inter-city Mobility in Urban Agglomeration: Evidence from Private Car Trajectory Data. IEEE Transactions on Computational Social Systems, accepted, August 2023, DOI: 10.1109/TCSS.2023.3315683 [ICDCS23] Jingyang Hu, Hongbo Jiang, Daibo Liu, Zhu Xiao, Hangcheng Cao, Qi Yue, Schahram Dustdar, and Jiangchuan Liu. EarSonar: An Acoustic Signal-based Middle-Ear Effusion Detection using Earphones. in Proceedings of the 43rd IEEE ICDCS. 2023. [T-ITS] Wangchen Long, Zhu Xiao, Hongbo Jiang, Yong Xiong, Zheng Qin, You Li, and Schahram Dustdar. Learning Semantic Behavior for Human Mobility Trajectory Recovery. IEEE Transactions on Intelligent Transportation Systems, accepted, online first, Jan 2024, DOI: 10.1109/TITS.2024.3350234 [TNNLS]* Jing Bai, Junjie Ren, Zhu Xiao, Zheng Chen, Chengxi Gao, Talal Ahmed Ali Ali, and Licheng Jiao. Localizing from Classification: Self-Directed Weakly Supervised Object Localization for Remote Sensing Images. IEEE Transactions on Neural Networks and Learning Systems, accepted, August 2023, DOI: 10.1109/TNNLS.2023.3309889 [T-ITS]* Zhu Xiao, Hao Li, Hongbo Jiang, You Li, Mamoun Alazab, Yongdong Zhu, and Schahram Dustdar. Predicting Urban Region Heat via Learning Arrive-Stay-Leave Behaviors of Private Cars. IEEE Transactions on Intelligent Transportation Systems, October 2023, Vol. 24, No. 10, pp: 10843-10856. DOI: 10.1109/TITS.2023.3276704. [T-ITS] Zhu Xiao, Hui Fang, Hongbo Jiang, Vincent Havyarimana, Hongyang Chen, Fanzi Zeng, and Dong Wang. Understanding Urban Area Attractiveness Based on Private Car Trajectory Data Using a Deep Learning Approach. IEEE Transactions on Intelligent Transportation Systems, August 2022, Vol. 23, No. 8, pp: 12343-12352. DOI: 10.1109/TITS.2021.3113705 [ITSM] Zhu Xiao, Hui Xiao, Wenjie Chen, Hongyang Chen, Amelia C. Regan, and Hongbo Jiang. Exploring Human Mobility Pattern and Travel Behavior: A Focus on Private Cars. IEEE Intelligent Transportation Systems Magazine, August 2021, online first, DOI: 10.1109/MITS.2021.3098627 [T-ITS] Zhu Xiao, Yanxun Chen, Mamoun Alazab, and Hongyang Chen. Trajectory Data Acquisition via Private Car Positioning Based on Tightly-coupled GPS/OBD Integration in Urban Environments. IEEE Transactions on Intelligent Transportation Systems, 30 August 2021, online first, DOI: 10.1109/TITS.2021.3105550 [TMC] Hongbo Jiang, Zhu Xiao, Zexian Li, Jisheng Xu, Fanzi Zeng, and Dong Wang. An Energy-Efficient Framework for Internet of Things Underlaying Heterogeneous Small Cell Networks. IEEE Transactions on Mobile Computing, Jan. 2022, Vol. 21, No. 1, pp: 31-43. [TMC]* Xingxia Dai, Zhu Xiao, Hongbo Jiang and John C.S. Lui. UAV-Assisted Task Offloading in Vehicular Edge Computing Networks. IEEE Transactions on Mobile Computing, April, 2023, online first, DOI: 10.1109/TMC.2023.3259394. [JSAC]* Jinyang Hu, Hongbo Jiang, Zhu Xiao, Siyu Chen, Schahram Dustdar and Jiangchuan Liu. HeadTrack: Real-time Human-Computer Interaction via Wireless Earphones. IEEE Journal on Selected Areas in Communications, April 2024, Vol. 42, No. 5, pp: 990-1002. DOI: 10.1109/JSAC.2023.3345381. [TSC] Xingxia Dai, Zhu Xiao, Hongbo Jiang, Ming Lei, Geyong Min, Jiangchuan Liu, Schahram Dustdar. Offloading Dependent Tasks in Edge Computing with Unknown System-side Information. IEEE Transactions on Services Computing, 29 September 2023, online first, DOI: 10.1109/TSC.2023.3320674 [TMC]* Hui Fang, Zhu Xiao, Pengfei Zheng, Hongyang Chen, Zhao Li, Jiajun Bu, Haishuai Wang. Learning Co-occurrence Patterns for Next Destination Recommendation. IEEE Transactions on Mobile Computing, November, 2023, online first, DOI: 10.1109/TMC.2023.3333944. [T-CYB] Vincent Havyarimana, Zhu Xiao, Thabo Semong, Jing Bai, Hongyang Chen, and Licheng Jiao. Achieving Reliable Intervehicle Positioning Based on Redheffer Weighted Least Squares Model under Multi-GNSS Outages. IEEE Transactions on Cybernetics, Feb. 2023, Vol. 53, No. 2, pp: 1039-1050. DOI: 10.1109/TCYB.2021.3100080 [TIE]* Talal Ahmed Ali Ali, Zhu Xiao, Hongbo Jiang, Bo Li. A Class of Digital Integrators Based on Trigonometric Quadrature Rules. IEEE Transactions on Industrial Electronics, 2024, Vol. 71, No. 6, pp: 6128-6138. DOI: 10.1109/TIE.2023.3290247 [TNNLS]* Jing Bai, Wei Shi, Zhu Xiao, Talal Ahmed Ali Ali, Fawang Ye, and Licheng Jiao. Achieving Better Category Separability for Hyperspectral Image Classification: A Spatial-Spectral Approach. IEEE Transactions on Neural Networks and Learning Systems, 16 January 2023, online first, DOI: 10.1109/TCYB.2021.3110813 [TMM]* Jiajia Xie, Sheng Zhang, Beihao Xia,Zhu Xiao, Hongbo Jiang, Siwang Zhou, Zheng Qin, Hongyang Chen. Pedestrian Trajectory Prediction Based on Social Interactions Learning with Random Weights. IEEE Transactions on Multimedia, 8 March 2024, online first, DOI: 10.1109/TMM.2024.3368931 [TIM]* Jing Bai, Yuheng Lian, Yiran Wang, Junjie Ren, Zhu Xiao, Huaji Zhou, Licheng Jiao. An Interpretable Explanation Approach for Signal Modulation Classification. IEEE Transactions on Instrumentation and Measurement, 26 March 2024, online first, 10.1109/TIM.2024.3381706 [TMC]* Hongbo Jiang, Siyu Chen, Zhu Xiao, Jingyang Hu, Jiangchuan Liu, and Schahram Dustdar. Pa-Count: Passenger Counting in Vehicles Using Wi-Fi Signals. IEEE Transactions on Mobile Computing, April 2023, online first, DOI: 10.1109/TMC.2023.3263229 [IoT-J]* Jing Bai, Xuebo Liu, Yiran Wang, Zhu Xiao, Feng Chen, Huaji Zhou, Licheng Jiao. Integrating Prior Knowledge and Contrast Feature for Signal Modulation Classification. IEEE Internet of Things Journal, 19 March 2024, online first, DOI: 10.1109/JIOT.2024.3377916 [TMC]* Jingyang Hu, Hongbo Jiang, Daibo Liu, Zhu Xiao, Qibo Zhang, Geyong Min, Jiangchuan Liu. Real-time Contactless Eye Blink Detection Using UWB Radar. IEEE Transactions on Mobile Computing, accepted. 10 October 2023, online first, DOI: 10.1109/TMC.2023.3298643 [T-ITS] Qibo Zhang, Fanzi Zeng, Jingyang Hu, Zhu Xiao, Jiongjian Fang, Kejun Lei, and Hongbo Jiang. Enhancing Perception for Intelligent Vehicles Via Electromagnetic Leakage. IEEE Transactions on Intelligent Transportation Systems, 23 December 2023, online first, DOI: 10.1109/TITS.2023.3341252 [IOTJ]Jing Bai, Xu Wang, Zhu Xiao, Huaji Zhou, Talal Ahmed Ali Ali, You Li and Licheng Jiao. Achieving Efficient Feature Representation for Modulation Signal: A Cooperative Contrast Learning Approach. IEEE Internet of Things Journal, 08 January 2024, DOI: 10.1109/JIOT.2024.3350927. [TMC] Jingyang Hu, Hongbo Jiang, Daibo Liu, Zhu Xiao, Qibo Zhang, Jiangchuan Liu, Schahram Dustdar. Combining IMU with Acoustics for Head Motion Tracking Leveraging Wireless Earphone. IEEE Transactions on Mobile Computing, accepted. 19 October 2023, online first, DOI: 10.1109/TMC.2023.3325826 [T-CYB]* Jing Bai, Wentao Yu, Zhu Xiao, Amelia C. Regan, Hongbo Jiang, and Licheng Jiao. Two-Stream Spatial-Temporal Graph Convolutional Networks for Driver Drowsiness Detection. IEEE Transactions on Cybernetics, 04 October 2021, online first, DOI: 10.1109/TCYB.2021.3110813 [T-ITS]* Jianhua Xiao, Zhu Xiao, Dong Wang, et.al. Vehicle Trajectory Interpolation Based on Ensemble Transfer Regression. IEEE Transactions on Intelligent Transportation Systems, April 2021, online first, DOI: 10.1109/TITS.2021.3071761 [TNSE]* Chenxi Liu, Zhu Xiao, Dong Wang, Lei Wang, Hongbo Jiang, Hongyang Chen, Jiangxia Yu. Exploiting Spatiotemporal Correlations of Arrive-Stay-Leave Behaviors for Private Car Flow Prediction. IEEE Transactions on Network Science and Engineering, Demcember 29, 2021, online first, DOI: 10.1109/TNSE.2021.3137381 [TSP]* Yiran Wang, Jing Bai, Zhu Xiao, Huaji Zhou and Licheng Jiao. MsmcNet: A Modular Few-shot Learning Framework for Signal Modulation Classification. IEEE Transactions on Signal Processing, July 18 2022, online first, DOI: 10.1109/TSP.2022.3191783 [JSAC] Xiaoyou Yu, Qi Yang, Zhu Xiao, Hongyang Chen, Vincent Havyarimana, and Zhu Han. A Precoding Approach for Dual-Functional Radar-Communication System with One-Bit DACs. IEEE Journal on Selected Areas in Communications, March, 2022, Vol. 40, No. 6, pp: 1965-1977. [TII]* Xingxia Dai, Zhu Xiao, Hongbo Jiang, Mamoun Alazab, John C. S. Lui, Geyong Min, Schahram Dustdar, and Jiangchuan Liu. Task Offloading for Cloud-Assisted Fog Computing With Dynamic Service Caching in Enterprise Management Systems. IEEE Transactions on Industrial Informatics, June 2022, online first,DOI: 10.1109/TII.2022.3158974 [ICDCS22]* J Hu, H Jiang, D Liu, Zhu Xiao, S Dustdar, J Liu and G Min. BlinkRadar: Non-Intrusive Driver Eye-Blink Detection with UWB Radar. in Proceedings of IEEE ICDCS 2022, July 10 - 13, 2022, Bologna, Italy. [WWWJ] Chenxi Liu, Zhu Xiao, Dong Wang, Minhao Cheng, Hongyang Chen, Jiawei Cai. Foreseeing Private Car Transfer between Urban Regions with Multiple Graph-based Generative Adversarial Networks. World Wide Web: Internet and Web Information Systems (WWW), March 5, 2022, online first, DOI: https://doi.org/10.1007/s11280-021-00995-z. [TMC]* Hongbo Jiang, Xingxia Dai, Zhu Xiao, Arun Iyengar. Joint Task Offloading and Resource Allocation for Energy-Constrained Mobile Edge Computing. IEEE Transactions on Mobile Computing,11 February 2022, online first,DOI: 10.1109/TMC.2022.3150432 [TII]* Xingxia Dai, Zhu Xiao, Hongbo Jiang, Mamoun Alazab, John C. S. Lui, Schahram Dustdar, and Jiangchuan Liu. Task Co-Offloading for D2D-assisted Mobile Edge Computing in Industrial Internet of Things. IEEE Transactions on Industrial Informatics, March 2022, online first,DOI: 10.1109/TII.2022.3158974 [TVT]* Zhu Xiao, Shenyuan Xu, Tao Li, Rui Zhang, Hongbo Jiang, Amelia C. Regan, and Hongyang Chen. On Extracting Regular Travel Behavior of Private Cars Based on Trajectory Data Analysis. IEEE Transactions on Vehicular Technology, Dec. 2020, Vol. 69, No. 12, pp: 14537-14549. [T-ITS] Yourong Huang, Zhu Xiao, Dong Wang, Hongbo Jiang, and Di Wu. Exploring Individual Travel Patterns Across Private Car Trajectory Data. IEEE Transactions on Intelligent Transportation Systems, December 2020, Vol. 21, No. 12, pp: 5036-5050. [TON]* Hongbo Jiang, Mengyuan Wang, Ping Zhao, Zhu Xiao, Schahram Dustdar. A Utility-Aware General Framework With Quantifiable Privacy Preservation for Destination Prediction in LBSs. IEEE/ACM Transactions on Networking* , Oct. 2021, Vol. 29, Iss. 5, pp: 2228-2241. DOI: 10.1109/TNET.2021.3084251 [T-ITS] Vincent Havyarimana, Zhu Xiao, Alexis Sibomana, Di Wu, and Jing Bai. A Fusion Framework based on Sparse Gaussian-Wigner Prediction for Vehicle Localization using GDOP of GPS Satellites. IEEE Transactions on Intelligent Transportation Systems, February 2020, Vol. 21, No. 2, pp: 680-689. [TVT]* Qibo Zhang, Fanzi Zeng, Zhu Xiao, Hongbo Jiang, Amelia Regan, Kehua Yang, Yongdong Zhu. Toward Predicting Stay Time for Private Car Users: A RNN-NALU Approach. IEEE Transactions on Vehicular Technology, 05 April 2022, online first, DOI: 10.1109/TVT.2022.3164978. [TVT]* Jie Li, Fanzi Zeng, Zhu Xiao, Zhirun Zheng, Hongbo Jiang, and Zhetao Li. Social Relationship Inference over Private Vehicle Mobility Data. IEEE Transactions on Vehicular Technology, 22 February 2021, online first, DOI: 10.1109/TVT.2021.3060787 [T-CYB]* Jing Bai, Anran Yuan, Zhu Xiao, Huaji Zhou, Dingchen Wang, Hongbo Jiang, and Licheng Jiao. Class Incremental Learning with Few-shots Based on Linear Programming for Hyperspectral Image Classiﬁcation. IEEE Transactions on Cybernetics, 2020, Accepted. DOI: 10.1109/TCYB.2020.3032958 [ACM-CSUR]* Hongbo Jiang, Jie Li, Ping Zhao, Fanzi Zeng, Zhu Xiao, and Arun Iyengar. Location Privacy-Preserving Mechanisms in Location-based Services: A Comprehensive Survey. ACM Computing Surveys, 54, 1, Article 4 (November 2020), 36 pages. [TVT]* Wangchen Long, Tao Li, Zhu Xiao, Dong Wang, Rui Zhang, Amelia Regan, Hongyang Chen, and Yongdong Zhu. Location Prediction for Individual Vehicles via Exploiting Travel Regularity and Preference. IEEE Transactions on Vehicular Technology, 15 February 2022, online first, DOI: 10.1109/TVT.2022.3151762. [TVT]* Zhenzhen Hu, Fanzi Zeng, Zhu Xiao, Bin Fu, Hongbo Jiang, Hailiang Xiong, Yongdong Zhu, and Mamoun Alazab. Joint Resources Allocation and 3D Trajectory Optimization for UAV-enabled Space-Air-Ground Integrated Networks. IEEE Transactions on Vehicular Technology, June 2023, online first, DOI: 10.1109/TVT.2023.3280482. [IOTJ] Jingyang Hu, Hongbo Jiang, Daibo Liu, Zhu Xiao, Schahram Dustdar, Jiangchuan Liu. A Wireless Self-Service System for Library Using Commodity RFID Devices. IEEE Internet of Things Journal, 02 August 2023, pp: 1-15, online first, DOI: 10.1109/JIOT.2023.3301462. [TII] Jing Bai, Yiran Wang, Zhu Xiao, and Mamoun Alazab. RffAe-S: Autoencoder Based on Random Fourier Feature with Separable Loss for Unsupervised Signal Modulation Clustering. IEEE Transactions on Industrial Informatics, 29 April 2022, online first, DOI: 10.1109/TII.2022.3158974 [TVT]* Wangchen Long, Zhu Xiao, Dong Wang, Hongbo Jiang, Jie Chen, You Li, and Mamoun Alazab. Unified Spatial-Temporal Neighbor Attention Network for Dynamic Traffic Prediction. IEEE Transactions on Vehicular Technology, 26 September 2022, pp: 1-15, online first, DOI: 10.1109/TVT.2022.3209242. [IOTJ]* Xingxia Dai, Zhu Xiao, Hongbo Jiang, Hongyang Chen, Geyong Min, Schahram Dustdar, and Jiannong Cao. A Learning-based Approach for Vehicle-to-Vehicle Computation Offloading. IEEE Internet of Things Journal, 13 December 2022, pp: 1-15, online first, DOI: 10.1109/JIOT.2022.3228811. [TGRS] Jing Bai, Shaojie Huang, Zhu Xiao, Xianmin Li, Yongdong Zhu, Amelia C. Regan, and Licheng Jiao. Few-Shot Hyperspectral Image Classification Based on Adaptive Subspaces and Feature Transformation. IEEE Transactions on Geoscience and Remote Sensing, 2021, online first, DOI: 10.1109/TGRS.2022.3149947. [TGRS]* Jing Bai, Wei Shi, Zhu Xiao, Amelia C. Regan, Talal Ahmed Ali Ali, Yongdong Zhu, Rui Zhang, and Licheng Jiao. Hyperspectral Image Classification based on Superpixel Feature Subdivision and Adaptive Graph Structure. IEEE Transactions on Geoscience and Remote Sensing, 22 February 2022, online first, DOI: 10.1109/TGRS.2022.3149947. [IOT-J]* Liang Lyu, Fanzi Zeng, Zhu Xiao, Chengyuan Zhang, Hongbo Jiang, Vincent Havyarimana. Computation Bits Maximization in UAV-Enabled Mobile Edge Computing System. IEEE Internet of Things Journal, 2021, online first, DOI: 10.1109/JIOT.2021.3123429. [TGRS]* Jing Bai, Bixiu Ding, Zhu Xiao, Licheng Jiao, Hongyang Chen, and Amelia C. Regan. Hyperspectral Image Classification Based on Deep Attention Graph Convolutional Network. IEEE Transactions on Geoscience and Remote Sensing, 25 March 2021, online first, DOI: 10.1109/TGRS.2021.3066485. [IOT-J]* Xiang Xiao, Fanzi Zeng, Hongbo Jiang, Zhu Xiao, Peidong Zhu. A Novel Dynamic Channel Assembling Strategy in Cognitive Radio Networks with Fine-grained Flow Classification. IEEE Internet of Things Journal, 15 April 2022, online first, DOI: 10.1109/JIOT.2022.3167739. [TGRS]* Jing Bai, Yang Zhang, Zhu Xiao, Fawang Ye, You Li, Mamoun Alazab, and Licheng Jiao. Immune Evolutionary Generative Adversarial Networks for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing, 11 November 2022, online first, DOI: 10.1109/TGRS.2022.3210280. [TNSE]* Zhenqian Wang, Huigui Rong, Hongbo Jiang, Zhu Xiao, Fanzi Zeng. A Load-Balanced and Energy-Efficient Navigation Scheme for UAV-Mounted Mobile Edge Computing. IEEE Transactions on Network Science and Engineering, 5 July 2022, online first, DOI: 10.1109/TNSE.2022.3188670. [TGRS] Jing Bai, Zheng Wen, Zhu Xiao, Fawang Ye, Yongdong Zhu, Mamoun Alazab, and Licheng Jiao. Hyperspectral Image Classification Based on Multibranch Attention Transformer Networks. IEEE Transactions on Geoscience and Remote Sensing, 5 August 2022, online first, DOI: 10.1109/TGRS.2022.3196661. [TNSE]* Ping Zhao, Hongbo Jiang, Jie Li, Zhu Xiao, Daibo Liu, Ju Ren, Deke Guo. Garbage in, Garbage out: Poisoning Attacks Disguised with Plausible Mobility in Data Aggregation. IEEE Transactions on Network Science and Engineering, 10 August 2021, online first, DOI: 10.1109/TNSE.2021.3103919. [TNSE]* Zhenzhen Hu, Fanzi Zeng, Zhu Xiao, Bin Fu, Hongbo Jiang, and Hongyang Chen. Computation Efficiency Maximization and QoE-Provisioning in UAV-Enabled MEC Communication Systems. IEEE Transactions on Network Science and Engineering, 23 March 2021, Vol. 8, No. 2, pp: 1630-1645. [TNSE]* Hongbo Jiang, Yu Zhang, Zhu Xiao, Ping Zhao, and Arun K Iyengar. An Empirical Study of Travel Behavior Using Private Car Trajectory Data. IEEE Transactions on Network Science and Engineering, March, 2021, Vol. 8, No. 1, pp: 53-64. [IOT-J]* Zhu Xiao, Fancheng Li, Ronghui Wu, Hongbo Jiang, Yupeng Hu, Ju Ren, Chenglin Cai, and Arun Iyengar. TrajData: On Vehicle Trajectory Collection with Commodity Plug-and-Play OBU Devices. IEEE Internet of Things Journal, Sept. 2020, Vol. 7, No. 9, pp: 9066-9079. [TIM] Vincent Havyarimana, Zhu Xiao, Pierre Bizimana, Damien Hanyurwimfura, and Hongbo Jiang. Toward Accurate Intervehicle Positioning Based on GNSS Pseudorange Measurements Under Non-Gaussian Generalized Errors. IEEE Transactions on Instrumentation and Measurement, 14 August 2020, vol.70， Article Sequence Number: 1001112，DOI: 10.1109/TIM.2020.3016707 [TNSE]* Zichuan Liu, Rui Zhang, Chen Wang, Zhu Xiao, and Hongbo Jiang. Spatial-temporal Conv-sequence Learning with Accident Encoding for Traffic Flow Prediction. IEEE Transactions on Network Science and Engineering, 25 February, 2022, online first, DOI: 10.1109/TNSE.2022.3152983 [ASOC]* Talal Ahmed Ali Ali, Zhu Xiao, Seyedali Mirjalili, Vincent Havyarimana. Efficient Design of Wideband Digital Fractional Order Differentiators and Integrators using Multi-verse Optimizer. Applied Soft Computing, Volume 93, August 2020, Accepted, online first. [IOT-J]* Jiali Yang, Kehua Yang, Zhu Xiao, Hongbo Jiang, Shenyuan Xu, and Schahram Dustdar. Improving Commute Experience for Private Car Users via Blockchain-Enabled Multitask Learning. IEEE Internet of Things Journal, 20 Sep., 2023, online first, DOI: 10.1109/JIOT.2023.3317639 [IOT-J]* Jie Li, Fanzi Zeng, Zhu Xiao, Hongbo Jiang, Zhirun Zheng, Wenping Liu, and Ju Ren. Drive2friends: Inferring Social Relationships from Individual Vehicle Mobility Data. IEEE Internet of Things Journal, 18 February 2020, online first, DOI: 10.1109/JIOT.2020.2974669 [IOT-J]* Zhu Xiao, Dapeng Xiao, Vincent Havyarimana, Hongbo Jiang, Daibo Liu, Dong Wang, and Fanzi Zeng. Toward Accurate Vehicle State Estimation Under Non-Gaussian Noises, IEEE Internet of Things Journal, December 2019, Vol. 6, No. 6, pp: 10652-10664. [TGRS] Jing Bai, Junjie Ren, Yujia Yang, Zhu Xiao, Wentao Yu, Vincent Havyarimana, and Licheng Jiao. Object Detection in Large-Scale Remote Sensing Images Based on Time-Frequency Analysis and Feature Optimization. IEEE Transactions on Geoscience and Remote Sensing, 21 October 2021, online first, DOI: 10.1109/TGRS.2021.3119344 [TGRS]* Jing Bai, Ruotong Liu, Haisheng Zhao, Zhu Xiao, Zheng Chen,Wei Shi, Yong Xiong, and Licheng Jiao. Hyperspectral Image Classification Using Geometric Spatial-Spectral Feature Integration: A Class Incremental Learning Approach. IEEE Transactions on Geoscience and Remote Sensing, 19 October 2023, online first, DOI: 10.1109/TGRS.2023.3333005 [TVT]* Zhu Xiao, Xiangyu Shen, Fanzi Zeng, Vincent Havyarimana, Dong Wang, Weiwei Chen, and Keqin Li. Spectrum Resource Sharing in Heterogeneous Vehicular Networks: A Non-Cooperative Game-Theoretic Approach with Correlated Equilibrium, IEEE Transactions on Vehicular Technology, October 2018, Vol. 67, No. 10, pp: 9449-9458. [TKDD] Yourong Huang, Zhu Xiao, Xiaoyou Yu, Dong Wang, Vincent Havyarimana, and Jing Bai. Road Network Construction with Complex Intersections based on Sparsely-Sampled Private Car Trajectory Data. ACM Transactions on Knowledge Discovery from Data, June 2019, Vol. 13, No. 3, Article 35, pp: 1-28. [IOT-J]* Zhu Xiao, Xingxia Dai, Hongbo Jiang, Dong Wang, Hongyang Chen, Liang Yang, and Fanzi Zeng. Vehicular Task Offloading via Heat-Aware MEC Cooperation Using Game-Theoretic Method, IEEE Internet of Things Journal, March 2020 , Vol. 7, No. 3, pp: 2038-2052. [T-ITS] Dong Wang, Jiaojiao Fan, Zhu Xiao, Hongbo Jiang, Hongyang Chen, Fanzi Zeng, and Keqin Li. Stop-and-Wait: Discover Aggregation Effect Based on Private Car Trajectory Data. IEEE Transactions on Intelligent Transportation Systems, October 2019, Vol. 20, No. 10, pp: 3623-3633. [TVT]* Fanzi Zeng, Zhenzhen Hu, Zhu Xiao, Hongbo Jiang, Siwang Zhou, Wenping Liu, and Daibo Liu. Resource Allocation and Trajectory Optimization for QoE Provisioning in Energy-efficient UAV-enabled Wireless Networks, IEEE Transactions on Vehicular Technology, July. 2020, Vol. 69, No. 7, pp: 7634-7647. [TON]* Ping Zhao, Hongbo Jiang, Jie Li, Fanzi Zeng, Zhu Xiao, Kun Xie, and Guanglin Zhang. Synthesizing Privacy Preserving Traces: Enhancing Plausibility With Social Networks. IEEE/ACM Transactions on Networking, December 2019, Vol. 27, No. 6, pp: 2391-2404. [IOT-J] Zhu Xiao, Fancheng Li, Hongbo Jiang, Jing Bai, Jisheng Xu, Fanzi Zeng, and Min Liu. A Joint Information and Energy Cooperation Framework for CR-Enabled Macro-Femto Heterogeneous Networks. IEEE Internet of Things Journal, April 2020, Vol. 7, No. 4, pp: 2828-2839. [KNOSYS] Jianhua Xiao, Zhu Xiao, Dong Wang, Jing Bai, Vincent Havyarimana, and Fanzi Zeng. Short-term traffic volume prediction by ensemble learning in concept drifting environments. Knowledge-Based Systems, January 15 2019, Vol. 164, pp: 213-225. [KNOSYS]* Talal Ahmed Ali Ali, Zhu Xiao, Jingru Sun, Seyedali Mirjalili, Vincent Havyarimana, and Hongbo Jiang. Optimal Design of IIR Wideband Digital Differentiators and Integrators using Salp Swarm Algorithm. Knowledge-Based Systems, 15 October 2019, Vol. 182, online first, https://doi.org/10.1016/j.knosys.2019.07.005 [RS]Huaji Zhou, Jing Bai, Linchun Niu, Jie Xu, Zhu Xiao, Shilian Zheng, Licheng Jiao, and Xiaoniu Yang. Electromagnetic Signal Classification Based on Class Exemplar Selection and Multi-Objective Linear Programming. Remote Sensing, 2022, 14, 1177. https://doi.org/10.3390/rs14051177. [JSEN]* Jie Chen, Zhu Xiao, Dong Wang, Daiwu Chen, Vincent Havyarimana, Jing Bai, and Hongyang Chen. Towards Opportunistic Compression and Transmission for Private Car Trajectory Data Collection. IEEE Sensors Journal, March 2019, Vol. 19, No. 5, pp: 1925-1935. [NCAA]* Jianhua Xiao, Zhiyang Xiang, Dong Wang, and Zhu Xiao. Nonparametric kernel smoother on topology learning neural networks for incremental and ensemble regression. Neural Computing and Applications, July 2019, Vol. 31, Iss. 7, pp: 2621–2633. [IOT-J]* Huigui Rong, Zhenqian Wang, Hongbo Jiang, Zhu Xiao, and Fanzi Zeng. Energy-Aware Clustering and Routing in Infrastructure Failure Areas With D2D Communication, IEEE Internet of Things Journal , October 2019, Vol. 6, No. 5, pp: 8645-8657. [TVT] Wei Zhang, Siwang Zhou, Liang Yang, Lu Ou, and Zhu Xiao. WiFiMap+: High-Level Indoor Semantic Inference With WiFi Human Activity and Environment. IEEE Transactions on Vehicular Technology, August 2019, Vol. 68, No. 8, pp: 7890-7903. [TVT] Xiaoyou Yu, Li Tu, Qi Yang, Miao Yu, Zhu Xiao, and Yongdong Zhu. Hybrid Beamforming in Mmwave Massive MIMO for IoV With Dual-Functional Radar Communication. IEEE Transactions on Vehicular Technology, Feb. 2023, Vol. 72, No. 7, pp: 9017-9030. [ICDEW] Tong Li, Ahmad Alhilal, Anlan Zhang, Mohammad A. Hoque, Dimitris Chatzopoulos, Zhu Xiao, Yong Li, and Pan Hui. Driving Big Data: A First Look at Driving Behavior Via a Large-scale Private Car Dataset. 2019 IEEE 35th International Conference on Data Engineering Workshops, 8-12 April 2019, Macao, China, pp: 1-8. [JSEN] Zhu Xiao, Pingting Li, Vincent Havyarimana, Hassana Maigary Georges, Dong Wang, and Keqin Li. GOI: A Novel Design for Vehicle Positioning and Trajectory Prediction under Urban Environments. IEEE Sensors Journal, July 2018, Vol. 18, No. 13, pp: 5586-5594. [TII] Zhijing Qin, Di Wu, Zhu Xiao, Bin Fu, and Zhijin Qin. Modeling and Analysis of Data Aggregation from Convergecast in Mobile Sensor Networks for Industrial IoT, IEEE Transactions on Industrial Informatics, June 2018, Vol. 14, No. 10, pp: 4457-4467. [INFFUS] Vincent Havyarimana, Damien Hanyurwimfura, Philibert Nsengiyumva, and Zhu Xiao. A novel hybrid approach based-SRG model for vehicle position prediction in multi-GPS outage conditions. Information Fusion, May 2018, Vol. 41, pp: 1-8, online first, http://dx.doi.org/10.1016/j.inffus.2017.07.002 [IOT-J]* Xiangyu Shen, Hongbo Jiang, Daibo Liu, Kehua Yang, Fiyang Deng, Taiyuan Zhang, Zhu Xiao, John C. S. Lui, Jiangchuan Liu, Schahram Dustdar, Jun Luo. PupilHeart: Heart Rate Variability Monitoring via Pupillary Fluctuations on Mobile Devices, IEEE Internet of Things Journal, October 2023, Vol. 10, No. 20, pp: 18042-18053. [TSC] Shuhui Chu, Chengxi Gao, Minxian Xu, Kejiang Ye, Chengzhong Xu, Zhu Xiao. Efficient Multi-Task Computation Offloading Game for Mobile Edge Computing. IEEE Transactions on Services Computing, November 2023, online first, DOI: 10.1109/TSC.2023.3332140 [DCC] Jie Chen, Dong Wang, Zhu Xiao, and Vincent Havyarimana. OCT: A Novel Opportunistic Compression and Transmission Approach for Private Car Trajectory Data. Data Compression Conference, IEEE, DCC2018, 27th-30th March 2018, Salt Lake City, USA. [NEUCOM]* Zhiyang. Xiang, Zhu Xiao, Dong Wang, and Jianhua Xiao. Gaussian kernel smooth regression with topology learning neural networks and Python implementation, Neurocomputing , October 18 2017, Vol. 260, pp: 1-4. [WCMC] Zhu Xiao, Tong Li, Wei Ding, Dong Wang, and Jie Zhang. Dynamic PCI allocation on avoiding handover confusion via cell status prediction in LTE heterogeneous small cell networks. Wireless Communications And Mobile Computing, October 2016, Vol. 16, Iss. 14, pp: 1972-1986. [GLOBECOM] Zhu Xiao, Tong Li, Wenchi Cheng, and Dong Wang. Apollonius Circles Based Outbound Handover in Macro-Small Wireless Cellular Networks. 2016 IEEE Global Communications Conference, 4-8 December 2016, Washington D.C., U.S., pp: 1-6. [JSEN] Hassana Maigary Georges, Zhu Xiao, and Dong Wang. Hybrid Cooperative Vehicle Positioning using Distributed Randomized Sigma Point Belief Propagation on Non-Gaussian Noise Distribution. IEEE Sensors Journal, August 2016, Vol. 16, no. 21, pp: 7803-7813. [NEUCOM]* Zhiyang Xiang, Zhu Xiao, Dong Wang, and Xiaohong Li. A Gaussian mixture framework for incremenctal nonparametric regression with topology learning neural networks . Neurocomputing, June 2016, Vol. 194, pp: 34–44. [JIFS] Xiang, Zhiyang; Xiao, Zhu; Wang, Dong; Georges, and Hassana Maigarya. Incremental semi-supervised kernel construction with self-organizing incremental neural network and application in intrusion detection. Journal of Intelligent & Fuzzy Systems, 2016, Vol. 31, no. 2, pp: 815-823, [VTC] Dong Wang, Jie Xiong, Zhu Xiao, and Xiaohong Li. Short-term Traffic Flow Prediction based on Ensemble Real-time Sequential Extreme Learning Machine under Non-stationary Condition. 2016 IEEE 83rd Vehicular Technology Conference. VTC2016-Spring, 15-18 May 2016, Nanjing, China, pp: 1-5. [PIMRC] Zhu Xiao, Sui Zhan, Zhiyang Xiang, Dong Wang, and Wenjie Chen. A GPR-PSO incremental regression framework on GPS/INS integration for vehicle localization under urban environment, IEEE 27th Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, IEEE PIMRC2016, 4-7 September 2016, Valencia, Spain, pp: 1-6. [TIIS] Tong Li, Zhu Xiao, Hassana Maigary Georges, Zhinian Luo, and Dong Wang, Performance Analysis of Co- and Cross-tier Device-to-Device Communication Underlaying Macro-small Cell Wireless Networks, KSII Transactions on Internet and Information Systems, April 2016, Vol. 10, No. 4, pp. 1481-1500. [PAKDD]* Zhiyang Xiang, Zhu Xiao, Yourong Huang, Dong Wang, Bin Fu, and Wenjie Chen. Unsupervised and Semi-Supervised Dimensionality Reduction with Self-Organizing Incremental Neural Network and Graph Similarity Constraints. The 20th Pacific Asia Conference on Knowledge Discovery and Data Mining , April 19-22, 2016, Auckland, New Zealand, pp: 191-202. [PIMRC] Dong Wang, Jiaqi Liao, Zhu Xiao, and Xiaohong Li. Online-SVR for Vehicular Position Prediction during GPS Outages Using Low-Cost INS. IEEE 26th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications, PIMRC 2015, August 30-2 September 2015, Hong Kong, pp: 1-5. [IET-COM]* Hassana Maigary Georges, Dong Wang, Zhu Xiao, and Jie Chen. Hybrid global navigation satellite systems, differential navigation satellite systems and time of arrival cooperative positioning based on iterative finite difference particle filter. IET Communications, September 2015, Vol. 9, Iss. 14, pp: 1699-1709. [IET-COM] Xu Zhang, Zhu Xiao, Shyam Babu Mahato, Enjie Liu, Ben Allen, and Carsten Maple. Dynamic user equipment-based Hysteresis-adjusting Algorithm in LTE Femtocell Network. IET Communications, November 2014, Vol. 8, No. 17, pp: 3050-3060.
Publications in Chinese （国内权威期刊）肖竹, 钱鑫, 蒋洪波, 蔡成林, 曾凡仔. 一种基于双向RNN的私家车轨迹重构算法. 通信学报, 2020, 41(12): 171-181. 肖竹, 陈杰, 王东, 李晓鸿, 李仁发. 严重遮挡非视距环境下的三维定位方法. 通信学报, 2015, 36(8): 68-75. 肖竹, 王东, 李仁发, 易克初. 物联网定位与位置感知研究. 中国科学: 信息科学, 2013, 43(10): 1265-1287. 肖竹，谭光华，李仁发，张小明. 无线传感器网络中基于UWB的TOA/AOA联合定位研究. 计算机研究与发展, 2013, 50(3): 453-460. 肖竹，李仁发，易克初，张杰. 两层异构网络中Femtocell研究进展与展望. 通信学报, 2013, 34(2): 156-169. XIAO Zhu, BAI Jing, MA Guanyi, FAN Jiangtao, YI Kechu. Research on Positioning Enhancement Scheme of CAPS via UWB Pseudolite. SCIENCE CHINA Physics, Mechanics & Astronomy，2012, 55(4): 1-5. 肖竹，王勇超，田斌，于全，易克初. 超宽带定位研究与应用：回顾和展望. 电子学报，2011, 39(1): 133-141. 肖竹，黑永强，于全，易克初. 脉冲超宽带定位技术综述. 中国科学 F辑：信息科学，2009, 39(10): 1112-1124. 肖竹，向新，于全，易克初. NLOS环境下低复杂度的UWB-SRAKE接收机性能分析. 电子与信息学报. 2009, 31(4): 874-877. 肖竹，于全，易克初，王勇超. 适用于NLOS环境的UWB定位研究. 通信学报, 2008, 29(4): 1-7.