Yongxin Liu, Jian Wang, Jianqiang Li, Shuteng Niu, and Houbing Song. Machine learning for the detection and identification of internet of things devices: A survey. IEEE Internet of Things Journal, 9(1):298–320, 2022, IF:11.70, (Top tier in IoT journals). 

Jian Wang, Yongxin Liu, Shuteng Niu, Weipeng Jing, and Houbing Song. Throughput optimization in heterogeneous swarms of unmanned aircraft systems for advanced aerial mobility. IEEE Transactions on Intelligent Transportation Systems, 23(3):2752–2761, 2022, IF: 6.49, (Top tier in Transportation journals). 

Jian Wang, Yongxin Liu, and Houbing Song. Counter-unmanned aircraft system(s) (c-uas): State of the art, challenges, and future trends. IEEE Aerospace and Electronic Systems Magazine, 36(3):4–29, 2021, IF: 1.59. 

Yongxin Liu, Jian Wang, Jianqiang Li, Houbing Song, Thomas Yang, Shuteng Niu, and Zhong Ming. Zero-bias deep learning for accurate identification of internet-of-things (iot) devices. IEEE Internet of Things Journal, 8(4):2627–2634, 2021, IF: 11.70, (Top tier in IoT journals). 

Jian Wang, Yongxin Liu, Shuteng Niu, and Houbing Song. Lightweight blockchain assisted secure routing of swarm uas networking. Computer Communications, 165:131–140, 2021, IF: 3.16. 

Shuteng Niu, Meryl Liu, Yongxin Liu, Jian Wang, and Houbing Song. Distant domain transfer learning for medical imaging. IEEE Journal of Biomedical and Health Informatics, 25(10):3784–3793, 2021, IF:5.77. 

Jian Wang, Yongxin Liu, Shuteng Niu, and Houbing Song. Extensive throughput enhancement for 5g-enabled uav swarm networking. IEEE Journal on Miniaturization for Air and Space Systems, 2(4):199–208, 2021. 

Jian Wang, Yongxin Liu, Shuteng Niu, and Houbing Song. Optimal routing for beamforming-constrained swarm uas networking. IEEE Transactions on Network Science and Engineering, 8(4):2897–2908, 2021, IF: 4.77. 

Yongxin Liu, Jian Wang, Jianqiang Li, Shuteng Niu, and Houbing Song. Class-incremental learning for wireless device identification in iot. IEEE Internet of Things Journal, 8(23):17227–17235, 2021, IF: 11.70, (Top tier in IoT journals). 

Jian Wang, Yongxin Liu, Shuteng Niu, Houbing Song, Weipeng Jing, and Jiawei Yuan. Blockchain enabled verification for cellular-connected unmanned aircraft system networking. Future Generation Computer Systems, 123:233–244, 2021, IF: 8.41, (Top tier in Computer System). 

Jian Wang, Yongxin Liu, Shuteng Niu, and Houbing Song. Bio-inspired routing for heterogeneous unmanned aircraft systems (uas) swarm networking. Computers and Electrical Engineering, 95:107401, 2021, IF: 3.81.  

Yongxin Liu, Jian Wang, Jianqiang Li, Shuteng Niu, Lei Wu, and Houbing Song. Zero-bias deep learning enabled quickest abnormal event detection in iot. IEEE Internet of Things Journal, pages 1–1, 2021, IF: 11.70, (Top tier in IoT journals). 

Yongxin Liu, Jian Wang, Jianqiang Li, Shuteng Niu, and Houbing Song. Zero-bias deep learning enabled quick and reliable abnormality detection in iot. arXiv preprint arXiv:2105.15098, 2021. 

Shuteng Niu, Yongxin Liu, Jian Wang, and Houbing Song. A decade survey of transfer learning (2010–2020). IEEE Transactions on Artificial Intelligence, 1(2):151–166, 2020, IF: 1.59. 

Xuejun YUE, Yulin CAI, Linhui WANG, Yongxin LIU, Jian WANG, and Jinbao HONG. Research progress of intelligent perception and analytics of agricultural information. Journal of South China Agricultural University, 41(6):14, 2020, IF: 0.54. 

Linhui Wang, Xuejun Yue, Huihui Wang, Kangjie Ling, Yongxin Liu, Jian Wang, Jinbao Hong, Wen Pen, and Houbing Song. Dynamic inversion of inland aquaculture water quality based on uavs-wsn spectral analysis. Remote Sensing, 12(3), 2020, IF: 5.78. 

Linhui Wang, Yubin Lan, Xuejun Yue, Kangjie Ling, Zhenzhao Cen, Ziyao Cheng, Yongxin Liu, and Jian Wang. Vision-based adaptive variable rate spraying approach for unmanned aerial vehicles. In- ternational Journal of Agricultural and Biological Engineering, 12(3):18–26, 2019, IF: 2.51. 

Yongxin Liu, Jianqiang Li, Zhong Ming, Houbing Song, Xiaoxiong Weng, and Jian Wang. Domain- specific data mining for residents’ transit pattern retrieval from incomplete information. Journal of Network and Computer Applications, 134:62–71, 2019, IF: 6.28. 

Linhui Wang, Xuejun Yue, Yongxin Liu, Jian Wang, and Huihui Wang. An intelligent vision based sensing approach for spraying droplets deposition detection. Sensors, 19(4), 2019, IF: 4.35. 

Xuejun Yue, Yongxin Liu, Jian Wang, Houbing Song, and Huiru Cao. Software defined radio and wire- less acoustic networking for amateur drone surveillance. IEEE Communications Magazine, 56(4):90–97, 2018, IF: 13.03, (Top tier in Communication journals). 

KangJie Ling, XueJun Yue, YongXin Liu, Jian Wang, LinHui Wang, HaiMing Gan, et al.  Design of a farm product traceability system with qr code based on mobile internet. Journal of South China Agricultural University, 38(3):118–124, 2017, IF: 0.54. 

LinHui Wang, HaiMing Gan, XueJun Yue, YuBin Lan, Jian Wang, YongXin Liu, KangJie Ling, Zhen- Zhao Cen, et al. Design of a precision spraying control system with unmanned aerial vehicle based on image recognition. Journal of South China Agricultural University, 37(6):23–30, 2016, IF: 0.54. 

XueJun Yue, Jian Wang, YuBin Lan, ZhenZhao Cen, YongXin Liu, KangJie Ling, HaiMing Gan, LinHui Wang, et al. Impacts of small-size unmanned aerial vehicle vibration characteristics on ultrasonic transducers. Journal of South China Agricultural University, 37(6):10–15, 2016, IF: 0.54. 

Jian Wang, Linhui Wang, Xuejun Yue, Yongxin Liu, Dongping Quan, Xiangming Qu, Haiming Gan, and Ju Wang. Design and test of unmanned aerial vehicle video transfer system based on wifi. Transactions of the Chinese Society of Agricultural Engineering, 31:47–51, 2015, IF: 1.71, (Top tier in Chinese Agricultural Engineering journals). 

Xuejun Yue, Dongping Quan, Tiansheng Hong, Xiang Wei, Yongxin Liu, and Jian Wang. Prediction model of phosphorus content for citrus leaves during different growth periods based on hyperspectrum. Transactions of the Chinese Society of Agricultural Engineering, 31(8):207–213, 2015, IF: 1.71, (Top tier in the Chinese Agricultural Engineering journals). 

Xuejun Yue, Dongping Quan, Tiansheng Hong, Jian Wang, Xiangming Qu, and Haiming Gan. Non- destructive hyperspectral measurement model of chlorophyll content for citrus leaves.  Transactions of the Chinese Society of Agricultural Engineering, 31(1):294–302, 2015, IF: 1.71, (Top tier in the Chinese Agricultural Engineering journals). 

Zhen Li, Tiansheng Hong, Huina Ni, Nan Li, Jian Wang, Jianbao Zheng, and Han Lin. Pigment content measurement for citrus red mite infected leaf using hyper-spectral imaging technology. Transactions of the Chinese Society of Agricultural Engineering, 30(6):124–130, 2014, IF: 1.71, (Top tier in the Chinese Agricultural Engineering journals). 

 Jian Wang, Yongxin Liu, Shuteng Niu, and Houbing Song. Reinforcement learning optimized throughput for 5g enhanced swarm uas networking. In ICC 2021 - IEEE International Conference on Communications, pages 1–6, 2021. 

Shuteng Niu, Yushan Jiang, Bowen Chen, Jian Wang, Yongxin Liu, and Houbing Song. Cross-modality transfer learning for image-text information management. ACM Trans. Manage. Inf. Syst., 13(1), oct 2021. 

Yongxin Liu, Yingjie Chen, Jian Wang, Shuteng Niu, Dahai Liu, and Houbing Song. Zero-bias deep neural network for quickest rf signal surveillance. In 2021 IEEE International Performance, Computing, and Communications Conference (IPCCC), pages 1–8, 2021. 

Yongxin Liu, Jian Wang, Yingjie Chen, Shuteng Niu, Zhihan Lv, Lei Wu, Dahai Liu, and Houbing Song. Blockchain enabled secure authentication for unmanned aircraft systems. In 2021 IEEE Globecom Workshops (GC Wkshps), pages 1–6, 2021. 

Jian Wang, Yongxin Liu, Shuteng Niu, and Houbing Song. Reinforcement learning based scheduling for heterogeneous uav networking. In 2021 17th International Conference on Mobility, Sensing and Networking (MSN), pages 420–427, 2021. 

Zachary Tauscher, Yushan Jiang, Kai Zhang, Jian Wang,  and  Houbing  Song.  Learning  to  detect: A data-driven approach for network intrusion detection. In 2021 IEEE International Performance, Computing, and Communications Conference (IPCCC), pages 1–6, 2021. 

Harry Romesburg, Jian Wang, Yushan Jiang, Huihui Wang, and Houbing Song. Software defined radio based security analysis for unmanned aircraft systems. In 2021 IEEE International Performance, Computing, and Communications Conference (IPCCC), pages 1–5, 2021. 

Gaobi Kang, Jian Wang, Xuejun Yue, Guofan Zeng, and Zekai Feng.  Transfer learning based crop disease identification using state-of-the-art deep learning framework. In 2021 IEEE International Performance, Computing, and Communications Conference (IPCCC), pages 1–6, 2021. 

Yongxin Liu, Jian Wang, Shuteng Niu, and Houbing Song. Deep learning enabled reliable identity verification and spoofing detection. In International Conference on Wireless Algorithms, Systems, and Applications, pages 333–345. Springer, 2020. 

Shuteng Niu, Yihao Hu, Jian Wang, Yongxin Liu, and Houbing Song. Feature-based distant domain transfer learning. In 2020 IEEE International Conference on Big Data (Big Data), pages 5164–5171, 2020. 

Jian Wang, Yongxin Liu, Shuteng Niu, and Houbing Song. 5g-enabled optimal bi-throughput for uas swarm networking. In 2020 International Conference on Space-Air-Ground Computing (SAGC), pages 43–48, 2020. 

Shuteng Niu, Jian Wang, Yongxin Liu, and Houbing Song. Transfer learning based data-efficient ma- chine learning enabled classification. In 2020 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Com- puting, Intl Conf on Cyber Science and Technology Congress (DASC PiCom CBDCom CyberSciTech), pages 620–626, 2020. 

Kai Zhang, Yongxin Liu, Jian Wang, Houbing Song, and Dahai Liu. Tree-based airspace capacity estimation. In 2020 Integrated Communications Navigation and Surveillance Conference (ICNS), pages 5C1–1–5C1–8, 2020. 

Jian Wang, Yongxin Liu, Shuteng Niu, and Houbing Song. Integration of software defined radios and software defined networking towards reinforcement learning enabled unmanned aerial vehicle networks. In 2019 IEEE International Conference on Industrial Internet (ICII) , pages 44–49, 2019. 

Charles Mercenit, Juan C. Rios, Yongxin Liu, Jian Wang, Jiawei Yuan, and Houbing Song. Analysis of rogue access points using sdr. In 2019 IEEE International Conference on Industrial Internet (ICII) , pages 50–55, 2019. 

Yongxin Liu, Laurent L. Njilla, Jian Wang, and Houbing Song. An lstm enabled dynamic stackelberg game theoretic method for resource allocation in the cloud. In 2019 International Conference on Computing, Networking and Communications (ICNC), pages 797–801, 2019. 

Yongxin Liu, Jian Wang, Houbing Song, Jianqiang Li, and Jiawei Yuan.   Blockchain-based secure routing strategy for airborne mesh networks.   In 2019 IEEE International Conference on Industrial Internet (ICII), pages 56–61, 2019. 

Yu Jiang, Mingzhe Wang, Xun Jiao, Houbing Song, Hui Kong, Rui Wang, Yongxin Liu, Jian Wang, and Jiaguang Sun. Uncertainty theory based reliability-centric cyber-physical system design. In 2019 International Conference on Internet of Things (iThings) and IEEE Green Computing and Commu- nications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData), pages 208–215, 2019. 

Jian Wang, Nicolas Juarez, Emma Kohm, Yongxin Liu, Jiawei Yuan, and Houbing Song. Integration of sdr and uas for malicious wi-fi hotspots detection. In 2019 Integrated Communications, Navigation and Surveillance Conference (ICNS), pages 1–8, 2019. 

Jian Wang, Yongxin Liu, Alfaidi Amal, Houbing Song, Richard S. Stansbury, Jiawei Yuan, and Tianyu Yang. Fountain code enabled ads-b for aviation security and safety enhancement. In 2018 IEEE 37th International Performance Computing and Communications Conference (IPCCC) , pages 1–7, 2018. 

Jian Wang, Xuejun Yue, Yongxin Liu, Houbing Song, Jiawei Yuan, Tianyu Yang, and Remzi Seker. Integrating ground surveillance with aerial surveillance for enhanced amateur drone detection. In Disruptive Technologies in Information Sciences, volume 10652, page 106520E. International Society for Optics and Photonics, 2018. 

Houbing S., Yongxin L., Jian W. (2020). UAS Detection and Negation (U.S.), PCT/US2020/027306. 

Xuejun Y., Linhui W., Jian W., Yongxin L., Kangjie L., Haiming G., Ju W., Dongping D., Dongming W., Lisheng L. (2020). Ground-air wireless sensor network communication device and method compatible with UAV. (China Patent Issue No. CN105828345B), China Patent Office. 

Xuejun Y., Yang L., Linhui W., Zhenzhao C., Kangjie L., Ziyao C., Yongxin L., Jian W., Yiping L., (2020).  Fog drops deposition image detection system and method based on yolo network. (China Patent Issue No. CN110689519A), China Patent Office. 

Xuejun Y., Linhui W., Haiming G., Kangjie L., Zhenzhao C., Ziyao C., Jian W., Yongxin L., Yang L. (2020). Intelligent automatic targeting spraying flow control device and method for weeding unmanned aerial vehicle.  (China Patent Issue No. CN109258601B), China Patent Office. 

Xuejun Y., Yang L., Linhui W., Kangjie L., Zhenzhao C., Ziyao C., Jian W., Yongxin L. (2019).  A kind of vacant lot linkage LoRaWAN communication device and method based on UAV mobile gateway. (China Patent Issue No. CN109451454A), China Patent Office. 

Xuejun Y., Zhenzhao C., Linhui W., Kangjie L., Ziyao C., Feng W., Zhiqing Z., Haiming G., Yongxin L., Jian W. (2019). A kind of unmanned plane region based on machine vision is to target variable farm chemical applying control device and method. (China Patent Issue No. CN109122634A), China Patent Office. 

Xuejun Y., Haiming G., Linhui W., Jian W., Kangjie L., Feng W., Zhiqing Z., Zhenzhao C., Zhihui Q., Xida L., (2019). A kind of automatic joint filling sander of chopping block.  (China Patent Issue No.  CN107042434B), China Patent Office. 

Xuejun Y., Kangjie L., Yubin L., Yongxin L., Kun C., Jian W., Chunhua Z., Hehua Y., Huihui Z., Jiyu L., Jie H. (2018). Unmanned plane hedging detection system and method based on laser and binocular vision. (China Patent Issue No. CN105138002B), China Patent Office. 

Xuejun Y., Dongping Q., Yongxin L., Kun C., Jiaxing X, Yingwei Y., Jian W., Mingjie Z. (2017). Internet of Things irrigating facility regulation platform and method based on unmanned vehicle. (China Patent Issue No. CN104049625B), China Patent Office. 

Xuejun Y., Linhui W., Yongxin L., Jian W., Kangjie L., Haiming G., Ju W., Feng W., Zhiqing Z., Jusheng H., Zhenzhao., Zhengrong L. (2017).  A kind of unmanned vehicle variable rate spray control device and method based on GPS. (China Patent Issue No. CN107264804A), China Patent Office. 

Xuejun Y., Tiansheng H., Jian W., Yongxin L., Xing X., Kun C., Dongping Q., Xiangming Q., Yuqing Z., Yuping O. (2017). Urgent danger prevention device and control method for orchard monorail vehicle. (China Patent Issue No. CN104571106B), China Patent Office. 

Jian W., Xuejun Y., Yongxin L., Yuanxiang T., Dongping D., Xiangming Q., Ju W., Wenjie L., Wuxuan F., Guotao L., Yao C., Qiuyi H. (2017). Solar energy intelligent collection and utilization device based on wireless network and control method. (China Patent Issue No. CN104917442B), China Patent Office. 

Jian W., Xuejun Y., Yongxin L., Dongping Q., Xiangming Q., Yuanxiang T., Ju W., Wenjie L., Wuxuan F., Siqi W., Yao C., Guotao L. (2015). Based on the intelligent irrigation regulator control system that dynamic water content is estimated. (China Patent Issue No. CN204670042U), China Patent Office. 

Jian W., Yuanxiang T., Xuejun Y., Wuxuan F., Yingwei Y., Yongxin L., Xiangming Q., Haiming G., Wenjie L., Zhitao L., Wei L., Dongping Q. (2015).  Based on the irrigation environment monitoring device of wearable device.  (China Patent Issue No. CN204405115U), China Patent Office. 

Jian W., Xuejun Y., Yongxin L., Dongping Q., Xiangming Q., Yuanxiang T., Zhitao L., Wei L., Rijun P., Ju W., Wuxuan F., Wenjie L. (2015). For gathering the wireless monitor system of the environmental parameter of irrigating environment. (China Patent Issue No. CN204679116U), China Patent Office. 

Jian W., Yuanxiang T., Xuejun Y., Wuxuan F., Yingwei Y., Yongxin L., Xiangming Q., Haiming G., Wenjie L., Zhitao L., Wei L., Dongping Q. (2015). Based on the low-power consumption automatic irrigation communication device of NFC. (China Patent Issue No. CN204406115U), China Patent Office. 

Jian W., Xuejun Y., Yongxin L., Dongping Q., Xiangming Q., Yuanxiang T., Zhitao L., Wei L., Rijun P., Siqi W., Yao C., Guotao L. (2015).  Solar term perception-based irrigation device.  (China Patent Issue No.  CN204670043U), China Patent Office. 

Jian W., Xuejun Y., Yongxin L., Yuanxiang T., Xiangming Q., Dongping Q., Ju W., Wenjie L., Wuxuan F., Qiuyi H., Yao C., Guotao L. (2015). A kind of intelligent irrigation regulator control system and method based on the estimation of dynamic water content (China Patent Issue No. CN104904569B), China Patent Office. 

Xuejun Y, Jian W., Yongxin L., Kun C., Xing X., Yingwei Y., Xiangming Q., Mingjie Z., Zhuliang C. (2014). Microwave navigator based Autonomous landing control system and algorithm for fixed-wing unmanned aerial vehicles (China Patent Issue No. CN104317304B), China Patent Office.