智能网络与协同计算课题组
中南大学 | 计算机学院
简体中文 | English
论文成果
    2024年
  • Khan,S.U.R.,Asif,S.,Zhao M.,Zou W.,Li Y.& Li X.(2024).Optimized Deep Learning Model for Comprehensive Medical Image Analysis Across Multiple Modalities.Neurocomputing,129182.(JCR Q1, IF: 5.5).
  • Omair Bilal, Sohaib Asif, Ming Zhao, Yangfan Li, Fengxiao Tang, Yusen Zhu. (2024). Differential evolution optimization based ensemble framework for accurate cervical cancer diagnosis,Applied Soft Computing (JCR Q1, IF 8.2).
  • Guo, Z., Tang, F., Chen, X., Luo, L., & Zhao, M. (2024). Deep Reinforcement Learning-Based Content Caching in Satellite-Terrestrial Assisted Airborne Communications. IEEE Internet of Things Journal(JCR Q1, IF 8.2).
  • Asif, S., Zhao, M., Li, Y., Tang, F., Ur Rehman Khan, S., & Zhu, Y. (2024). AI-Based Approaches for the Diagnosis of Mpox: Challenges and Future Prospects. Archives of Computational Methods in Engineering, 1-33(JCR Q1, IF 9.269).
  • Asif, S., Xu, X., Zhao, M., Chen, X., Tang, F., & Zhu, Y. (2024). ResMFuse-Net: Residual-based multilevel fused network with spatial-temporal features for hand hygiene monitoring. Appl Intell(中科院2区, IF:5.3).
  • Asif, S., Zhao, M., Li, Y., Tang, F., & Zhu, Y. (2024). CGO-Ensemble: Chaos Game Optimization Algorithm-Based Fusion of Deep Neural Networks for Accurate Mpox Detection. Neural Networks(CCF B, IF 7.8).
  • Chen, X., Tan, J., Kang, L., Tang, F., Zhao, M., & Kato, N. (2024). Frequency Selective Surface towards 6G Communication Systems: A Contemporary Survey. IEEE Communications Surveys & Tutorials(中科院1区, IF:35.6).
  • Asif, S., Zhao, M., Tang, F., & Zhu, Y. (2024). DCDS-Net: Deep transfer network based on depth-wise separable convolution with residual connection for diagnosing gastrointestinal diseases. Biomedical Signal Processing and Control(JCR Q2,IF:5.1).
    • 2023年
  • Dai, X., Lu, Z., Chen, X., Xu, X., & Tang, F. (2023). Multi-Agent RL Based Jointly Trajectory Scheduling and Resource Allocation in NOMA-Assisted UAV Swarm Network. IEEE Internet of Things Journal(JCR Q1, IF 5.339).
  • Yuan, X., Tang, F., Zhao, M., & Kato, N. (2023). Joint Rate and Coverage Optimization for the THz/RF Multi-band Communications of Space-air-ground Integrated Network in 6G. IEEE Transactions on Wireless Communications(中科院1区, IF:10.4).
  • Khan, S. U. R., Zhao, M., Asif, S. et al. (2023). GLNET: global-local CNN's-based informed model for detection of breast cancer categories from histopathological slides. The Journal of Supercomputing(CCF C).
  • Khan, S. U. R., Zhao, M., Asif, S., & Chen, X. (2023). Hybrid‐NET: A fusion of DenseNet169 and advanced machine learning classifiers for enhanced brain tumor diagnosis. International Journal of Imaging Systems and Technology.
  • Sohaib Asif, Ming Zhao, Fengxiao Tang, Yusen Zhu, & Baokang Zhao. (2023). Metaheuristics optimization-based ensemble of deep neural networks for Mpox disease detectio. Neural Networks (CCF B, IF 7.8)
  • Li, Z., Lin, T. E., Wu, Y., Liu, M., Tang, F., Zhao, M., & Li, Y. (2023). UniSA: Unified Generative Framework for Sentiment Analysis. arXiv preprint arXiv:2309.01339.
  • Guo, Q., Tang, F., & Kato, N. (2023). Resource Allocation for Aerial Assisted Digital Twin Edge Mobile Network. IEEE Journal on Selected Areas in Communications(CCF A, IF 16.4).
  • Asif, S, Khan, SUR, Zheng, X, & Zhao, M. (2023). MozzieNet: A deep learning approach to efficiently detect malaria parasites in blood smear images. Int J Imaging Syst Technol. 2023; 1-18. doi:10.1002/ima.22953
  • Tan, J., Tang, F., Zhao, M., & Kato, N. (2023, August). Performance Analysis of Space-Air-Ground Integrated Network (SAGIN): UAV Altitude and Position Angle. In 2023 IEEE/CIC International Conference on Communications in China (ICCC) (pp. 1-6). IEEE.
  • Asif, S., Zhao, M., Tang, F., & Zhu, Y. (2023). LWSE: a lightweight stacked ensemble model for accurate detection of multiple chest infectious diseases including COVID-19. Multimedia Tools and Applications, 1-37.
  • Yao, X., Zhan, Y., Chen, Y., Tang, F., Zhao, M., Li, E., & Zhang, Y. (2023, July). DUO: Stealthy Adversarial Example Attack on Video Retrieval Systems via Frame-Pixel Search. In 2023 IEEE 43rd International Conference on Distributed Computing Systems (ICDCS) (pp. 1-11). IEEE.
  • Asif, S., Zhao, M., Chen, X., & Zhu, Y. (2023). StoneNet: An Efficient Lightweight Model Based on Depthwise Separable Convolutions for Kidney Stone Detection from CT Images. Interdisciplinary Sciences: Computational Life Sciences, 1-20.
  • Asif, S., Zhao, M., Chen, X., & Zhu, Y. (2023). BMRI-NET: A Deep Stacked Ensemble Model for Multi-class Brain Tumor Classification from MRI Images. Interdisciplinary Sciences: Computational Life Sciences, 1-16.
  • Tan, J., Tang, F., Zhao, M., & Zhu, Y. (2023). Adaptive Caching Scheme for Jointly Optimizing Delay and Energy Consumption in Heterogeneous Digital Twin IoT. IEEE Transactions on Network Science and Engineering(JCR Q1, IF 6.6).
  • Deng, X., Zhao, J., Kuang, Z., Chen, X., Guo, Q., & Tang, F. (2023). Computation Efficiency Maximization in Multi-UAV-Enabled Mobile Edge Computing Systems Based on 3D Deployment Optimization. IEEE Transactions on Emerging Topics in Computing(JCR Q1, IF 5.9).
  • Asif, S., Zhao, M., Tang, F., & Zhu, Y. (2023). An enhanced deep learning method for multi-class brain tumor classification using deep transfer learning. Multimedia Tools and Applications, 1-28(CCF C).
  • Tan, J., Dai, X., Tang, F., Zhao, M., & Kato, N. (2023). Intelligent Configuration Method Based on UAV-driven Frequency Selective Surface for Communication Band Shielding. IEEE Internet of Things Journal(JCR Q1, IF 9.515).
  • Guo, Q., Tang, F., Rodrigues, T. K., & Kato, N. (2023). Five Disruptive Technologies in 6G to Support Digital Twin Networks. IEEE Wireless Communications(JCR Q1, IF 11.39).
    • 2022年
  • Guo, Q., Tang, F., & Kato, N. (2022). Federated Reinforcement Learning-Based Resource Allocation for D2D-Aided Digital Twin Edge Networks in 6G Industrial IoT. IEEE Transactions on Industrial Informatics(JCR Q1, IF 10,21).
  • Tang, F., Yang, Y., Yao, X., Zhao, M., & Kato, N. (2022). Differentiated Federated Reinforcement Learning for Dynamic and Heterogeneous Network. arXiv preprint arXiv:2212.02075.
  • Guo, Q., Tang, F., & Kato, N. (2022). Federated Reinforcement Learning-Based Resource Allocation in D2D-Enabled 6G. IEEE Network(JCR Q1, IF 10.924).
  • Li, Z., Qian, Y., Tang, F., Zhao, M., & Zhu, Y. (2022). H-BILSTM: A Novel Bidirectional Long Short Term Memory Network Based Intelligent Early Warning Scheme in Mobile Edge Computing (MEC). IEEE Transactions on Emerging Topics in Computing(JCR Q1, IF 7.691).
  • Zhao, M., Li, Y., Asif, S., Zhu, Y., & Tang, F. (2022, June). C-LSTM: CNN and LSTM Based Offloading Prediction Model in Mobile Edge Computing (MEC). In 2022 IEEE 23rd International Conference on High Performance Switching and Routing (HPSR) (pp. 245-251).
  • Tang, F., Wen, C., Zhao, M., & Kato, N. (2022). Machine learning for space–air–ground integrated network assisted vehicular network: A novel network architecture for vehicles. IEEE Vehicular Technology Magazine, 17(3), 34-44(JCR Q1, IF 10.384).
  • Tang, F., Chen, X., Zhao, M., & Kato, N. (2022). The Roadmap of Communication and Networking in 6G for the Metaverse. IEEE Wireless Communications(JCR Q1, IF 12.777).
  • Tang, F., Wen, C., Chen, X., & Kato, N. (2022). Federated learning for intelligent transmission with space-air-ground integrated network (SAGIN) toward 6G. IEEE Network(JCR Q1, IF 10.924).
  • Tang, F., Wen, C., Luo, L., Zhao, M., & Kato, N. (2022). Blockchain-Based Trusted Traffic Offloading in Space-Air-Ground Integrated Networks (SAGIN): A Federated Reinforcement Learning Approach. IEEE Journal on Selected Areas in Communications, 40(12), 3501-3516(CCF A, IF 16.4).
  • Asif, S., Zhao, M., Tang, F., & Zhu, Y. (2022). A deep learning-based framework for detecting COVID-19 patients using chest X-rays. Multimedia Systems, 28(4), 1495-1513(CCF C).
  • Zhao, M., Li, J., Tang, F., Asif, S., & Zhu, Y. (2022). Learning based massive data offloading in the iov: Routing based on pre-rlga. IEEE Transactions on Network Science and Engineering, 9(4), 2330-2340(JCR Q1, IF 5.033).
  • Li, Z., Tang, F., Sun, T., Zhu, Y., & Zhao, M. (2021). Seover: Sentence-level emotion orientation vector based conversation emotion recognition model. In Neural Information Processing: 28th International Conference, ICONIP 2021, Sanur, Bali, Indonesia, December 8–12, 2021, Proceedings, Part VI 28 (pp. 468-475). Springer International Publishing(CCF-C).
  • Li, Z., Tang, F., Zhao, M., & Zhu, Y. (2022, May). EmoCaps: Emotion Capsule based Model for Conversational Emotion Recognition. In Findings of the Association for Computational Linguistics: ACL 2022 (pp. 1610-1618)(CCF-A).
  • Tang, F., Hofner, H., Kato, N., Kaneko, K., Yamashita, Y., & Hangai, M. (2021). A deep reinforcement learning-based dynamic traffic offloading in space-air-ground integrated networks (SAGIN). IEEE Journal on Selected Areas in Communications, 40(1), 276-289(CCF A, IF 16.4).
  • Tan, T., Zhao, M., Zhu, Y., & Zeng, Z. (2021, July). Joint Offloading and Resource Allocation of UAV-assisted Mobile Edge Computing with Delay Constraints. In 2021 IEEE 41st International Conference on Distributed Computing Systems Workshops (ICDCSW) (pp. 21-26). IEEE.
  • Tan, T., Zhao, M., & Zeng, Z. (2022). Joint offloading and resource allocation based on UAV-assisted mobile edge computing. ACM Transactions on Sensor Networks (TOSN), 18(3), 1-21(CCFB, JCR Q1).
  • Yu, Z. Q., Zhao, M., Huang, J. L., Wen, T. X., & Liao, T. D. (2021, August). Machine vision problem for fast recognition of surface defects of thermoelectric cooler components based on deep learning method. In Journal of Physics: Conference Series (Vol. 2003, No. 1, p. 012007). IOP Publishing.
  • Tang, F., Mao, B., Kato, N., & Gui, G. (2021). Comprehensive survey on machine learning in vehicular network: technology, applications and challenges. IEEE Communications Surveys & Tutorials, 23(3), 2027-2057(中科院1区, IF:22.97).
  • Mao, B., Tang, F., Kawamoto, Y., & Kato, N. (2021). Optimizing computation offloading in satellite-UAV-served 6G IoT: A deep learning approach. IEEE Network, 35(4), 102-108.(JCR Q1, IF 12.777).
  • Yao, X., Yan, X., & Zhao, M. (2021). Authenticity Verification for Dynamic Social Data Outsourcing. IEEE Systems Journal, 16(2), 2325-2335(中科院2区).
  • Xin Yao, Rui Zhang, Dingquan Huang, Yanchao Zhang, Verifiable Query Processing over Outsourced Social Graph[J15]: IEEE/ACM Transactions on Networking (ToN), 2021(CCF A, JCR Q1, IF = 3.315).
  • Xin Yao, Rui Zhang, Yanchao Zhang, Privacy-Preserving User Identity Linkage across Multiple Online Social Networks[C7]: IWQoS'21, Virtual Conference. (CCF B)
  • Fengxiao Tang, Bomin Mao,Yuichi Kawamoto, and Nei Kato, "Survey on Machine Learning for Intelligent End-to-End Communication towards 6G: From Network Access, Routing to Traffic Control and Streaming Adaption," IEEE Communications Surveys & Tutorials. DOI : 10.1109/COMST.2021.3073009. (IF: 22.973)
  • Fengxiao Tang, Yibo Zhou, and Nei Kato, "Deep Reinforcement Learning for Dynamic Uplink/Downlink Resource Allocation in High Mobility 5G HetNet," IEEE Journal on Selected Areas in Communication, Accepted. (IF: 9.302)
  • Guan Gui, Miao Liu, Fengxiao Tang, Nei Kato, and Fumiyuki Adachi, "6G: Opening new horizons for integration of comfort, security and intelligence," IEEE Wireless Communications Magazine (WCM). DOI : 10.1109/MWC.001.1900516. (IF: 11.0，ESI 0.1% 热点论文)
  • Jianhao Wei, Yaping Lin, Xin Yao, Jin Zhang, Xinbo Liu, Differential Privacy-based Genetic Matching in Personalized Medicine[J14]: IEEE Transaction on Emerging Topics in Computing (TETC), 2020. (JCR Q1, IF = 6.043)
  • Yibo Zhou, Fengxiao Tang, Yuichi Kawamoto, Nei Kato, "Reinforcement Learning Based Radio Resource Control in 5G Vehicular Network," IEEE Wireless Communications Letters. vol. 9, no. 5, pp. 611-614, May 2020. (IF: 3.546)
  • Nei Kato, Bomin Mao, Fengxiao Tang, Yuichi Kawamoto, and Jiajia Liu, "Ten Challenges in Advancing Machine Learning Technologies towards 6G," IEEE Wireless Communications Magazine. DOI : 10.1109/MNET.001.1900476. (IF: 11.0，ESI 1% 高被引论文)
  • Fengxiao Tang, Yuichi Kawamoto, Nei Kato, and Jiajia Liu, "Future Intelligent and Secure Vehicular Network Towards 6G: Machine Learning Approaches," Proceedings of the IEEE, vol. 108, no. 2, pp. 292-307, Feb. 2020.. (IF: 10.694，ESI 0.1% 热点论文)
  • Ting Xu,.A LoRaWAN-MAC Protocol based on WSN Residual Energy to Adjust Duty Cycle:ICDCS 2020,2020:1415-1420
  • Xiliang Zhu,Yang Wei.Comparative Analysis of Active Contour and Convolutional Neural Network in Rapid Left-Ventricle Volume Quantification using Echocardiographic Imaging.[J].(JCR Q1, IF 3.632):Computer Methods and Programs in Biomedicine,2020(199):105914
  • Xiang Xiao,Ming Zhao*.Routing Optimization Strategy of IoT Awareness Layer Based on Improved Cat Swarm Algorithm.[J]:Neural Computing & Applications(JCR Q1, IF 4.627,CCF C):Accepted
  • Ting Xu,Ming Zhao*,Xin Yao.An Adjust Duty Cycle Method for Optimized Congestion Avoidance and Reducing Delay for WSNs.[J]:Computers, Materials & Continua(JCR Q1, IF 3.024),2020,65(2):1605-1624
  • Ming Zhao*, Yang Wei, Yu Lu.A Novel U-Net Approach to Segment the Cardiac Chamber in Magnetic Resonance Images with Ghost Artifacts.[J].(JCR Q1, IF 3.632):Computer Methods and Programs in Biomedicine,2020,196:105623
  • Kelvin K. L. Wong, Ming Zhao*, Liu Xiao,Liu Yuxin.A Element Shift Quorum based Medium Access Protocol for Internet of Things.[J]:IEEE Trans. on Vehicular Tech.(JCR Q1, IF 5.339):Accepted
  • Ming Zhao*, XinHong Liu, Xin Yao, Kun He.Better Visual Image Super-Resolution with Laplacian Pyramid of Generative Adversarial Networks.[J]:Computers, Materials & Continua (JCR Q1, IF 3.024),2020,64(3):1601-1614
  • Kelvin K.L. Wong, Ming Zhao*,Ting Li.Machine Learning based Code Dissemination by Selection of Reliability Mobile Vehicles in 5G Networks.[J]:Computer Communications(JCR Q2, IF 2.766, CCF C),2020,152(15):109-118
  • Ming Zhao*,Sifan Long.Theoretical Study of GDM-SA-SVR Algorithm on RAFM Steel.[J]:Artificial Intelligence Review (JCR Q1, IF 5.095),2020,53(6):4601-4623
  • Kelvin K.L. Wong, Hui Liu, Xinhong Liu,Ming Zhao*.Super-Resolution of Cardiac Magnetic Resonance Images Using Laplacian Pyramid based on Generative Adversarial Networks.[J].Computerized Medical Imaging and Graphics:(JCR Q2, IF 3.298),2020,80:101698
  • Fengxiao Tang, Yuichi Kawamoto, Nei Kato, Kazuto Yano, and Yoshinori Suzuki, "Probe Delay based Adaptive Port Scanning for IoT Devices with private IP address Behind NAT," IEEE Network Magazine. vol. 34, no. 2, pp. 195-201, March/April 2020 (IF: 7.503)
  • Fengxiao Tang, Bomin Mao, Zubair Md. Fadlullah, Jiajia Liu, and Nei Kato, "ST-DeLTA: A Novel Spatial-Temporal Value Network Aided Deep Learning Based Intelligent Network Traffic Control System," IEEE Transactions on Sustainable Computing, In press. DOI : 10.1109/TSUSC.2019.2929935.
  • Xin Yao, Yizhu Zou, Zhigang Chen, Ming Zhao, Qin Liu, Topic-based Rank Search with Verifiable Social Data Outsourcing[J13]: Journal of Parallel and Distributed Computing (JPDC), 2019. (CCF B, JCR Q2, IF = 2.296), 134: 1-12
  • Jianhao Wei, Yaping Lin, Xin Yao, Voundi Koe, Arthur Sandor, Differential privacy-based trajectory community recommendation in social network[J12]: Journal of Parallel and Distributed Computing (JPDC), 2019. (CCF B, JCR Q2, IF = 2.296), 133: 136-148
  • Jianhao Wei, Yapin Lin, Xin Yao, Jin Zhang, Differential Privacy-based Location Protection in Spatial Crowdsourcing[J11]: IEEE Transactions on Services Computing (TSC), 2019. (CCF B, JCR Q1, IF = 5.823)
  • Yiqin Deng, Zhigang Chen, Xin Yao, Shahzad Hassan, Ali MA Ibrahim, Parallel Offloading in Green and Sustainable Mobile Edge Computing for Delay-constrained IoT System[J10]: IEEE Transactions on Vehicular Technology (TVT), 2019. (JCR Q1, IF = 5.379), 68 (12) : 12202-12214
  • Yizhu Zou, Xin Yao, Zhigang Chen, Ming Zhao, Xin Yao, Verifiable Keyword-Based Semantic Similarity Search on Social Data Outsourcing[J9]: IEEE Access, 2019. (JCR Q1, IF = 3.745), 7: 5616-5625
  • Yiqin Deng, Zhigang Chen, Xin Yao, Shahzad Hassan, Jia Wu, Task Scheduling for Smart City Applications Based on Multi-Server Mobile Edge Computing[J8]: IEEE Access, 2019. (JCR Q1, IF = 3.745), 7: 14410-14421
  • Fengxiao Tang, Zubair Md. Fadlullah, Bomin Mao, Nei Kato, Fumie Ono, and Ryu Miura, "On A Novel Adaptive UAV-Mounted Cloudlet-Aided Recommendation System for LBSNs," IEEE Transactions on Emerging Topics in Computing, vol. 7, no. 4, pp. 565-577, Nov. 2019. (IF: 4.989，ESI 1% 高被引论文)
  • Fengxiao Tang, Zubair Md. Fadlullah, Nei Kato, Fumie Ono, and Ryu Miura, "AC-POCA: Anti-Coordination Game based Partially Overlapping Channels Assignment in Combined UAV and D2D based Networks," IEEE Transactions on Vehicular Technology, vol. 67, no. 2, pp.1672-1683, Feb. 2018. (IF: 5.339, ESI 0.1% 热点论文)
  • Fengxiao Tang, Bomin Mao, Zubair Md. Fadlullah, and Nei Kato, "On a Novel Deep Learning Based Intelligent Partially Overlapping Channel Assignment in SDN-IoT," IEEE Communications Magazine, vol. 56, no. 9, pp. 80-86, Sep. 2018. (IF: 10.356)
  • Kelvin K.L. Wong, Ming Zhao*,Chaoxiong Cui.A LSTM Method Based Availability Prediction for Optimized Offloading in Mobile Edges.[J]:Sensors (JCR Q2, IF 3.031),2019,19(20):1-17
  • Kelvin Wong, Anfeng Liu, Ming Zhao*,Xiao Liu.Adjusting Forwarder Nodes and Duty Cycle using Packet Aggregation Routing for Body Sensor Networks.[J]:Information Fusion (JCR Q1, IF 10.716),2020,53(1):183-195
  • 闫寒,赵明*.融合用户信任度和相似度的基于核心用户抽取的鲁棒性推荐算法.[J]:电子与信息学报（EI）,2019,41(1):180-186
  • Bomin Mao, Fengxiao Tang, Zubair Md. Fadlullah, and Nei Kato, "An Absorbing Markov Chain Based Model to Solve Computation and Communication Tradeoff in GPU-Accelerated MDRUs for Safety Confirmation in Disaster Scenarios," IEEE Transactions on Computers, vol. 68, no. 9, pp. 1256-1268, Sep. 2019. (IF: 3.131)
  • Zubair Md. Fadlullah, Bomin Mao, Fengxiao Tang, and Nei Kato, "Value Iteration Architecture based Deep Learning for Intelligent Routing Exploiting Heterogeneous Computing Platforms," IEEE Transactions on Computers, vol. 68, no. 6, pp. 939-950, June 2019. (IF: 3.131)
  • Bomin Mao, Fengxiao Tang, Zubair Md. Fadlullah, and Nei Kato, "An Intelligent Route Computation Approach Based on Real-Time Deep Learning Strategy for Software Defined Communication Systems," IEEE Transactions on Emerging Topics in Computing, In press. DOI : 10.1109/TETC.2019.2899407. (IF: 4.989)
  • Nei Kato, Zubair Md. Fadlullah, Fengxiao Tang, Bomin Mao, Shigenori Tani, Atsushi Okamura, and Jiajia Liu, "Optimizing Space-Air-Ground Integrated Networks by Artificial Intelligence," IEEE Wireless Communications Magazine (WCM), vol. 26, no. 4, pp. 140-147, Aug. 2019. (IF: 11.0, ESI 1% 高被引论 文)
  • Jieqiong Song, Ming Zhao*,SiFan Long.A Novel PCA-DC-Bagging Algorithm on Yield Stress Prediction of RAFM Steel.[J]:Computing (JCR Q2, IF 2.063),2020,102(1):19-42
  • Jia Wu, Ming Zhao*,Peijun Zou.Routing Algorithm based on Trajectory Prediction in Opportunistic Networks.[J]:Information (EI),2019,10(2):49
  • Ke Zhou,Ming Zhao*.Selective Offloading by Exploiting ARIMA-BP for Energy Optimization in Mobile Edge Computing Networks.[J]:Algorithms (EI),2019,12(2):48
  • Xinfu He, Ming Zhao*,Sifan Long.Yield Stress Prediction Model of RAFM Steel based on the Improved GDM-SA-SVR Algorithm.[J]:Computers, Materials & Continua (JCR Q1, IF 3.024),2019,58(3):727-760
  • Bomin Mao, Fengxiao Tang, Zubair Md. Fadlullah, and Nei Kato, "An Intelligent Packet Forwarding Approach for Disaster Recovery Networks," IEEE International Conference on Communications (ICC 2019), Shanghai, China, May 2019.
  • Fengxiao Tang, Bomin Mao, Zubair Md. Fadlullah, Nei Kato, Osamu Akashi, Takeru Inoue, and Kimihiro Mizutani, "On Removing Routing Protocol from Future Wireless Networks: A Real-time Deep Learning Approach for Intelligent Traffic Control, " IEEE Wirelesss Magazine (WCM), vol. 25, no. 1, pp. 154-160, Feb. 2018. (IF: 11.0, ESI 1% 高被引论文)
  • Sifan Long, Ming Zhao*,Jieqiong Song.The Minimum Selection of Crowdsourcing Images under the Resource Budget.[J].Basel, Switzerland:Symmetry (JCR Q2, IF 1.256),2018,10(7)
  • Bomin Mao, Fengxiao Tang, Zubair Md. Fadlullah, Nei Kato, Osamu Akashi, Takeru Inoue, and Kimihiro Mizutani, "A Novel Non-supervised Deep Learning Based Network Traffic Control Method for Software Defined Wireless Networks," IEEE Wireless Communications Magazine, vol. 25, no. 4, pp. 74-81, Aug. 2018. (IF: 11.0)
  • Zubair Md. Fadlullah, Fengxiao Tang, Bomin Mao, Jiajia Liu, Nei kato, "On Intelligent Trafic Control For Large-Scale Heterogeneous Networks: A Value Matrix-Based Deep Learning Approach," IEEE Communication letter, vol. 22, no. 12, pp. 2479-2482, Dec. 2018. (IF: 3.457)
  • Fengxiao Tang, Zubair Md. Fadlullah, Bomin Mao, and Nei Kato, "An Intelligent Traffic Load Prediction Based Adaptive Channel Assignment Algorithm in SDN-IoT: A Deep Learning Approach," IEEE Internet of Things Journal, vol. 5, no. 6, pp. 5141 - 5154, Dec. 2018. (IF: 9.515, ESI 1% 高被引论文)
  • Wu Zhengjiang, Zhao Ming,Deng Yiqin.A Novel Distributed Node Searching Method in DTNs.[J]:Int'l J. of High Performance Computing(EI),2018,12(3):278-288
  • Xin Yao, Yimin Chen, Rui Zhang, Yanchao Zhang, Yaping Lin, Beware of What You Share: Inferring User Locations in Venmo[J7]: IEEE Internet of Things Journal (IoTJ), 2018. (JCR Q1, IF = 9.936), 5 (6) : 5109-5118
  • Xin Yao, Yaping Lin, Qin Liu, Junwei Zhang, Privacy-preserving Search over Encrypted Personal Health Record in Multi-Source Cloud[J6]: IEEE Access, 2018. (JCR Q1, IF = 3.745), 6: 3809-3823
  • Tianyue Peng, Yaping Lin, Xin Yao, Wei Zhang, An Efficient Ranked Multi-Keyword Search for Multiple Data Owners over Encrypted Cloud Data[J5]: IEEE Access, 2018. (JCR Q1, IF = 3.745), 6: 21924-21933
  • Yaxian Ji, Junwei Zhang, Jianfeng Ma, Chao Yang, Xin Yao, BMPLS: blockchain-based multi-level privacy-preserving location sharing scheme for telecare medical information systems[J4]: Journal of medical systems, 2018. (JCR Q1, IF = 3.058), 42 (8) : 147
  • Xinbo Liu, Qin Liu, Yaping Lin, Xin Yao, A Privacy-Preserving Principal Component Analysis Outsourcing Framework[C6]: TrustCom'18, New York, NY, USA. (CCF C)
  • Tian Wang, Ming Zhao*, MingFeng Huang,AnFeng Liu.A Smart High-Speed Backbone Path Construction Approach for Energy and Delay Optimization in WSNs.[J]:IEEE Access (JCR Q1, IF 3.557),2018,6:13836-13854
  • Fengxiao Tang, Bomin Mao, Zubair Md. Fadlullah, and Nei Kato, "Deep Spatiotemporal Partially Overlapping Channel Allocation: Joint CNN and Activity Vector Approach," IEEE Global Communications Conference (GLOBECOM 2018), Abu Dhabi, UAE, Dec. 2018（最佳论文）
  • Fengxiao Tang, Bomin Mao, Zubair Md. Fadlullah, and Nei Kato, "On Extracting the Spatial-Temporal Features of Network Traffic Patterns: A Tensor Based Deep Learning Model," to appear, IEEE International Conference on Network Infrastructure and Digital Content (IC-NIDC’18), to be held in Huaxi District, Guiyang, China, Aug. 2018. （最佳论文）
  • Anfeng Liu, Ming Zhao*,Ting Li.On Selecting Vehicles as Recommenders for Vehicular Social Networks.[J]:IEEE Access (JCR Q1, IF 3.557),2017,5(1):5539-5555
  • Yi-Fan Ye, Ming Zhao*,Yi-Qin Deng.Tracking Strategy Based on Multi-Detector Collaborating in Delay Tolerant Networks.[J]:Journal of Computer (EI),2017,28(1):105-117
  • Anfeng Liu, Ming Zhao*,Mi Zhou.Fast and Efficient Data Forwarding Scheme for Tracking Mobile Target？in Sensor Networks.[J]:Symmetry (JCR Q2, IF 1.256),2017,9(11)
  • Zhigang Chen, Ming Zhao*,Jia Wu.Small Data: Effective Data Based on Big Communication Research in Social Networks.[J]:Wireless Personal Communications(JCR Q4, IF 1.2),2018,99(3):1391–1404
  • Ming Zhao*,Wenxin Kuang.LDA-TIM: An Approach for Individual Sentiment Prediction in Social Networks.[J]:Communications in Computer and Information Science,2018
  • 赵明*,汪振前.自提名式非均匀分簇路由协议.[J]:小型微型计算机系统,2017,6(38):1181-1186
  • Bomin Mao, Zubair Md. Fadlullah, Fengxiao Tang, Nei Kato, Osamu Akashi, Takeru Inoue, and Kimihiro Mizutani, "Routing or Computing? The Paradigm Shift Towards Intelligent Computer Network Packet Transmission Based on Deep Learning, " IEEE Transactions on Computers, vol. 66, no. 11, pp. 1946-1960, Nov. 2017. (IF: 3.131, ESI 1% 高被引论文)
  • Zubair Md. Fadlullah, Fengxiao Tang, Bomin Mao, Nei Kato, Osamu Akashi, Takeru Inoue, and Kimihiro Mizutani, "State-of-the-Art Deep Learning: Evolving Machine Intelligence Toward Tomorrow’s Intelligent Network Traffic Control Systems," IEEE Communications Surveys and Tutorials, vol. 19, no. 4, pp. 2432-2455, May 2017. (IF: 22.973, ESI 1% 高被引论文)
  • Bomin Mao, Zubair Md. Fadlullah, Fengxiao Tang, Nei Kato, Osamu Akashi, Takeru Inoue, and Kimihiro Mizutani, "A Tensor Based Deep Learning Technique for Intelligent Packet Routing," IEEE Global Communications Conference (GLOBECOM 2017), Singapore, Dec. 2017. （最佳论文）
  • Xin Yao, Rui Zhang, Yanchao Zhang, Verifiable Social Data Outsourcing[C5]: INFOCOM'17, Atlanta, GA, USA. (CCF A)
  • Xin Yao, Yaping Lin, Qin Liu, Yanchao Zhang, A Secure Hierarchical Deduplication System in Cloud Storage[C4]: IWQoS'16, Beijing, China. (CCF B)
  • Feng Lin, Gang Wang, Junhai Zhou, Shiwen Zhang, Xin Yao, High-performance IPv6 address lookup in GPU-accelerated software routers[J3]: Journal of Network and Computer Applications (JNCA), 2016. (JCR Q1, IF = 5.57), 74: 1-10
  • Nei Kato, Zubair Md. Fadlullah, Bomin Mao, Fengxiao Tang, Osamu Akashi, Takeru Inoue, and Kimihiro Mizutani, "The Deep Learning Vision for Heterogeneous Network Traffic Control – Proposal, Challenges, and Future Perspective –," IEEE Wireless Communications Magazine (WCM), vol. 24, no. 3, pp. 146-153, Dec. 2016. (IF: 11.0, ESI 0.1% 热点论文)
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  • Xin Yao, Yaping Lin, Qin Liu, Shuai Long, Efficient and privacy-preserving search in multi-source personal health record clouds[C3]: ISCC'15, Golden Bay, Larnaca, Cyprus. (CCF C)
  • Xiaojun Xiao, Yaping Lin, Wei Zhang, Xin Yao, Qi Gu, Authenticating Top-k Results of Secure Multi-keyword Search in Cloud Computing[C2]: Securecomm'15, Dallas, TX, USA. (CCF C)
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  • LiPing Liu, Ming Zhao*,FengXiao Tang.A New Online Adaptive Segmentation Algorithm in Delay Sensitive Wireless Sensor Networks.[J]:Information Technology Journal(EI),2013,12(21):6020-6030
  • Liping Liu, Ming Zhao*,Chenguang Gou.Energy Balance-Based Tracking Strategy in Wireless Sensor Networks.[J]:Information Technology Journal(EI),2013,12(14):2749-2755
  • Xin Yao, Yaping Lin, Gang Wang, Guoliang Hu, A dynamic IP lookup architecture using parallel multiple hash in GPU-based software router[J2]: Journal of Computational Information Systems, 2013. (EI), 9 (3) : 967-976
  • Gang Wang, Yaping Lin, Jinguo Li, Xin Yao, A Multi-dimensional Packet Classification Algorithm Based on Hierarchical All-Match B+ Tree[C1]: HPCC'13, Zhangjiajie, Hunan, China. (CCF C)
  • Gang Wang, Yaping Lin, Rui Li, Jinguo Li, Xin Yao, Towards Dynamic and Scalable High-Speed IP Address Lookup Based on B+ Tree[J1]: IEICE Transaction on Information and Systems, 2012. (JCR Q4, IF = 0.283), 95 (9) : 2277-2287
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