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YixueHao |
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YixueHao is an associated professor in School of Computer Science and Technology at Huazhong University of Science and Technology (HUST) since 2020. He
received the B.E. degree in Henan University, China, and his Ph.D degree in computer science from Huazhong University of Science and Technology (HUST), China, 2017. He is currently working as a post-doctoral scholar in School of Computer Science and Technology at Huazhong University of Science and Technology. His research includes 5G network, internet of things, edge computing and healthcare. |
| Selected Publications: 2020 | |
| 1 | Yixue Hao, M. Li, D. Wu, M. Chen, M. Hassan, G. Fortino, "Human-Like Hybrid Caching in Software-defined Edge Cloud", IEEE Internet of Things Journal, DOI: 10.1109/JIOT.2019.2950688, 2019. (JCR一区期刊，影响因子9.515) |
| 2 | M. Chen, M. Li, Yixue Hao, H. Gharavi, L. Wang, Z. Liu, "The Introduction of Population Migration to SEIAR for COVID-19 Epidemic Modelling with an Efficient Intervention Strategy", Information Fusion, 2020. |
| 3 | M. Chen, Yixue Hao (通信作者), "Label-less Learning for Emotion Cognition", IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109/TNNLS.2019.2929071, 2020. (JCR一区期刊，影响因子11.683) |
| Selected Publications: 2019 | |
| 1 | Yixue Hao, L. Hu, Y. Qian, M. Chen, "Profit Maximization for Video Caching and
Processing in Edge Cloud", IEEE Journal on Selected Areas in Communications, Vol. 37, No. 7,
pp.1632-1641, May 2019. (CCF 计算机 A 类期刊，影响因子 8.085) CCF计算机A类期刊 |
| 2 | Yixue Hao, Y. Jiang, T. Chen, D. Cao, M. Chen, "iTaskOffloading: Intelligent Task Offloading for Cloud-Edge Collaborative System", IEEE Network, Vol. 33, No. 5, pp. 82-88, Sep. 2019. (影响因子: 7.197, JCR 一区) |
| 3 | Yixue Hao, J. Yang, M. Chen, M. Hossain, M. Alhamid, "Emotion-aware Video QoE Assessment via Transfer Learning", IEEE Multimedia, Vol. 26, No. 1, 31-40, 2019. [LocalPDF] |
| 4 | Yixue Hao, Y. Jiang, M. Hossain, A. Ghoneim, J. Yang, I. Humar, "Data-Driven Resource Management in a 5G Wearable Network Using Network Slicing Technology", IEEE Sensors, Vol. 19, No. 19, pp. 8379-8386, Oct. 2019. (影响因子: 3.076) |
| 5 | W. Li, G. Fortino, Yixue Hao, L. Hu, I. Humar, "A Dynamic Service-Migration Mechanism in Edge Cognitive Computing", ACM Transactions on Internet Technology, Vol. 19, No. 2, Article 30, 2019. [LocalPDF] ESI高被引论文 & ESI热点论文 |
| 6 | Y. Ma, Yixue Hao, M. Chen, J. Chen, P. Lu, A. Kosir, "Audio-visual emotion fusion (AVEF): A deep efficient weighted approach", Information Fusion, Vol. 46, pp. 184-192, 2019. （JCR一区期刊，影响因子10.716） |
| 7 | M. Chen, Yixue Hao, H. Gharavi, V. Leung, "Cognitive Information Measurements: A New Perspective", Information Science, Vol. 505, pp. 487-497, Dec. 2019.（JCR一区期刊，影响因子 5.524） [LocalPDF] ESI Highly Cited Paper & ESI Hot Paper |
| 8 | Yixue Hao, Y. Miao, L. Hu, M. Hossain, G. Muhammad, S. Amin, "Smart-Edge-CoCaCo: AI-Enabled Smart Edge with Joint Computation, Caching, and Communication in Heterogeneous IoT", IEEE Network , Vol. 33, No. 2, pp. 58-64, 2019. （ JCR 一区期刊，影响因子 7.230 ） |
| 9 | L. Hu, Y. Tian, J. Yang, T. Taleb, X. Lin, Yixue Hao, "Ready Player One: UAV Clustering based Multi-Task Offloading for Vehicular VR/AR Gaming", IEEE Network, Vol. 33, No. 3, pp. 42-28, May 2019. （ JCR 一区期刊，影响因子 7.230 ） |
| 10 | Yixue Hao, M. Usama, J. Yang, M. Hossain, A. Ghoneim, "Recurrent Convolutional Neural Network based Multimodal Disease Risk Prediction", Future Generation Computing System, Vol. 92, pp. 76-83, 2019. （JCR 一区期刊，影响因子 5.768） |
| Selected Publications: 2018 and before | |
| 1 | M. Chen, Yixue Hao (通信作者), "Task Offloading for Mobile Edge Computing in Software Defined Ultra-dense Network", IEEE Journal on Selected Areas in Communications, Vol. 36, No. 3, pp. 587-597, Mar. 2018. (JCR一区期刊，影响因子8.085) [LocalPDF] CCF计算机A类期刊 |
| 2 | Yixue Hao, M. Chen, L. Hu, J. Song, M. Volk, I. Humar, "Wireless Fractal Ultra-dense Cellular Networks", Sensors, Vol. 17, No. 4, pp. 841-848, 2017. （JCR二区期刊，影响因子2.677） |
| 3 | Yixue Hao, L. Peng, H. Lu, M. Hassan, A. Alamri, "Energy Harvesting Based Body Area Networks for Smart Health", Sensors, Vol. 17, pp. 1602-1611, 2017. （JCR二区期刊，影响因子2.677） |
| 4 | M. Chen, Yixue Hao, L. Hu, K. Huang, V. Lau, “Green and Mobility-aware Caching in 5G Networks", IEEE Trans. Wireless Communications, Vol. 16, No. 12, pp. 8347-8361, 2017.（JCR一区期刊，影响因子4.951）[LocalPDF] ESI Highly Cited Paper |
| 5 | Yixue Hao, D. Tian, G. Fortino, J. Zhang, I. Humar, “Network Slicing Technology in 5G Wearable Network", IEEE Communications Standards Magazine, Vol. 2, No. 1, pp. 66-71, March 2018. |
| 7 | M. Chen, Yixue Hao, Y. Li, C. Lai, D. Wu, “On The Computation Offloading at Ad Hoc Cloudlet: Architecture and Service Models", IEEE Communications, Vol. 53, No. 6, pp. 18-24, June 2015. （JCR一区期刊，影响因子10.435）[LocalPDF] ESI Highly Cited Paper (发表于 10 年内各领域中被引用频率达到 ESI 前 1% 基准线的文章) |
| 8 | M. Chen, Y. Zhang, M. Qiu, N. Guizani, Yixue Hao (通信作者), "SPHA: Smart Personal Health Advisor Based on Deep Analytics", IEEE Communications, Vol. 56, No. 3, pp. 164-169, Mar. 2018. （JCR一区期刊，影响因子10.435） [LocalPDF] |
| 9 | Yixue Hao, M. Chen, L. Hu, M. Hossain, A. Ghoneim, "Energy Efficient Task Caching and Offloading for Mobile Edge Computing", IEEE Access, Vol. 6, No. 1, pp. 11365-11373, Dec. 2018. [LocalPDF] |
| 10 | M. Chen, Y. Qian, Yixue Hao, Y. Li, J. Song, "Data-Driven Computing and Caching in 5G Networks: Architecture and Delay Analysis", IEEE Wireless Communications, Vol. 25, No. 1, pp. 70-75, Feb. 2018. （ JCR 一区期刊，影响因子 8.972 ）[LocalPDF] ESI Highly Cited Paper |
| 11 | M. Chen, Yixue Hao, C. Lai, D. Wu, Y. Li, K. Hwang, “Opportunistic Workflow Scheduling over Co-Located Clouds in Mobile Environment", IEEE Trans. Service Computing, Vol. 11, No. 3, pp. 549-561, 2018. （JCR一区期刊，影响因子 3.52）[LocalPDF] |
| 12 | M. Chen, Yixue Hao(通信作者), K. Lin, L. Hu, Z. Yuan, "Label-less Learning for Traffic Control in an Edge Network", IEEE Network, Vol. 32, No. 6, pp. 8-14, 2018. |
| 13 | M. Chen, J. Yang, J. Zhou, Yixue Hao(通信作者), C. Youn, "5G-Smart Diabetes: Towards Personalized Diabetes Diagnosis with Healthcare Big Data Clouds", IEEE Communications, Vol. 56, No. 4, pp. 16-23, April 2018. (JCR一区期刊，影响因子10.435) |
| 14 | M. Chen, Y. Miao, Yixue Hao (通信作者), K. Hwang, "Narrow Band Internet of Things", IEEE Access , Vol. 5, pp. 20557-20577, 2017. (JCR二区期刊，影响因子3.244）[LocalPDF] Among the most popular paper in IEEExplore, ESI Highly Cited Paper |
| 15 | M. Chen, W. Li, Yixue Hao, Y. Qian, I. Humar, "Edge Cognitive Computing based Smart Healthcare System", Future Generation Computing System, Vol. 86, pp. 403-411, Sep. 2018. 2018. （JCR 一区期刊，影响因子 4.639） |
| 16 | M. Chen, Yixue Hao, L. Hu, M. Hossain, A. Ghoneim, "Edge-CoCaCo: Towards Joint Optimization of Computation, Caching and Communication on Edge Cloud", IEEE Wireless Communications, Vol. 25, No. 3, pp. 21-27, June 2018. （JCR 一区期刊，影响因子 8.972）ESI Highly Cited Paper |
| 17 | X. Shi, Yixue Hao, D. Zeng, L. Wang, M. Hossain, S. Rahman, A. Alelaiwiet, “Cloud-Assisted Mood Fatigue Detection System", ACM/Springer Mobile Networks and Applications, Vol. 21, No. 5, pp. 744-752, 2016. （JCR二区期刊，影响因子3.259）[LocalPDF] |
| 18 | M. Chen, Yixue Hao, M. Qiu, J. Song, D. Wu, I. Humar, "Mobility-aware Caching and Computation Offloading in 5G Ultradense Cellular Networks", Sensors, Vol. 16, No. 7, pp. 974-987, 2016. （JCR二区期刊，影响因子2.677）[LocalPDF] |
| 19 | M. Chen, Yixue Hao, K. Hwang, L. Wang, L. Wang, "Disease Prediction by Machine Learning over Big Healthcare Data", IEEE Access, Vol. 5, No. 1, pp. 8869-8879, 2017. （JCR二区期刊，影响因子3.244） Among the most popular paper in IEEExplore [link]; ESI Highly Cited Paper (发表于 10 年内各领域中被引用频率达到 ESI 前 1% 基准线的文章) ESI Highly Hot Paper (发表于 2 年内近2个月各领域中被引用频率达到 ESI 前 0.1% 基准线的文章) |
| 20 | P. Zhou, Yixue Hao, J. Yang, W. Li, L. Wang, Y. Miao, J. Song, "Cloud-assisted Hugtive Robot for Affective Interaction", Multimedia Tools and Applications, Vol. 76, No. 8, pp. 10839–10854, 2017. JCR二区期刊，影响因子1.530） [LocalPDF] |
| 21 | B. Li, L. Peng, Yixue Hao, Y. Miao, M. Hassan, "Energy-Efficient Multiperiod Planning of Optical Core Network to Support 5G Networks", Transactions on Emerging Telecommunications Technologies, Vol. 28, No. 9, 2017. DOI: 10.1002/ett.3147（JCR二区期刊，影响因子1.535） |
| 22 | X. Shi, Y. Hu, Y. Zhang, W. Li, Yixue Hao, A. Alelaiwi, S. Rahman, M. Hossain, "Multiple Disease Risk Assessment with Uniform model based on Medical Clinical Notes", IEEE Access, Vol. 4, pp. 7074-7083, Sep. 2016. [LocalPDF] |
| 23 | M. Chen, J. Yang, Yixue Hao (通信作者), S. Mao, K. Hwang, "A 5G Cognitive System for Healthcare", Big Data and Cognitive Computing, Vol. 1, No. 1, DOI:10.3390/ bdcc1010002, 2017. Google Scholar citations = 64 times |
| Paper Award & Funding Grant & Citation | |
| 1 | 国家自然科学基金项目 ：绿色边缘计算中任务卸载与缓存策略研究，项目批准号：61802138 China National Natural Science Foundation (No. 61802138) |
| 2 | ESI Hot Paper: M. Chen, Yixue Hao, K. Hwang, L. Wang, L. Wang, "Disease Prediction by Machine Learning over Big Healthcare Data", IEEE Access, Vol. 5, No. 1, pp. 8869-8879, 2017. |
| 3 | ESI Highly Cited Paper: M. Chen, Yixue Hao, Y. Li, C. Lai, D. Wu, "On The Computation Offloading at Ad Hoc Cloudlet: Architecture and Service Models", IEEE Communications, Vol. 53, No. 6, pp. 18-24, June 2015. |
| 4 | "Disease Prediction by Machine Learning over Big Healthcare Data", IEEE Access, Vol. 5, No. 1, pp. 8869-8879, 2017. Among the most popular paper in IEEExplore [link] |
| 5 | "CP-Robot: Cloud-assisted Pillow Robot for Emotion Sensing and Interaction", Industrialiot 2016, Guangzhou, China, Mar. 2016. Best Paper Award |
| 6 | M. Chen, Y. Miao, Yixue Hao (通信作者), K. Hwang, "Narrow Band Internet of Things", IEEE Access , Vol. 5, pp. 20557-20577, 2017. Among the most popular paper in IEEExplore [link] |
| Selected Publications: Conference Papers | |
| 1 | Y. Ma, Yixue Hao, Y. Qian, M. Chen, “Cloud-assisted Humanoid Robotics for Affective Interaction", IEEE ICCAR 2016, HK, April 28-30, 2016. [LocalPDF] |
| 2 | M. Chen, Y. Ma, Yixue Hao, Y. Li, D. Wu, Y. Zhang, E. Song, "CP-Robot: Cloud-assisted Pillow Robot for Emotion Sensing and Interaction", Industrialiot 2016, Guangzhou, China, Mar. 2016. [LocalPDF] (Best Paper Award) |
| 3 | M. Chen, Yixue Hao, S. Mao, D. Wu, Y. Zhou, "User Intent-oriented Video QoE with Emotion Detection Networking", IEEE Globecom, Washington, USA, Dec. 4-8, 2016. [LocalPDF] |
| 4 | M. Chen, Yixue Hao, Y. Li, D. Wu, D. Huang, “Demo: LIVES: Learning through Interactive Video and Emotion-aware System”, ACM Mobihoc 2015, Hangzhou, June 22-25, 2015.[LocalPDF] |
| Awards | |
| 1 | 2016博士国家奖学金 |
| 2 | Industrialiot 2016最佳论文奖 |
| Education | |||
| 1 | Ph.D 2014.06-2017.06 |
Computer Science and Technology Huazhong University of Science and Technology Advisor: Prof. M. Chen |
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| 2 | Master 2013.09-2014.06 |
Computational Mathematics Huazhong University of Science and Technology Advisor: Prof. Chengming Huang |
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| 3 | Bachelor 2009.09-2013.06 |
Computational Mathematics Henan University | |
| Skill: | |
| Mathematic : Convex optimization, Stochastic process | |
| Language : Matlab, Java | |