胡希平 - 北京理工大学 - 医学技术学院

个人简介

胡希平，北京理工大学长聘教授、博导，深圳北理莫斯科大学情感智能与普适计算研究中心主任，国家重点人才项目特聘专家。博士毕业于不列颠哥伦比亚大学。研究领域为移动信息物理系统、群智计算、情感智能计算。在相关研究领域发表超过150篇高质量论文，如IEEE TPAMI/TIP/TMC/TPDS/JSAC、AAAI、IJCAI、ACM SIGIR/WWW/MobiCom等；其中第一/通讯作者发表JCR一区和CCF A类论文>90篇，影响因子总和>750，ESI高被引论文>18篇，SCI他引>3200次，入选斯坦福大学发布全球前2%顶尖科学家。研究成果被超过30名海内外知名院士及其团队发表的文章引用和积极评价，如中国工程院院士清华大学吴建平，美国科学院院士普林斯顿大学Vincent Poor，美国国家自然科学基金神经形态工程主任加州理工学院Pietro Perona等。研究工作获得了军委科技委、广东省重大、深港创新国际合作项目等科研基金支持，PI总额超过5000万。带领团队研发基于智能行为识别的无扰式精神状态评估系统应用到多个国内著名机构，完成超过1万例临床实验，取得一系列积极反馈。应邀到多个知名国际科研机构报告，如剑桥大学，IBM Watson等。长期担任国际知名期刊编委，如IEEE IoT Journal与IEEE TASE专刊主编，IEEE TCSS副主编。此外，成功把研究成果应用到产业，曾作为联合创始人与首席技术官创立的高科技公司Bravolol Limited，在全球含欧美等多个发达国家赢得了超过1亿用户。教育培训经历 2011.08-2015.12，加拿大英属哥伦比亚大学，电子与计算机工程专业，博士工作经历 2016.1-2018.5 中国科学院深圳先进技术研究院集成所，特聘研究员 2018.6-2021.7 兰州大学信息科学与工程学院，教授 2021.8-2022.10, 中山大学智能工程学院，教授 2022.11-至今，北京理工大学医学技术学院，教授

近期论文

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SCI Journal paper Haocong Rao, Siqi Wang, Xiping Hu, Mingkui Tan, Yi Guo, Jun Cheng, Xinwang Liu, Bin Hu. A Self-Supervised Gait Encoding Approach with Locality-Awareness for 3D Skeleton Based Person Re-Identification. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, doi: 10.1109/TPAMI.2021.3092833. Shihao Xu, Haocong Rao, Xiping Hu, Jun Cheng, Bin Hu. Prototypical Contrast and Reverse Prediction: Unsupervised Skeleton Based Action Recognition. IEEE Transactions on Multimedia, 2022 doi: 10.1109/TMM.2021.3129616. Zhaolong Ning, Peiran Dong, Xiaojie Wang, Xiping Hu, Lei Guo, Bin Hu, Yi Guo, Tie Qiu, RY Kwok. Mobile edge computing enabled 5G health monitoring for Internet of medical things: A decentralized game theoretic approach. IEEE Journal on Selected Areas in Communications, vol. 39, no. 2, pp. 463-478, Feb. 2021, doi: 10.1109/JSAC.2020.3020645. Wei Shao, Zhiyang You, Lesheng Liang, Xiping Hu, Chengming Li, Wei Wang, Bin Hu. A Multi-Modal Gait Analysis-Based Detection System of the Risk of Depression. IEEE Journal of Biomedical and Health Informatics, 2021, 26(10): 4859-4868.doi: 10.1109/JBHI.2021.3122299. Yan Tang, Xingming Zhang, Xiping Hu, Siqi Wang, Haoxiang Wang, Facial Expression Recognition Using Frequency Neural Network, in IEEE Transactions on Image Processing, vol. 30, pp. 444-457, 2021, doi: 10.1109/TIP.2020.3037467. Hanshu Cai, Zhidiao Qu, Zhe Li, Yi Zhang, Xiping Hu, Bin Hu. Feature-Level Fusion Approaches Based on Multimodal EEG Data for Depression Recognition. Information Fusion. Vol 59, pp. 127–138, 2020, doi:doi.org/10.1016/j.inffus.2020.01.008 Shihao Xu, Haocong Rao, Hong Peng, Xin Jiang, Yi Guo, Xiping Hu, Bin Hu. Attention based Multi-level Co-occurrence Graph Convolutional LSTM for 3D Action Recognition.” IEEE Internet of Things Journal.2020. 10.1109/JIOT.2020.3042986. Fan Yang, Qilu Wu, Xiping Hu, Jiancong Ye, Yuting Yan, Haocong Rao, Rong Ma, Bin Hu. Internet of Things Enabled Data Fusion Method for Sleep Healthcare Applications. IEEE Internet of Things Journal. 2020. doi: 10.1109/JIOT.2021.3067905. Jiao Zhang , Xiping Hu, Zhaolong Ning , Edith C.-H. Ngai , Li Zhou , Jibo Wei , Jun Cheng , Bin Hu. Energy-latency Trade-off for Energy-aware Offloading in Mobile Edge Computing Networks. IEEE Internet of Things Journal. Volume: 5 , Issue: 4 , Aug. 2018. DOI: 10.1109/JIOT.2017.2786343 Xiping Hu, Jun Cheng, Mengchu Zhou, Bin Hu, Xin Jiang, Yi Guo, Kun Bai, Fei Wang. Emotion-Aware Cognitive System in Multi-channel Cognitive Radio Ad Hoc Networks. IEEE Communications Magazine, vol.56, no.4,2018. doi:10.1109/MCOM.2018.1700728 EI Journal paper Haifeng Lu, Xiping Hu, Bin Hu. “See Your Emotion from Gait Using Unlabeled Skeleton Data.”In Proceedings of the AAAI Conference on Artificial Intelligence 2023. (CCF 会议 A 类) Haocong Rao, Shihao Xu, Xiping Hu, Bin Hu. “Multi-level graph encoding with structural-collaborative relation learning for skeleton-based person re-identification.”In Proceedings of the Thirty International Joint Conference on Artificial Intelligence(IJCAI) 2021.(CCF 会议 A 类) Haocong Rao, Xiping Hu, Jun Cheng, Bin Hu. “SM-SGE: A Self-Supervised Multi-Scale Skeleton Graph Encoding Framework for Person Re-Identification.”In Proc. ACM Multimedia，2021.(CCF 会议 A 类) Haocong Rao, Siqi Wang, Xiping Hu, Mingkui Tan, Huang Da, Jun Cheng, Bin Hu.. “Self-Supervised Gait Encoding with Locality-Aware Attention for Person Re-Identification.” In Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 1:898–905.(CCF 会议 A 类) Wang, Siqi, En Zhu, Xiping Hu, Xinwang Liu, Qiang Liu, Jianping Yin, and Fei Wang.. “Robustness Can Be Cheap: A Highly Efficient Approach to Discover Outliers under High Outlier Ratios.” Proceedings of the AAAI Conference on Artificial Intelligence 33 (1): 5313–20. 2019. (CCF 会议 A 类) Xiangjie Kong, Menglin Li, Jianxin Li, Kaiqi Tian, Xiping Hu, and Feng Xia. “CoPFun: An Urban Co-Occurrence Pattern Mining Scheme Based on Regional Function Discovery.” World Wide Web 22 (3): 1029–54. 2019.(CCF 会议 A 类) Yanxiang Guo, Xiaoyi Yang, Jiao Zhang, Chunbin Zhong, Yilong Li, Xiping Hu, Bin Hu, Jun Cheng, Zhaolong Ning. “Poster: emotion-aware smart tips for healthy and happy sleep.” MobiCom’17, October 16-20, 2017.(CCF 会议 A 类) Xiping Hu , Kun Bai , Jun Cheng , Jun-qi Deng , Yanxiang Guo , Bin Hu， Arun Sai Krishnan , Fei Wang . “MeDJ: Multidimensional Emotion-aware Music Delivery for Adolescent.” International Conference on World Wide Web Companion. International World Wide Web Conferences Steering Committee, 2017.(CCF 会议 A 类) Xiping Hu, Jun-qi Deng, Wenyan Hu, Georgios Fotopoulos, Edith Ngai, Zhengguo Sheng, Min Liang, Xitong Li, Victor C. M. Leung, Sidney Fels. “SAfeDJ community: Situation-aware in-car music delivery for safe driving.” Proceedings of the 20th annual international conference on Mobile computing and networking (CCF 会议 A 类) Shihao Xu, Haocong Rao, Xiping Hu, Bin Hu, “Multi-Level Co-Occurrence Graph Convolutional LSTM for Skeleton-Based Action Recognition.” 2020 IEEE International Conference on E-health Networking, Application & Services (HEALTHCOM), 2021.(Best Paper Award)