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姓名：钱昆 职称：教授 导师类型：博导 团队名称：脑健康工程团队 邮箱：qian@bit.edu.cn
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研究领域
主要研究领域为：计算机听觉、情感计算、人工智能医学
教育经历
2014年10月–2018年11月：德国慕尼黑大学电气工程与信息技术专业 博士学位
2011年09月–2014年04月：南京理工大学信号与信息处理专业 硕士学位
2007年09月–2011年06月：四川师范大学电子信息工程专业 学士学位
工作经历
2021年08月–至今：北京理工大学大学医学技术学院 教授、博导，脑健康工程责任教授
2019年09月–2021年07月：日本东京大学 日本学术振兴会外国人特别研究员
2018年11月–2019年09月：日本东京大学 特任研究员
2018年01月–2018年03月：美国卡内基梅隆大学，访问学者
2016年04月–2016年11月：日本东京工业大学，访问学者
2013年11月–2014年03月：新加坡南洋理工大学，访问学者
学术成果
1.A Review of AIoT-based Human Activity Recognition: From Application to Technique; IEEE Journal of Biomedical and Health Informatics; in press; Wen Qi*, Xiangming Xu*, Kun Qian*, Björn W. Schuller, Giancarlo Fortino, and Andrea Aliverti
2.Automatic Bird Sound Source Separation Based On Passive Acoustic Devices in Wild Environment; IEEE Internet of Things Journal; vol.9, pp.16604-16617; Jiangjian Xie, Yuwei Shi, Dongming Ni, Manuel Milling, Shuo Liu, Junguo Zhang*, Kun Qian*, and Björn W. Schuller
3.Learning Representations from Heart Sound: A Comparative Study on Shallow and Deep Models; Cyborg and Bionic Systems; vol.5, pp.1-12; Kun Qian, Zhihao Bao, Zhonghao Zhao, Tomoya Koike, Fengquan Dong*
4.Detecting Somatisation Disorder via Speech: Introducing the Shenzhen Somatisation Speech Corpus; Intelligent Medicine; vol.4, pp.96-103; Kun Qian#, Ruolan Huang#, Zhihao Bao#, Yang Tan, Zhonghao Zhao, Mengkai Sun, Bin Hu*, Björn W. Schuller, and Yoshiharu Yamamoto
5.IMGWOFS: A Feature Selector with Trade-off between Conflict Objectives for EEG-based Emotion Recognition; IEEE Transactions on Affective Computing; in press, pp.1-13; Gang Luo#, Shuting Sun#, Chang Yan, Shanshan Qu, Dixin Wang, Na Chu, Xuesong Liu, Fuze Tian, Kun Qian*, Xiaowei Li*, and Bin Hu*
6.Fed-MStacking: Heterogeneous Federated Learning with Stacking Misaligned Labels for Abnormal Heart Sound Detection; IEEE Journal of Biomedical and Health Informatics; vol.28, pp.5055-5066; Wanyong Qiu, Yifan Feng, Yuying Li, Yi Chang, Kun Qian*, Bin Hu*, Yoshiharu Yamamoto, and Björn W. Schuller
7.Federated Abnormal Heart Sound Detection with Weak to No Labels; Cyborg and Bionic Systems; vol.5, pp.1-23; Wanyong Qiu, Chen Quan, Yongzi Yu, Eda Kara, Kun Qian*, Bin Hu*, Björn W. Schuller, and Yoshiharu Yamamoto
8.Heart Sound Abnormality Detection From Multi-Institutional Collaboration: Introducing a Federated Learning Framework; IEEE Transactions on Biomedical Engineering; in press, pp.1-12; Wanyong Qiu, Chen Quan, Lixian Zhu, Yongzi Yu, Zhihua Wang, Yu Ma, Mengkai Sun, Yi Chang, Kun Qian*, Bin Hu*, Yoshiharu Yamamoto, and Björn W. Schuller
9.Physiological Electrosignal Asynchronous Acquisition Technology: Insight and Perspectives; IEEE Transactions on Computational Social Systems; vol.11, pp.5-24; Bin Hu*, Lixian Zhu*, Qunxi Dong*, Kun Qian*, Hanshu Cai*, and Fuze Tian*
10.Gas-insulated Switch-gear Mechanical Fault Detection based on Acoustic Feature Analysis Using a Multi-state Pre-trained Neural Network; Measurement Science and Technology; in press, pp.1-18; Zhihua Wang, Zipeng Zhang, Yuying Shao, Kun Qian*, Houguang Liu*, Bin Hu, and Björn W Schuller
11.LEPCNet: A lightweight End-to-End PCG Classification Neural Network Model for Wearable Devices; IEEE Transactions on Instrumentation & Measurement; vol. 73, pp.1-11; Lixian Zhu, Wanyong Qiu, Yu Ma, Fuze Tian, Mengkai Sun, Zhihua Wang, Kun Qian*, Bin Hu*, Yoshiharu Yamamoto, Björn W. Schuller
12.Battling with the Low-Resource Condition for Snore Sound Recognition: Introducing a Meta-Learning Strategy; EURASIP Journal on Audio, Speech, and Music Processing; vol.2023, pp.1-9; Jingtan Li#, Mengkai Sun#, Zhonghao Zhao, Xingcan Li, Gaigai, Li, Chen Wu, Kun Qian*, Bin Hu*, Yoshiharu Yamamoto, and Björn W. Schuller
13.Exploring Interpretable Representations for Heart Sound Abnormality Detection; Biomedical Signal Processing and Control; vol.82, pp.1-12; Zhihua Wang, Kun Qian*, Houguang Liu*, Bin Hu*, Björn W. Schuller, and Yoshiharu Yamamoto
14.Can a Holistic View Facilitate the Development of Intelligent Traditional Chinese Medicine? A Survey; IEEE Transactions on Computational Social Systems; vol.10, pp.700-713; Guihua Tian*, Kun Qian*, Xinyi Li, Mengkai Sun, Hao Jiang, Wanyong Qiu, Xiaoming Xie, Zhonghao Zhao, Liangqing Huang, Siyan Luo, Tianxing Guo, Ran Cai, Zhihua Wang, and Björn W. Schuller
15.Editorial: Human-Centred Computer Audition: Sound, Music, and Healthcare; Frontiers in Digital Health; vol.5, pp.1-3; Kun Qian*, György Fazekas, Shengchen Li, Zijin Li, and Björn W. Schuller
16.The Voice of the Body: Why AI Should Listen to it and an Archive; Cyborg and Bionic Systems; vol.4, pp.1-3; Kun Qian, Bin Hu*, Yoshiharu Yamamoto, and Björn W. Schuller
17.Intelligent Music Intervention for Mental Disorders: Insights and Perspectives; IEEE Transactions on Computational Social Systems; vol.1, pp.2-9; Kun Qian*, Björn W. Schuller*, Xiaohong Guan*, and Bin Hu*
18.Fundamentals of Computational Psychophysiology: Theory and Methodology; IEEE Transactions on Computational Social Systems; vol.9, pp.349-355; Bin Hu*, Jian Shen*, Lixian Zhu*, Qunxi Dong*, Hanshu Cai*, and Kun Qian*
19.COVID-19’s Impact on Mental Health — The Hour of Computational Aid?; IEEE Transactions on Computational Social Systems; vol.9, pp.967-973; Björn W. Schuller*, Johanna Löchner*, Kun Qian*, and Bin Hu*
20.Capturing Time Dynamics from Speech using Neural Networks for Surgical Masks Detection; IEEE Journal of Biomedical and Health Informatics; vol.26, pp.4291-4302; Shuo Liu*, Adria Mallol-Ragolta, Tianhao Yan, Kun Qian*, Emilia Parada-Cabaleiro, Bin Hu*, and Björn W. Schuller
21.Psychological Field Versus Physiological Field: From Qualitative Analysis to Quantitative Modeling of the Mental Status; IEEE Transactions on Computational Social Systems; vol.9, pp.1275-1281; Bin Hu*, Kun Qian*, Qunxi Dong*, Yuejia Luo*, Yoshiharu Yamamoto*, and Björn W. Schuller*
22.Digital Mental Health—Breaking a Lance for Prevention; IEEE Transactions on Computational Social Systems; vol.9, pp.1584-1588; Björn W. Schuller*, Johanna Löchner*, Kun Qian*, and Bin Hu*
23.Application of Transient Slope of Zero and Pole in Bode Diagram in Automatic Identification of Filter Parameters; Journal of Control, Automation and Electrical Systems; vol.33, p.1840-1850; Shiliang Zhao*, Jianxin Liu, Yang Tan, and Kun Qian*
24.Learning Multimodal Representations for Drowsiness Detection; IEEE Transaction on Intelligent Transportation Systems; vol.8, pp.11539-11548; Kun Qian*#, Tomoya Koike#, Toru Nakamura, Björn W. Schuller, and Yoshiharu Yamamoto
25.What Can Facial Movements Reveal? Depression Recognition and Analysis based on Optical Flow using Bayesian Networks; IEEE Transactions on Neural Systems and Rehabilitation Engineering; vol.31, pp.3459-3468; Yu Ma#, Jian Shen#, Zeguang Zhao, Huajian Liang, Yang Tan, Zhenyu Liu, Kun Qian*, Minqiang Yang*, and Bin Hu*
26.STAA-Net: A Sparse and Transferable Adversarial Attack for Speech Emotion Recognition; IEEE Transactions on Affective Computing; in press, pp. 1-13; Yi Chang*, Zhao Ren*, Zixing Zhang, Xin Jing, Kun Qian*, Xi Shao, Bin Hu, Tanja Schultz and Björn W. Schuller
27.Computer Audition for Fighting the SARS-CoV-2 Corona Crisis – Introducing the Multi-task Speech Corpus for COVID-19; IEEE Internet of Things Journal; vol.21, pp.16035-16046; Kun Qian*#, Maximilian Schmitt#, Huaiyuan Zheng*#, Tomoya Koike#, Jing Han, Juan Liu*, Wei Ji*, Junjun Duan, Meishu Song, Zijiang Yang, Zhao Ren, Shuo Liu, Zixing Zhang, Yoshiharu Yamamoto, and Björn W. Schuller
教学工作
1.《计算机听觉概论》
2.《计算机听觉医学应用》
3.《智能中医学》
4.《脑科学与类脑智能概论》
荣誉奖励
1.2023 年中国智能计算创新人物
2.2023 福布斯中国·青年海归菁英100人
3.中国发明协会发明创业创新奖，一等奖
4.联合指导学生获2022FinTechathon 深圳国际金融科技大赛国家级一等奖
5.指导学生在 2024 全国大学生生物医学工程创新设计竞赛三等奖
6.指导研究生在 2022 IEEE 4th Global Conference on Life Sciences and Technologies 会议中获得在线海报展示奖 1 项
7.指导学生在 2023 第十届全国声音与音乐技术会议（CSMT）获得“最佳论文奖”（Best Paper Award）
8.指导学生在 2024“华为杯”中国研究生人工智能创新大赛三等奖
9.北京理工大学医学技术学院 2022年青年教师教学基本功大赛“最佳教案奖”
10.北京理工大学医学技术学院 2022年青年教师教学基本功大赛“优异奖”
11.北京理工大学“师缘·北理”庆祝第 38 个教师节暨教师表彰大会“优秀人才奖”
12.指导学生获第十九届“世纪杯”学生课外学术科技作品竞赛校级“二等奖”
13.指导学生获第十三届“挑战杯”中国大学生创业计划竞赛校级“银奖”
14.2023-2024 学年北京理工大学优秀“三全育人”导师
社会兼职
1.International Conference on Acoustics, Speech and Signal Processing 分会主席及创始人
2.INTERSPEECH 分会主席
3.International Conference on Digital Signal Processing 分会主席
4.China Conference on Sound and Music Technology 分会主席
5.无线传感器网络四川省高校重点实验室 学术委员会委员
6.ACM International Conference on Multimodal Interaction 分会主席
7.香山科学会议 会务组成员
8.中国电子音响协会声音与音乐技术专委会 秘书长
9.工业和信息化部教育与考试中心 专家库专家
10.Institute of Electrical and Electronics Engineers (IEEE) 高级会员
11.Association for Computing Machinery (ACM) 会员
12.CCF 高级会员
13.中国留德学者计算机学会人工智能与大数据专家委员会 专家委员