晁国清

个人信息 科学研究 教学研究 学生培养 招生信息 新建主栏目 个人简介 名称 晁国清，博士，特聘教授，硕士生导师。中国计算机学会(CCF)高级会员、CCF服务计算专委会执行委员，中国人工智能学会(CAAI)会员、CAAI智能服务专委会委员，中国自动化学会(CAA)会员、CAA模式识别与机器智能专委会委员，山东省人工智能学会常务理事，YOCSEF青岛2024-2025候任主席。国家自然科学基金评议专家，教育部学位中心论文评审专家，山东省科技专家库研发专家，青岛科技局专家库技术研发专家。研究兴趣包括机器学习、数据挖掘、智慧医疗、元宇宙、服务计算与工程，先后在美国康涅狄格大学，西北大学以及新加坡管理大学做博士后和Research Scientist。近年来主持或主研包括国家自然科学基金面上项目、国家重点研发计划、山东省重点研发项目课题子课题等近十项。研究成果主要发表在TNNLS, Information Fusion, Information Sciences, KBS, Applied Soft Computing, AAAI, IJCAI, ACM MM, BIBM等国际顶级期刊会议。担任SCI期刊Applied Intelligence和Neural Processing Letters 的客座执行编辑，担 任AAAI, IJCAI, ICDM, TPAMI,TNNLS, TKDE, TFS, T-Cybernetics,TSC, PR等二十余个国际顶级会议期刊审稿人。曾获上海市自然科学二等奖。 欢迎投稿“智能自动化与系统安全”暨“自主无人系统”国际会议ICAIS&ISAS 2024的Session "Machine Learning and Its Applications", 截止日期2024年2月15日，EI检索。 My personal website is Guoqing's Home Page 工作经历 名称 2023.12.31-哈尔滨工业大学(威海) 特聘教授 2020.12.31- 哈尔滨工业大学（威海） 副教授 2020.09- 2020.12 哈尔滨工业大学（威海） 讲师 2018.08-2020.02 新加坡管理大学 Research Scientist Supervisor: Professor Ee-Peng Lim 2017.12-2018.07 西北大学 PostDoc Supervisor: Professor Yuan Luo 2015.12-2017.12 康涅狄格大学 PostDoc Supervisor：Professor Jinbo Bi 教育经历 名称 2010.09-2015.07 华东师范大学 博士 （导师：孙仕亮） 学术任职 名称 Workshop组织主席： BIBM 2016 workshop "Machine Learning and Big Data Research for Disease Classification and Complex Phenotyping" BIBM 2017 workshop "Machine Learning and Big Data Analysis for Disease Classification" ICDM 2022 workshop "Multi-View Representation Learning" 客座执行编辑： Applied Intelligence Neural Processing Letters Machine Learning & Knowledge Extraction 会议PC： Association for the Advancement of Artificial Intelligence(AAAI, 2019-) International Joint Conference on Artificial Intelligence(IJCAI, 2022-) International Conference on Data Mining (ICDM, 2022-) International Conference in Pattern Recognition Pattern recognition (ICPR, 2022) International Conference on Neural Information Processing (ICONIP, 2017-2020) International Conference on Industrial, Engineering & Other Applications of Applied Intelligence Systems (IDA/AIE, 2023) IEEE International Conference on Biomedical and Health Informatics (BHI, 2019) 期刊审稿人： IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) Journal of Machine Learning Research (JMLR) ACM Computing Surveys (CSUR) IEEE Transactions on Neural Networks and Learning Systems (TNNLS) IEEE Transactions on Image Processing (TIP) IEEE Transactions on Knowledge and Data Engineering (TKDE) IEEE Transactions on Fuzzy Systems (TFS), IEEE Transactions on Cybernetics IEEE Transactions on Multimedia (TMM) IEEE Transactions on Services Computing (TSC) IEEE Transactions on Circuits and Systems for Video Technology （TCSVT） IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI) IEEE Transactions on Artificial Intelligence (TAI) IEEE Transactions on Big Data (TBD) ACM Transactions on Knowledge Discovery from Data (TKDD), ACM Transactions on Intelligent Systems and Technology (ACM TIST) Information Fusion Pattern Recognition Information Sciences Knowledge-Based System Expert Systems With Applications Applied Soft Computing Engineering Applications of Artificial Intelligence Science China Information Sciences Neurocomputing Neural Computing and Applications Applied Intelligence IEEE Signal Processing Letters Neural Processing Letters ITE Image Processing International Journal of Machine Learning and Cybernetics 新闻/News 新闻标题 Accept the invitation to be program committee (PC) member for ACM MM 2024. 发布时间 2024-4-15 新闻标题 One paper was accepted by Applied Soft Computing 发布时间 2024-2-12 新闻标题 One paper was accepted by AAAI 2024 发布时间 2023-12-9 新闻标题 One paper was accepted by Engineering Applications of Artificial Intelligence 发布时间 2023-11-21 新闻标题 One paper was accepted by Knowldge-Based Systems 发布时间 2023-9-27 新闻标题 升级为CCF 高级会员 发布时间 2023-9-22 新闻标题 One paper was accepted by ACM MM 2023 发布时间 2023-7-26 新闻标题 在第一届山东省计算智能大会神经网络会场作“不完备多视图聚类研究”报告 发布时间 2023-5-21 新闻标题 Accept to be a reviewer for JMLR 发布时间 2023-2-25 新闻标题 Accept the invitation to be program committee (PC) member for ICDM 2023. 发布时间 2023-2-28 新闻标题 Accept the invitation to be programme committee (PC) for AAAI 2023 发布时间 2022-7-30 新闻标题 Accept the invitation to be a session chair in ICPR 2022 发布时间 2022-7-27 新闻标题 Accept the invitation to be program committee (PC) member for ICDM 2022 发布时间 2022-6-9 新闻标题 Call for papers for ICDM 2022 workshop on "Multi-View Representation Learning" 发布时间 2022-04-19 Four International prestious scholars and I organize a workshop on Multi-View Representation Learning in IEEE International Conference o Data Mining (ICDM) 2022. Welcome submissions. Submission deadline: September 2nd, 2022 新闻标题 Call for papers for special Issue on Transfer Learning in Neural Processing Letters. 发布时间 2022-1-3 Three International prestious scholars and I organize a special Issue on Transfer Learning in SCI journal Neural Processing Letters. Welcome submissions. Submission deadline: January 31, 2022 新闻标题 Accept the invitation to be program committee (PC) member for IJCAI-ECAI 2022 发布时间 2021-10-6 有道词典 Accept the invi ... 详细X 接受邀请项目委员会(PC) ICDM 2023成员。 研究领域 名称 主要包括机器学习、数据挖掘、智慧医疗、元宇宙、服务计算与工程。致力于机器学习基本理论方法的研究以及它们在医疗、生物、软件服务、教育等领域的应用。 科研项目 名称 在研项目： 面向任意缺失数据的多视图聚类理论与方法研究，国自然面上，2023-2026，项目主持； 智能诊疗与健康管理技术及其在医养产业中的应用示范，山东省重点研发，2021-2024，子课题主持； 智能医生应用程序的关键技术研究与实现，科研创新基金，2023-2025，项目主持； 普惠型医康养服务生态化技术研发与应用，国家重点研发计划，2023-2025，课题参与； 智慧化健康医疗关键技术研究与集成应用，山东省重点研发，2021-2024，课题参与； 完成项目： 不完备多视图聚类算法研究，青年教师发展基金，2021-2022，项目主持； 多视角最大熵判别的理论与方法研究，国自然面上，2014-2017，项目参与。 奖项成果 奖项名称 多视图数据融合的协同计算理论与方法 获奖时间 2019 完成人 晁国清， 排名第三 所获奖项 上海市自然科学二等奖 简单介绍 论文著作 名称 Guoqing Chao, Kaiwen Zhang, Xiru Wang, Dianhui Chu. "Three-teaching: A three-way decision framework to handle noisy labels", Applied Soft Computing (中科院一区Top期刊)，111400,2014. Guoqing Chao, Yi Jiang, Dianhui Chu. "Incomplete Contrastive Multi-View Clustering with High-Confidence Guiding" AAAI (CCF A类会议), 2024. Jianjun Su, Xuejiao Yu, Xiru Wang, GuoqingChao*. "Enhanced Transfer Learning with Data Augmentation", Engineering Applications of Artificial Intelligence (中科院二区Top期刊), 129:107602, 2024. Guoqing Chao, Jingyao Liu, Mingyu Wang and Dianhui Chu. "Data Augmentation for Sentiment Classification with Semantic Preservation and Diversity", Knowledge-Based Systems (中科院一区Top期刊), 280:111038, 2023. Zhaoyi Yuan, Hao Ding, Guoqing Chao*, Mingqiang Song, Lei Wang, Weiping Ding and Dianhui Chu. "A Diabetes Prediction System Based on Incomplete Fused Data Source", Machine Learning & Knowldge Extraction, 5(2): 384-399, 2023. Peisong Zhang and Zhijin Wang and Guoqing Chao and Yaohui Huang and Jingwen Yan, "An Oriented Attention Model for Infectious Disease Cases Prediction". IEA/AIE2022. (Best Special Session Paper Award). Guoqing Chao, Songtao Wang, Shiming Yang, Chunshan Li, Dianhui Chu, "Incomplete multi-view clustering by multiple imputation and ensemble clustering". Applied Intelligence(中科院二区期刊)，52：14811–14821， 2022. Yuhua Kang, Guoqing Chao*, Xin Hu, Zhiying Tu, Dianhui Chu, "Deep Learning for Fine-Grained Image Recognition: A Comprehensive Study". Asia Pacific Information Technology Conference 31-39，2022. Guoqing Chao, Shiliang Sun, Jinbo Bi, "A survey on multi-view clustering". IEEE Transactions on Artificial Intelligence (vol: 2(2), pages 146-168), 2021). Guoqing Chao, Jiangwen Sun, An-Li Wang, Danniel D. Langleben, Chiang-Shan Liand Jinbo Bi, “Multi-view cluster analysis with incomplete data to understand treatment effects”. Information Sciences (IF=6.9, 中科院一区Top期刊，vol：494, pages 278-293, 2019). Guoqing Chao and Shiliang Sun, “Semi-supervised multi-view maximum entropy discrimination with expectation Laplacian regularization”. Information Fusion (IF= 11.21, 中科院一区Top期刊 pages 296-306, 2019). Guoqing Chao, Yuan Luo, Weiping Ding “Recent advances in supervised dimension reduction: A survey”, Machine Learning and Knowledge Extraction (邀 稿，Pages 341-358, 2019) Guoqing Chao, Chengsheng Mao, Fei Wang, Yuan Zhao, Yuan Luo, “Supervised NMF to predict ICU mortality risk. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), CCF B 类会议，pages1189-1194, 2018. Guoqing Chao, “Discriminative K-means Laplacian Clustering”. Neural Processing Letters (IF:3.08, 中科院四区，vol：49, pages 393-405，2019) Guoqing Chao and Shiliang Sun, “Alternative multi-view maximum entropy discrimination”, IEEE Transactions on Neural Networks and Learning Systems (TNNLS, IF=11.683, 中科院一区Top期刊，vol：27(7), pages 1445-1456, 2016). Guoqing Chao and Shiliang Sun, “Consensus and complementarity Based maximum entropy discrimination for multi-view classification”, Information Sciences (IF=6.9, 中科院一区Top期刊，pages 296-310, 2016). Guoqing Chao and Shiliang Sun, “Multi-kernel maximum entropy discrimination for multi-view learning”, Intelligent Data Analysis (IDA, IF=0.89, 中科院四区，vol：20(3), pages 481-493, 2016). Shiliang Sun and Guoqing Chao, “Multi-view maximum entropy discrimination”, In: Proceedings of the 23rd International Joint Conferences on Artificial Intelligence (IJCAI), CCF A 类会议，pages 1706-1712, 2013. Guoqing Chao and Shiliang Sun, “Semi-supervised multitask learning via self- training and maximum entropy discrimination”, In: Proceedings of the 19th International Conference on Neural Information Processing (ICONIP), CCF C 类，pages 340-347, 2012. Guoqing Chao and Shiliang Sun, “ Applying a multitask feature sparsity method for the classification of relations between nominal”, In: Proceedings of the 11th International Conference on Machine Learning and Cybernetics (ICMLC), pages 72-76, 2012. 讲授课程 名称 本科生课程： 运筹学与优化方法 数据结构 研究生课程： 深度学习技术 教改项目： 面向新工科专业的《运筹学与优化方法》课程建设与实践，校教学改革研究项目面上项目，2023-2025，主持 本科生 名称 2021级王希如Guoqing Chao, Kaiwen Zhang, Xiru Wang, Dianhui Chu. "Three-teaching: A three-way decision framework to handle noisy labels", Applied Soft Computing ，111400,2014.Jianjun Su, Xuejiao Yu, Xiru Wang, GuoqingChao. "Enhanced Transfer Learning with Data Augmentation", Engineering Applications of Artificial Intelligence, 129:107602, 2024.王茗宇Guoqing Chao, Jingyao Liu, Mingyu Wang and Dianhui Chu. "Data Augmentation for Sentiment Classification with Semantic Preservation and Diversity", Knowledge-Based Systems, 280:111038, 2023.2020级姜毅 (已保研哈工大本部)Guoqing Chao, Yi Jiang, Dianhui Chu. "Incomplete Contrastive Multi-View Clustering with High-Confidence Guiding" AAAI 2024.袁昭一(已保研浙江大学)，丁灏(已保研哈工大本部)Zhaoyi Yuan, Hao Ding, Guoqing Chao, Mingqiang Song, Lei Wang, Weiping Ding and Dianhui Chu. "A Diabetes Prediction System Based on Incomplete Fused Data Source", Machine Learning & Knowldge Extraction, 5(2): 384-399, 2023.2019级柳景耀 北京邮电大学 读研Guoqing Chao, Jingyao Liu, Mingyu Wang and Dianhui Chu. "Data Augmentation for Sentiment Classification with Semantic Preservation and Diversity", Knowledge-Based Systems, 280:111038, 2023.张凯文,哈工大深圳，读研Guoqing Chao, Kaiwen Zhang, Xiru Wang, Dianhui Chu. "Three-teaching: A three-way decision framework to handle noisy labels", Applied Soft Computing，111400,2014.杨世明，中国人民大学，直博Guoqing Chao, Songtao Wang, Shiming Yang, Chunshan Li, Dianhui Chu. "Incomplete multi-view clustering with multiple imputation and ensemble clustering", Applied Intelligence, 1-11, 2022. 2018级王松涛，新加坡国立大学(National University of Singapore)，Master; 麦吉尔大学 (McGill University), PhD.Guoqing Chao, Songtao Wang, Shiming Yang, Chunshan Li, Dianhui Chu. "Incomplete multi-view clustering with multiple imputation and ensemble clustering", Applied Intelligence, 1-11, 2022. 2017级康煜华，圣路易斯华盛顿大学(Washington University in St.Louis)，读研Yuhua Kang, Guoqing Chao, Xin Hu, Zhiying Tu, Dianhui Chu. "Deep Learning for Fine-Grained Image Recognition: A Comprehensive Study", Asia Pacific Information Technology Conference, 31-39, 2022 硕士生 名称 2023级 郑蔚然 方缘恒 曾仕聪 2022级 于雪娇 Jianjun Su, Xuejiao Yu, Xiru Wang, GuoqingChao. "Enhanced Transfer Learning with Data Augmentation", Engineering Applications of Artificial Intelligence, 129:107602, 2024. 2021级 苏建军 Jianjun Su, Xuejiao Yu, Xiru Wang, GuoqingChao. "Enhanced Transfer Learning with Data Augmentation", Engineering Applications of Artificial Intelligence, 129:107602, 2024. 梁夏宇 招生信息 名称 欢迎感兴趣于机器学习、数据挖掘、计算机视觉、自然语言处理的大二大三大四本科生(计算机、软件、自动化、数学统计相关专业背景)加入我们团队寻找感兴趣的课题进行科研训练取得进步收获成果，软件工程专业的学生可以顺便把毕设的工作完成。 欢迎有兴趣报考硕士博士的同学来信咨询，尤其欢迎有硕博连读计划的同学。 每年大约招收硕士2名博士1名。 感兴趣的同学可以联系邮箱guoqingchao@hit.edu.cn, 晁国清。