2019杭州数据科学前沿国际研讨会
关于召开2019杭州数据科学前沿国际研讨会通知
浙江大学数据科学研究中心将于2019年5月25---27日在杭州举办“2019杭州数据科学前沿国际研讨会”。这次会议是浙江大学数据科学研究中心自2017年5月成立以来举办的第二届数据科学大规模高水平国际性学术研讨会。本次会议特邀近百位国内外知名专家学者报告最新研究成果,分享研究见解,以期通过本次会议推动我国数据科学理论研究和应用。
会议时间:2019年5月26日---5月27日
报到时间:2019年5月25日9:30-21:00
报到&会议地点:杭州金溪山庄(杭州市西湖区杨公堤39号)
主办单位:浙江大学数据科学研究中心
协办单位:浙江互联网金融联合会,浙大国际商学院,浙大数据分析和管理国际研究中心
会议主题:Theory Powering Applications
会议议题(包括但不限于):
Ø Recent Advance in Complex Data Analysis
Ø Data Science in Healthcare
Ø Service Computing& Big Data Analysis
Ø Machine Learning Theory and Application
Ø Financial Econometrics
Ø Advances in Statistical Learning
Ø Real-World Applications of Artificial Intelligence
学术委员会(按拼音顺序排序):
蔡天文 宾夕法尼亚大学
蔡天西 哈佛大学
邵启满 香港中文大学
王亚珍 威斯康星大学(主席)
袁 明 哥伦比亚大学
张和平 耶鲁大学
组织委员会(按拼音顺序排序):
陈 熹 浙江大学(主席)
苏中根 浙江大学
尹建伟 浙江大学
张立新 浙江大学
张荣茂 浙江大学
特邀大会报告人:
Michael I. Jordan
University of California at Berkeley
Michael I. Jordan is the Pehong Chen Distinguished Professor in the Department of Electrical Engineering and Computer Science and the Department of Statistics at the University of California, Berkeley. His research interests bridge the computational, statistical, cognitive and biological sciences, and have focused in recent years on Bayesian nonparametric analysis, probabilistic graphical models, spectral methods, kernel machines and applications to problems in distributed computing systems, natural language processing, signal processing and statistical genetics. Prof. Jordan is a member of the National Academy of Sciences, a member of the National Academy of Engineering and a member of the American Academy of Arts and Sciences. He is a Fellow of the American Association for the Advancement of Science. He has been named a Neyman Lecturer and a Medallion Lecturer by the Institute of Mathematical Statistics. He received the IJCAI Research Excellence Award in 2016, the David E. Rumelhart Prize in 2015 and the ACM/AAAI Allen Newell Award in 2009. He is a Fellow of the AAAI, ACM, ASA, CSS, IEEE, IMS, ISBA and SIAM.
Program | |||||
May 26 | |||||
8:30---9:10 | Opening Ceremony | Jinxi Hall | Chair: Xi Chen | ||
9:10---10:00 | Keynote Speech | Title:On Gradient-Based Optimization: Accelerated, Stochastic and Nonconvex | Jinxi Hall | Chair: Tony Cai | |
10:00---10:20 | Tea Break | ||||
| Recent advance in complex data analysis | Learning Theory and Compressed Sensing | Recent development on data analysis | Data Science in Healthcare | |
10:20 | No.1 Hall | No.2 Hall | No.3 Hall | No.4 Hall | |
~ | Chair: Zijian Guo | Chair: Song Li | Chair: Donggyu Kim | Chair: Wei Luo | |
| Organizer: Zijian Guo | Organizer: Junhong Lin | Organizer: Donggyu Kim | Organizer: Tianxi Cai | |
12:00 |
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| Speakers: | Speakers: | Speakers: | Speakers: | |
| Cun-Hui Zhang | Yang Wang | Donggyu Kim | Xu Shi | |
| Harrison Zhou | Ding-xuan Zhou | Hyo Young Choi | Zongqi Xia | |
| Han Xiao | Di-rong Chen | Jongho Im | Sheng Yu | |
| Yihong Wu | Song Li | Maoyuan Zhou | Xiaoyue Niu | |
Lunch | |||||
| Translational Biomedical Data Science | Service Computing & Big Data Analysis | Recent Developments in Applied Statistical methods | Recent development in complex data analysis | |
13:30 | No.1 Hall | No.2 Hall | No.3 Hall | No.4 Hall | |
~ | Chair: Xuan Wang | Chair: Xiaoye Miao | Chair: Zhixiang Lin | Chair: Jinyuan Chang | |
| Organizer: Tianxi Cai | Organizer: Xiaoye Miao | Organizer: Yuanyuan Lin | Organizer: Jinyuan Chang | |
15:10 |
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| Speakers: | Speakers: | Speakers: | Speakers: | |
| Xuan Wang | Xuanzhe Liu | Xu Liu | Zemin Zheng | |
| Tianxi Cai | Jian Cao | Zhixiang Lin | Guanghui Cheng | |
| Yanyuan Ma | Daning Hu | Linlin Dai | Jinyuan Chang | |
| Yen-Tsung Huang |
| Yuanyuan Lin | Kaijie Xue | |
15:10---15:30 | Tea Break | ||||
| Advances in Statistical Learning | The advancement in statistical methods for biological data analysis | Time series analysis | Advanced Methods for Analysis of Modern Biomedical Data | |
15:30 | No.1 Hall | No.3 Hall | No.4 Hall | No.5 Hall | |
~ | Chair: Yin Xia | Chair: Jie Hu | Chair: Rongmao Zhang | Chair: Qi Long | |
| Organizer: Tianxi Cai | Organizer: Hangjin Jiang | Organizer: Xinyu Song & Yazhen Wang | Organizer: Qi Long | |
17:10 |
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| Speakers: | Speakers: | Speakers: | Speakers: | |
| Dave Zhao | Xiaodan Fan | Qianqian Zhu | Yinghao Pan | |
| Yin Xia | Yingying Wei | Chuanhai Zhang | Yong Chen | |
| Zijian Guo | Xianghyu Luo | Xiao Guo | Xiaochen Zhang | |
| Ji Zhu | Jie Hu | Zhiping Lu | Qi Long | |
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May 27 | |||||
Advances in High Dimensional Models: Beyond Scalar-on-vector Regressions | Complex model inference | Machine Learning in Integration of Large-Scale Genomics Data | Machine Learning Theory and Application | ||
8:30 | No.1 Hall | No.2 Hall | No.3 Hall | No.4 Hall | |
~ | Chair: Junhong Lin | Chair: | Chair: Hongzhe Li | Chair: Harrison Zhou | |
| Organizer: Emma Jingfei Zhang | Organizer: Yazhen Wang | Organizer: Hongzhe Li | Organizer: Harrison Zhou | |
10:10 |
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| Speakers: | Speakers: | Speakers: | Speakers: | |
| Lexin Li | Zhengjun Zhang | Iuliana Ionita-Laza | Tengyuan Liang | |
| Jiguo Cao | Nan Lin | Jichun Xie | Song Mei | |
| Will Wei Sun | Bo Fu | James Zou | Zhao Ren | |
| Tao Wang | Anru Zhang | Hongzhe Li | Yuan Yao | |
10:10---10:30 | Tea Break | ||||
| Financial Econometrics | Harness the Power of Complicated data | New methods and perspective for analysis of multiple data sources | Data science in genetics | |
10:30 | No.1 Hall | No.2 Hall | No.3 Hall | No.4 Hall | |
~ | Chair: Hangjin Jiang | Chair: Ning Hao | Chair: Catherine Liu | Chair: | |
| Organizer: Yazhen Wang | Organizer: Jiancheng Jiang | Organizer: Catherine Liu | Organizer: Ying Wei | |
12:10 |
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| Speakers: | Speakers: | Speakers: | Speakers: | |
| Yingying Li | Yue Niu | Lilun Du | Lixuan Qin | |
| Xinghua Zheng | Ning Hao | Guodong Li | Tianying Wang | |
| Xinbing Kong | Jiancheng Jiang | Catherine Liu | Zhigang Li | |
| Qinwen Wang | Dandan Jiang | Tiejun Tong | Xin Liu | |
Lunch | |||||
Modern statistics: theory and methods | Learning high-dimensional data with complex structure | Machine learning | Financial Stochastics and Statistics | ||
13:30 | No.1 Hall | No.2 Hall | No.3 Hall | No.4 Hall | |
~ | Chair: Weidong Liu | Chair: Miaoyan Wang | Chair: Yao Wang | Chair: Zhonggen Su | |
| Organizer: Weidong Liu | Organizer: Miaoyan Wang | Organizer: Yao Wang | Organizer: Yazhen Wang | |
15:10 |
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| Speakers: | Speakers: | Speakers: | Speakers: | |
| Xiaojun Mao | Ruoguo Zhang | Shaobo Lin | Kun Fan | |
| Zhou Yu | Wei Shi | Jinshan Zeng | Nan Zhang | |
| Wei Zhong | Mengyu Xu | Zhi Han | Cheng Liu | |
| Cheng Wang | Miaoyan Wang | Yao Wang | Yan Zhou | |
15:10---15:30 | Tea Break | ||||
| Recent Advances in Complex Data Analysis | Statistical and Machine Learning Methods with Application in AI transportation | Recent developments in statistical and probability learnings | Real-world Applications of Artificial Intelligence | |
15:30 | No.1 Hall | No.5 Hall | No.2 Hall | No.3 Hall | |
~ | Chair: Xinyuan Song | Chair: Renjun Xu | Chair: Wei Luo | Chair: Renjun Xu | |
| Organizer: Xinyuan Song | Organizer: Rui Song | Organizer: Wei Luo | Organizer: Renjun Xu | |
17:10 |
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| Speakers: | Speakers: | Speakers: | Speakers: | |
| Haijin He | Shikai Luo | Shaoli Wang | Ling Huang | |
| Xuejun Jiang | Kaixian Yu | Xin Chen | Hongxia Yang | |
| Yunxian Li | Feng Guo | Yeying Zhu | Andre Python | |
| Man Wang |
| Deli Li |
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会议官网:http://cds.zju.edu.cn/
浙江大学数据科学研究中心
2019年5月8日