个人简历

教育经历\r
2003.9～2008.7 清华大学 计算机科学与技术 工学博士学位 博士研究生毕业 \r
2003.9～2006.7 清华大学 计算机科学与技术 工学硕士学位 硕士毕业 \r
1999.9～2003.7 清华大学 计算机科学与技术 工学学士学位 大学本科毕业 \r
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工作经历\r
2008.7～2012.4 IBM中国研究院 研究员、研究经理\r
2012.4～2018.12 中国科学院软件研究所 副研究员、研究员

研究领域

数据挖掘、数据可视化、人工智能""

近期论文

Lei Shi, Yuankai Luo, Shuai Ma, Hanghang Tong, Zhetao Li, Xiatian Zhang, and Zhiguang Shan, “Mobility Inference on Long-Tailed Sparse Trajectory”, ACM Transactions on Intelligent Systems and Technology (SCI Q1, IF=10.5), 2022. [pdf]\r
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Lei Shi, Junnan Hu, Zhihao Tan, Jun Tao, Jiayan Ding, Yan Jin, Yanjun Wu and Paul Thompson, “MV2Net: Multi-Variate Multi-View Brain Network Comparison over Uncertain Data”, IEEE Transactions on Visualization and Computer Graphics, 2022 (selected for presentation at IEEE VIS'22). [pdf][ppt][appendix][video]\r
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Lei Shi, Congcong Huang, Meijun Liu, Jia Yan, Tao Jiang, Zhihao Tan, Yifan Hu, Wei Chen and Xiatian Zhang, “UrbanMotion: Visual Analysis of Metropolitan-Scale Sparse Trajectories”, IEEE Transactions on Visualization and Computer Graphics, 2020 (selected for presentation at IEEE VIS'20). [pdf][ppt][appendix][video]\r
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Jiao Sun, Yin Li, Charley Chen, Jiahe Lee, Xin Liu, Zhongping Zhang, Ling Huang, Lei Shi*, Wei Xu*, “FDHelper: Assist Unsupervised Fraud Detection Experts with Interactive Feature Selection and Evaluation”, CHI, 2020. [pdf]\r
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Yucheng Huang, Lei Shi*, Yue Su, Yifan Hu, Hanghang Tong, Chaoli Wang, Tong Yang, Deyun Wang, and Shuo Liang, “Eiffel: Evolutionary Flow Map for Influence Graph Visualization”, IEEE Transactions on Visualization and Computer Graphics, 2019 (selected for presentation at IEEE VIS'19). [pdf][ppt][appendix][video]\r
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Jia Yan, Lei Shi*, Jun Tao, Xiaolong Yu, Zhou Zhuang, Congcong Huang, Rulei Yu, Purui Su, Chaoli Wang, and Yang Chen, “Visual Analysis of Collective Anomalies Through Faceted High-Order Correlation Graph”, IEEE Transactions on Visualization and Computer Graphics, 2019. [pdf][video]\r
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Lei Shi, Zhiyang Teng, Le Wang, Yue Zhang, and Alexander Binder, “ DeepClue: Visual Interpretation of Text-based Deep Stock Prediction”, IEEE Transactions on Knowledge and Data Engineering, 2018. [pdf][appendix][video]\r
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Yifan Hu, Lei Shi* and Qingsong Liu, “A Coloring Algorithm for Disambiguating Graph and Map Drawings”, IEEE Transactions on Visualization and Computer Graphics, 2019.[pdf]\r
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Tong Yang, Junzhi Gong, Haowei Zhang, Lei Zou, Lei Shi and Xiaoming Li, “HeavyGuardian: Separate and Guard Hot Items in Data Streams”, KDD, 2018. [pdf]\r
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SELECTED PAPERS\r
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Yucheng Huang, Lei Shi*, Yue Su, Yifan Hu, Hanghang Tong, Chaoli Wang, Tong Yang, Deyun Wang, and Shuo Liang, “Eiffel: Evolutionary Flow Map for Influence Graph Visualization”, IEEE Transactions on Visualization and Computer Graphics, 2019 (selected for presentation at IEEE VIS'19). [pdf][ppt][appendix][video]\r
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Lei Shi, Zhiyang Teng, Le Wang, Yue Zhang, and Alexander Binder, “ DeepClue: Visual Interpretation of Text-based Deep Stock Prediction”, IEEE Transactions on Knowledge and Data Engineering, 2018. [pdf][appendix][video]\r
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Lei Shi, Hanghang Tong, Jie Tang and Chuang Lin, “ VEGAS: Visual influEnce GrAph Summarization on Citation Networks”, IEEE Transactions on Knowledge and Data Engineering, 2015.[pdf][video]\r
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Lei Shi, Chen Wang, Zhen Wen, Huamin Qu, Chuang Lin and Qi Liao, “1.5D Egocentric Dynamic Network Visualization”, IEEE Transactions on Visualization and Computer Graphics, 2015. [pdf]\r
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Lei Shi, Qi Liao, Xiaohua Sun, Yarui Chen and Chuang Lin, “Scalable Network Traffic Visualization Using Compressed Graphs”, IEEE International Conference on Big Data, 2013.[pdf]\r
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Qinying Liao and Lei Shi*, “She Gets a Sports Car from Our Donation: Rumor Transmission in a Chinese Microblogging Community”, ACM CSCW 2013. [pdf][ppt][blog]\r
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Lei Shi, Qi Liao, Yuan He, Rui Li, Aaron Striegel and Zhong Su, “SAVE: Sensor Anomaly Visualization Engine”, IEEE Conference on Visual Analytics Science and Technology (part of IEEE VIS), October 2011. [pdf] [ppt] [video]\r
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Lei Shi, Furu Wei, Shixia Liu, Li Tan, Xiaoxiao Lian and Michelle Zhou, “Understanding Text Corpora with Multiple Facets”, IEEE Conference on Visual Analytics Science and Technology (part of IEEE VIS), October 2010. [pdf] [ppt] [video]\r
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Lei Shi, Bin Liu, Changhua Sun, Zhengyu Yin, Laxmi Bhuyan and H. Jonathan Chao, “Load-Balancing Multi-Path Switching System with Flow-Slice”, IEEE Transactions on Computers, 61(3):350-365, 2012. [pdf]\r
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Chuanxiong Guo, Haitao Wu, Kun Tan, Lei Shi, Yongguang Zhang and Songwu Lu, “DCell: A Scalable and Fault-Tolerant Network Structure for Data Centers”, ACM SIGCOMM, August 2008. [pdf]