严望成

严望成

博士、助理教授,管理高等研究院

+86-21-65981341

wyan3@tongji.edu.cn

研究兴趣:商业分析,众包,强化学习,因果推断

2009~2013 中国科学技术大学 少年班学院 物理专业 本科

2015~2020 美国田纳西大学 Haslam商学院 商业分析与统计专业 博士学位

Conference Papers & Presentations
[1] Yan, W., and Zhou, W. (2019) “Causal Inference Via Covariate Balancing,” accepted by the 2019 INFORMS Workshop on Data Science (DS), Seattle, WA.
[2] Yan, W., Zhou, W., Tan, C., and Fan, L., (2019) “Employee Ridesharing: Reinforcement Learning and Choice Modeling,” in Proceedings of the 25th Americas Conference on Information Systems (AMCIS), Cancun, Mexico. ´
[3] Yan, W., and Zhou, W., (2018) “Employee Ride-sharing: User Choices and Reinforcement Learning,” in the INFORMS 2018 Workshop on Data Science (DS), Phoenix, AZ. Best Paper Award.
[4] Yan, W., and Zhou, W., (2018) “Peer-to-Peer Lending in the Blockchain World,” in the 10th Conference on Information Systems & Technology (CIST), Phoenix, AZ.
[5] Yan, W., Zhou, W., and Letizia, P., (2018) “Crowdsourcing Data Science via Open Contests,” in the INFORMS 13th Data Mining & Decision Analytics Workshop (DMDA), Phoenix, AZ.
[6] Yan, W., Mockus, A., Saul, T., and Steadman, D., (2018) “Curating Forensic Image Collection Using Machine Learning,” in the AAFS 70th Annual Scientific Meeting, Seattle, WA.
[7] Yan, W., Zhou, W., Letizia, P., and Bichescu, B., (2017) “Crowdsourcing Data Science for Innovation,” in the 2017 IEEE International Conference on Data Mining Workshop (ICDMW), pages 1148-1157, New Orleans, LA.
[8] Zhou, W., Yan W., and Zhang X., (2017) “Collaboration for Success in Crowdsourced Innovation Projects: Knowledge Creation, Team Diversity, and Tacit Coordination,” in Proceedings of the 50th Hawaii International Conference on System Sciences (HICSS 50), Hilton Waikoloa Village, Hawaii.
[9] Yan, W., Zhou, W., Colby, S., Kattelmann, K., Mathews, A., and Olfert, M., (2016) “The GetFruved Project Uses Integer Programming to Match Freshmen to Peer Mentors,” poster presented in the 2016 INFORMS Annual Meeting, Nashville, TN.

商业分析博士研究奖, 美国田纳西大学, 2019
最佳论文奖, INFORMS 数据科学研讨会, 2018
商业分析博士项目优秀新生奖, 美国田纳西大学, 2016
研究生科研助理奖学金, 美国田纳西大学, 2015 - 2020
伊拉斯莫斯 EXPERTS II 奖学金, 欧盟, 2012
国家励志奖, 中国科学技术大学, 2011
优秀学生二等奖, 中国科学技术大学, 2010
优秀新生一等奖, 中国科学技术大学, 2009