Publications

Our Faculty members are frequent contributors to world-renowned journals and serve on editorial boards of top IS, OR and Statistics academic journals.

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Information Systems

Deep Cross-Attention Network for Crowdfunding Success Prediction

Tang, Zhe; Yang, Yi; Li, Wei; Lian, Defu; Duan, Lixin
IEEE Transactions on Multimedia, 2022, article number 9674839
Information Systems

Quantile regression with ReLU Networks: Estimators and minimax rates

Madrid, Oscar; Tansey, Wesley; Chen, Yanzhen
Journal of Machine Learning Research, Forthcoming
Information Systems

Identifying Market Structure: A Deep Network Representation Learning of Social Engagement

Yang, Yi; Zhang, Kunpeng; Kannan, P.K.
Journal of Marketing, v. 86, (4), 2022, p. 37-56
Information Systems

sDTM: A Supervised Bayesian Deep Topic Model for Text Analytics

Yang, Yi; Zhang, Kunpeng; Fan, Yangyang
Information Systems Research, 2022
Information Systems

Leveraging University Research Within the Context of Open Innovation: The Case of Huawei

Xu, Yan; Huang, Minyi
Telecommunications Policy, v. 46, (2), 2022, article number 101956
Information Systems

Identifying the Big Shots-a Quantile-matching Way in the Big Data Context

Li, Guangrui (Kayla); So, Mike Ka Pui; Tam, Kar Yan
ACM Transactions on Management Information Systems, v. 13, (2), 2022, article number 19, p. 1-30
Information Systems

Gaining Customer Loyalty with Tracking Information Quality in B2B Logistics

Rai, Arun; Tang, Xinlin; Yin, Zhitao; Du, Steven
Journal of Management Information Systems, v. 39, (2), 2022, p. 307-335
Information Systems

Evolution of Referrals over Customers' Life Cycle: Evidence from a Ride-Sharing Platform

Fernandez Loria, Carlos Manuel; Cohen, Maxime C.; Ghose, Anindya
Information Systems Research, 2022
Information Systems

Causal Decision Making and Causal Effect Estimation are Not the Same… and Why it Matters

Fernández-Loría, Carlos Manuel; Provost, Foster
INFORMS Journal on Data Science,2022
Information Systems

Peer Privacy Concerns: Conceptualization and Measurement

Zhang, Nan (Andy); Wang, Chong (Alex); Karahanna, Elena; Xu, Yan
Mis Quarterly, v. 46, (1), 2022, p. 491-530