Xiao Liu
Xiao Liu
Associate Professor of Marketing, Stern School of Business, New York University
Verified email at - Homepage
Cited by
Cited by
A structured analysis of unstructured big data by leveraging cloud computing
X Liu, PV Singh, K Srinivasan
Marketing science 35 (3), 363-388, 2016
Large-scale cross-category analysis of consumer review content on sales conversion leveraging deep learning
X Liu, D Lee, K Srinivasan
Journal of Marketing Research 56 (6), 918-943, 2019
The effect of voice AI on consumer purchase and search behavior
C Sun, ZJ Shi, X Liu, A Ghose, X Li, F Xiong
NYU Stern School of Business, 2019
Dynamic Coupon Targeting Using Batch Deep Reinforcement Learning: An Application to Livestream Shopping
X Liu
Marketing Science, 2022
Analyzing bank overdraft fees with big data
X Liu, A Montgomery, K Srinivasan
Marketing Science 37 (6), 855-882, 2018
Soul and Machine (Learning)
H Proserpio, Davide and Hauser, John R. and Liu, Xiao and Amano, Tomomichi ..., 2019
An Empirical Analysis of Consumer Purchase Behavior of Base Products and Add-ons Given Compatibility Constraint
X Liu, T Derdenger, B Sun
Marketing Science, 2017
Voice analytics of online influencers
S Hwang, X Liu, K Srinivasan
Available at SSRN 3773825, 2021
Studying product competition using representation learning
F Chen, X Liu, D Proserpio, I Troncoso, F Xiong
Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020
Hype news diffusion and risk of misinformation: The Oz effect in health care
Z Shi, X Liu, K Srinivasan
Journal of Marketing Research 59 (2), 327-352, 2022
Product2vec: Understanding product-level competition using representation learning
F Chen, X Liu, D Proserpio, I Troncoso
SSRN Electronic Journal, 2020
Success and survival in livestream shopping
Z Liu, W Zhang, X Liu, E Muller, F Xiong
Available at SSRN 4028092, 2022
Deep learning in marketing: a review and research agenda
X Liu
Artificial Intelligence in Marketing, 239-271, 2023
Passive and active attention to baseball telecasts: Implications for content (re-) design
X Liu, M Shum, K Uetake
NYU Stern School of Business Forthcoming, 2020
The zero bias in target retirement fund choice
A Kalra, X Liu, W Zhang
Journal of Consumer Research 47 (4), 500-522, 2020
Geometric deep learning based recommender system and an interpretable decision support system
Y Leng, R Ruiz, X Liu
Available at SSRN:, 2022
Automatic Aspect-Based Sentiment Analysis (AABSA) from Customer Reviews.
J Xu, B Tang, X Liu, F Xiong
AffCon@ AAAI, 47-66, 2020
How Do Fast-Fashion Copycats Affect the Popularity of Premium Brands? Evidence from Social Media
Z Shi, X Liu, D Lee, K Srinivasan
Journal of Marketing Research 60 (6), 1027-1051, 2023
Doubling revenues by adopting livestream shopping: A synthetic DiD approach
W Zhang, Z Liu, X Liu, E Muller
Available at SSRN 4318978, 2023
Product2Vec: Leveraging representation learning to model consumer product choice in large assortments
F Chen, X Liu, D Proserpio, I Troncoso
Nyu Stern School of Business, 2022
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