Research
Curriculum Vitae | Google Scholar | SSRN
Publications
Liu Liu, Daria Dzyabura, and Natalie Mizik (2020), "Visual Listening In: Extracting Brand Image Portrayed on Social Media," Marketing Science 39(4): 669-686.
- John D.C. Little Award Finalist, 2020
- Frank M. Bass Best Dissertation-Based Paper Award Finalist, 2020
- Lead article
- Featured in ISMS press release (August 6, 2020)
- Earlier version included in Marketing Science Institute Working Paper Series 2020, Report No.20-113
Linda Hagen, Kosuke Uetake, Nathan Yang, Bryan Bollinger, Allison Chaney, Daria Dzyabura, Jordan Etkin, Avi Goldfarb, Liu Liu, K. Sudhir, YanwenWang, JamesWright, and Ying Zhu (2020), "How Can Machine Learning Aid Behavioral Marketing Research?" Marketing Letters, 31(4), 361-370
Liu Liu, Daria Dzyabura, and Natalie Mizik (2018), "Visual Listening In: Extracting Brand Image Portrayed on Social Media," Proceedings of the Thirty-Second AAAI Conference on Articial Intelligence, February 2018
Liu Liu, Jack Mostow, and Gregory Aist (2013), "Generating Example Contexts to Help Children Learn Word Meaning," Journal of Natural Language Engineering, 19.02: 187-212
Ni Lao, Jun Zhu, Liu Liu, Yandong Liu, and William W. Cohen (2010), "Efficient Relational Learning with Hidden Variable Detection," In Advances in Neural Information Processing Systems (NIPS) (pp. 1234-1242)
Jing Zhang, Jie Tang, Liu Liu, and Juanzi Li (2008), "A Mixture Model for Expert Finding," Advances in Knowledge Discovery and Data Mining, 466-478.
Working Papers
Liu Liu and Daria Dyzabura, "Capturing Heterogeneity Among Consumers with Multi-taste Preferences", Revise and Resubmit, Marketing Science
Work in Progress
“Visual Elicitation of Consumer Preference,” with Ujas Shah and Shane Wang
“Generative AI for Psychological Research,” with Samsun Knight and Nick Reinholtz
“LLMs and Marketing Narratives,” with Samsun Knight and Laura Kornish
“Category Learning through Images: An Application to Movie Posters,” with Paul Blythe, Alix Barasch, Masakazu Ishihara, and Natasha Foutz