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Xiao Liu
ORCID
Publication Activity (10 Years)
Years Active: 2017-2023
Publications (10 Years): 8
Top Topics
Deep Learning
Weakly Supervised
Social Media
Unsupervised Feature Learning
Top Venues
ICIS
ICSH
CoRR
J. Manag. Inf. Syst.
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Publications
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Jiaheng Xie
,
Yidong Chai
,
Xiao Liu
Unbox the Black-Box: Predict and Interpret YouTube Viewership Using Deep Learning.
J. Manag. Inf. Syst.
40 (2) (2023)
Jiaheng Xie
,
Xiao Liu
,
Daniel Dajun Zeng
,
Xiao Fang
Understanding Medication Nonadherence from Social Media: A Sentiment-Enriched Deep Learning Approach.
MIS Q.
46 (1) (2022)
Jiaheng Xie
,
Yidong Chai
,
Xiao Liu
Understanding Health Misinformation Transmission: An Interpretable Deep Learning Approach to Manage Infodemics.
CoRR
(2021)
Jiaheng Xie
,
Zhu Zhang
,
Xiao Liu
,
Daniel Zeng
Understanding Opioid Addiction with Similarity Network-Based Deep Learning.
ICSH
(2019)
Jiaheng Xie
,
Xiao Liu
,
Daniel Zeng
,
Xiao Fang
Extracting Medication Nonadherence Reasons with Sentiment-Enriched Deep Learning.
ICSH
(2019)
Jiaheng Xie
,
Zhu Zhang
,
Xiao Liu
,
Daniel Zeng
Discovering Barriers to Opioid Addiction Treatment from Social Media: A Similarity Network-Based Deep Learning Approach.
ICIS
(2019)
Jiaheng Xie
,
Xiao Liu
,
Daniel Dajun Zeng
Mining e-cigarette adverse events in social media using Bi-LSTM recurrent neural network with word embedding representation.
J. Am. Medical Informatics Assoc.
25 (1) (2018)
Jiaheng Xie
,
Xiao Liu
,
Daniel Zeng
,
Xiao Fang
Understanding Reasons for Medication Nonadherence: An Exploration in Social Media Using Sentiment-Enriched Deep Learning Approach.
ICIS
(2017)