Xiao Liu

26 papers C 2Misc 1Journal 8Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Post-Earnings-Announcement Drift Prediction: Leveraging Postevent Investor Responses with Multitask Learning.
Inf. Syst. Res.
Yu Zhu, Xiao Liu, Olivia R. Liu Sheng
2023 J jnl
Unbox the Black-Box: Predict and Interpret YouTube Viewership Using Deep Learning.
J. Manag. Inf. Syst.
Jiaheng Xie, Yidong Chai, Xiao Liu
2022 — conf
An Interpretable Deep Learning Approach to Understand Health Misinformation Transmission on YouTube.
HICSS
Jiaheng Xie, Yidong Chai, Xiao Liu
2022 J jnl
Understanding Medication Nonadherence from Social Media: A Sentiment-Enriched Deep Learning Approach.
MIS Q.
Jiaheng Xie, Xiao Liu, Daniel Dajun Zeng, Xiao Fang
2021 — ed.
The Role of e-Business during the Time of Grand Challenges - 19th Workshop on e-Business, WeB 2020, Virtual Event, December 12, 2020, Revised Selected Papers
WEB
Aravinda Garimella, Prasanna P. Karhade, Abhishek Kathuria, Xiao Liu, Jennifer J. Xu, Kexin Zhao
2021 J jnl
Understanding Health Misinformation Transmission: An Interpretable Deep Learning Approach to Manage Infodemics.
CoRR
Jiaheng Xie, Yidong Chai, Xiao Liu
2021 J jnl
Unveiling the Hidden Truth of Drug Addiction: A Social Media Approach Using Similarity Network-Based Deep Learning.
J. Manag. Inf. Syst.
Jiaheng Xie, Zhu Zhang, Xiao Liu, Daniel Zeng
2020 — ed.
Smart Business: Technology and Data Enabled Innovative Business Models and Practices - 18th Workshop on e-Business, WeB 2019, Munich, Germany, December 14, 2019, Revised Selected Papers
WEB
Karl R. Lang, Jennifer J. Xu, Bin Zhu, Xiao Liu, Michael J. Shaw, Han Zhang, Ming Fan
2019 C conf
Discovering Barriers to Opioid Addiction Treatment from Social Media: A Similarity Network-Based Deep Learning Approach.
ICIS
Jiaheng Xie, Zhu Zhang, Xiao Liu, Daniel Zeng
2019 — conf
Extracting Medication Nonadherence Reasons with Sentiment-Enriched Deep Learning.
ICSH
Jiaheng Xie, Xiao Liu, Daniel Zeng, Xiao Fang
2019 — ed.
The Ecosystem of e-Business: Technologies, Stakeholders, and Connections - 17th Workshop on e-Business, WeB 2018, Santa Clara, CA, USA, December 12, 2018, Revised Selected Papers
WEB
Jennifer J. Xu, Bin Zhu, Xiao Liu, Michael J. Shaw, Han Zhang, Ming Fan
2019 — conf
Understanding Opioid Addiction with Similarity Network-Based Deep Learning.
ICSH
Jiaheng Xie, Zhu Zhang, Xiao Liu, Daniel Zeng
2018 J jnl
Mining e-cigarette adverse events in social media using Bi-LSTM recurrent neural network with word embedding representation.
J. Am. Medical Informatics Assoc.
Jiaheng Xie, Xiao Liu, Daniel Dajun Zeng
2017 C conf
Understanding Reasons for Medication Nonadherence: An Exploration in Social Media Using Sentiment-Enriched Deep Learning Approach.
ICIS
Jiaheng Xie, Xiao Liu, Daniel Zeng, Xiao Fang
2016 — conf
AZPharm MetaAlert: A Meta-learning Framework for Pharmacovigilance.
ICSH
Xiao Liu, Hsinchun Chen
2016 — —
Health Data Analytics: Data and Text Mining Approaches for Pharmacovigilance.
Xiao Liu
2015 J jnl
A research framework for pharmacovigilance in health social media: Identification and evaluation of patient adverse drug event reports.
J. Biomed. Informatics
Xiao Liu, Hsinchun Chen
2015 — conf
DiabeticLink: An Internationally Collaborative Cyber-Enabled Patient Empowerment Platform.
ICSH
Grace Samtani, Lubaina Maimoon, Joshua Chuang, Casper Nybroe, Xiao Liu, Uffe Kock Wiil, Shu-Hsing Li, Hsinchun Chen
2015 J jnl
Identifying Adverse Drug Events from Patient Social Media: A Case Study for Diabetes.
IEEE Intell. Syst.
Xiao Liu, Hsinchun Chen
2015 Misc conf
Identifying Novel Adverse Drug Events from Health Social Media Using Distant Supervision.
AMIA
Xiao Liu, Hsinchun Chen
2015 — conf
Information Credibility: A Probabilistic Graphical Model for Identifying Credible Influenza Posts on Social Media.
ICSH
Qiaozhen Guo, Wayne Wei Huang, Kai Huang, Xiao Liu
2014 — conf
Diabetes-Related Topic Detection in Chinese Health Websites Using Deep Learning.
ICSH
Xinhuan Chen, Yong Zhang, Chunxiao Xing, Xiao Liu, Hsinchun Chen
2014 — conf
DiabeticLink: An Integrated and Intelligent Cyber-Enabled Health Social Platform for Diabetic Patients.
ICSH
Joshua Chuang, Owen Hsiao, Pei-Lin Wu, Jean Chen, Xiao Liu, Haily De La Cruz, Shu-Hsing Li, Hsinchun Chen
2014 — conf
HealthQA: A Chinese QA Summary System for Smart Health.
ICSH
Yanshen Yin, Yong Zhang, Xiao Liu, Yan Zhang, Chunxiao Xing, Hsinchun Chen
2014 — conf
Identifying Adverse Drug Events from Health Social Media: A Case Study on Heart Disease Discussion Forums.
ICSH
Xiao Liu, Jing Liu, Hsinchun Chen
2013 — conf
AZDrugMiner: An Information Extraction System for Mining Patient-Reported Adverse Drug Events in Online Patient Forums.
ICSH
Xiao Liu, Hsinchun Chen