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I am a Ph.D. candidate in the Computer Science Department at Worcester Polytechnic Institute and an ORISE fellow with FDA. My general research interests include data mining, big data analytics and information management. I am a member of DSRG and XMDV, working with Prof. Elke A. Rundensteiner and Prof. Matthew O. Ward.
I am graduating in December 2018 and looking for full-time research opportunities.
Publication[Conference Rankings] [Google Scholar | ResearchGate]
Susmitha Wunnava, Xiao Qin, Tabassum Kakar, Elke A. Rundensteiner and Xiangnan Kong. Deep Learning Strategies for Automatic Detection of Medication and Adverse Drug Events from Electronic Health Records. AMIA 18'.
Susmitha Wunnava, Xiao Qin, Tabassum Kakar, Elke A. Rundensteiner and Xiangnan Kong. Bidirectional LSTM-CRF for Adverse Drug Event Tagging in Electronic Health Records. MADE workshop 18'. [Link]
Xiao Qin, Tabassum Kakar, Susmitha Wunnava, Brian McCarthy, Andrew Schade, Huy Quoc Tran, Brian Zylich, Elke A. Rundensteiner, Lane Harrison, Sanjay K. Sahoo and Suranjan De. MeDIAR: Multi-Drug Adverse Reactions Analytics. ICDE '18. [Short Video]
Susmitha Wunnava, Xiao Qin, Tabassum Kakar, Xiangnan Kong, Elke A. Rundensteiner, Sanjay K. Sahoo and Suranjan De. One Size Does Not Fit All: An Ensemble Approach Towards Information Extraction from Adverse Drug Event Narratives. HEALTHINF '18. (Best Student Paper Runner-up) [Link]
Xiao Qin, Tabassum Kakar, Susmitha Wunnava, Elke A. Rundensteiner and Lei Cao. MARAS: Signaling Multi-Drug Adverse Reactions. KDD '17. [Link][Short Video][Presentation]
Susmitha Wunnava, Xiao Qin, Tabassum Kakar, Vimig Socrates, Amber Wallace and Elke A. Rundensteiner. Towards Transforming FDA Adverse Event Narratives into Actionable Structured Data for Improved Pharmacovigilance. ACM SAC '17. [Link]
Xiao Qin, Ramoza Ahsan, Xika Lin, Elke A. Rundensteiner, and Matthew O. Ward. Interactive Temporal Association Analytics. EDBT '16. [Link]
Xiao Qin, Zhongqiang Chen, Yuan Zhang, and Shenhong Zhu. Death Hoax Detection in Query Suggestions. Yahoo! Tech Pulse '15.
Xiao Qin, Ramoza Ahsan, Xika Lin, Elke A. Rundensteiner, and Matthew O. Ward. iPARAS: Incremental Construction of Parameter Space for Online Association Mining. KDD BigMine workshop '14. [Link]
Amin Teymorian, Xiao Qin, and Ophir Frieder. RESQ: Rank-energy selective query forwarding for distributed search systems. CIKM '12. [Link]
Dongping Gao, Zhendong Niu, Lening Lv, Peng Jiang, Xiao Qin, and Jiahong Guo. Chinese unknown word recognition based on functional applications of type theory. IITA '08. [Link]
EducationUniversity of Pittsburgh, Master of Science in Information Science and Technology
Harbin Institute of Technology, Bachelor of Engineering in Computer Science and Technology
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