Manqing Dong is a Phd student at the School of Computer Science and Engineering, University of New South Wales(Since Sep. 2016). Her supervisors are Dr. Lina Yao and Scientia Professor Boualem Benatallah.
She received her bachelor degree in Statistics at Jilin University(2015) and her master degree in Engineering Management at City University of Hong Kong(2016).
She was also a research assistant with Dr. Qingpeng Zhang for several months with dealing with traffic data and social media data.
And now her main research area is data mining. In details, she mainly focus on anomaly detection and spammer detection.
Opinion Fraud Detection via Neural Autoencoder Decision Forest. Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Chaoran Huang, Xiaodong Ning. Pattern Recognition Letters. 2018. (Submitted)
Rating Prediction via Generative Convolutional Neural Networks based Regression. Xiaodong Ning, Lina Yao, Xianzhi Wang, Boualem Benatallah, Manqing Dong, Shuai Zhang. Pattern Recognition Letters. 2018. (Submitted)
A Survey on Expert Recommendation in Community Question Answering. Xianzhi Wang, Chaoran Huang, Lina Yao, Boualem Benatallah, Manqing Dong. Journal of Computer Science and Technology. (Major Version)
Reviewer. Knowledge and Information Systems. 2018.
Reviewer. International Joint Conference on Artificial Intelligence. 2018
Reviewer. Advanced Data Mining and Applications. 2017
Reviewer. Institute of Electrical and Electronics Engineers Access. 2017
Participant. BeHealth 2016 -- Multiplicity in action for better health. The Hong Kong Society of Behavioral Health, January 16th-17th, 2016, HONG KONG, CHINA
articipant. DATA TO DECISIONS CRC. November 15th-16th, 2016 CANBERRA, AUSTRALIA.
Statistician Assistant. Air Conditioner Division, Haier Inc. Feb. to Mar. 2014. Xuzhou, CHINA
UNSW Tuition Fee Scholarship, University of New South Wales, 2016-2020.
DATA TO DECISIONS CRC PhD Scholarships, 2016-2019
First Prize, Undergraduate Innovative Experiment, Jilin University, May 2014
School of Computer Science and Engineering
The University of New South Wales
Sydney, NSW 2052