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Manqing Dong

PhD Student
at CSE UNSW

Introduction

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 machine learning and data mining. Some focus are anomaly text detection, recommender systems, and internet of things.

Prublications

NeuRec: On Nonlinear Transformation for Personalized Ranking.

Shuai Zhang, Lina Yao, Aixin Sun, Sen Wang, Guodong Long, Manqing Dong. International Joint Conference on Artificial Intelligence. (IJCAI). 2018.

Opinion Fraud Detection via Neural Autoencoder Decision Forest.

Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Chaoran Huang, Xiaodong Ning. Pattern Recognition Letters. (PRL). 2018. (Minor revision)

Rating Prediction via Generative Convolutional Neural Networks based Regression.

Xiaodong Ning, Lina Yao, Xianzhi Wang, Boualem Benatallah, Manqing Dong, Shuai Zhang. Pattern Recognition Letters. (PRL) 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)

Professional Activities

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

Participant. DATA TO DECISIONS CRC. November 15th-16th, 2016 CANBERRA, AUSTRALIA.

Statistician Assistant. Air Conditioner Division, Haier Inc. Feb. to Mar. 2014. Xuzhou, CHINA

Honors

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

Address

K17 412-10
School of Computer Science and Engineering
The University of New South Wales
Sydney, NSW 2052
Australia

Contact

  • Mail: manqing.dong@unsw.edu.au
  • Phone: +61 2 9385 6906