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Manqing Dong

PhD Student
in 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

Expert Recommendation via Tensor Factorization with Regularizing Hierarchical Topical Relationships

Chaoran Huang, Lina Yao, Xianzhi Wang, Boualem Benatallah, Shuai Zhang and Manqing Dong. International Conference on Service-Oriented Computing. (ICSOC). 2018.

DUAL: A Deep Unified Attention Model with Latent Relation Representations for Fake News Detection.

Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Michael Sheng and Hao Huang. International Conference on Web Information Systems Engineering. (WISE). 2018.

GrCAN: Gradient Boost Convolutional Autoencoder with Neural Decision Forest.

Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, and Shuai Zhang. (Preprint). 2018.

NeuRec: On Nonlinear Transformation for Personalized Ranking.

Shuai Zhang, Lina Yao, Aixin Sun, Sen Wang, Guodong Long, and 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.

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.

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 (JCST). 2018.

Professional Activities

Reviewer. Conference on Information and Knowledge Management (CIKM). 2018.

Reviewer. Knowledge and Information Systems. 2018.

Reviewer. International Joint Conference on Artificial Intelligence (IJCAI). 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