About Me 

Dr. Shenglin Zhao has been a senior researcher in Tencent Youtu Lab since 2018.  He got his Ph.D. under the supervision of Prof. Michael R. Lyu (IEEE , AAAS and ACM Fellow)  and Prof. Irwin King (IEEE Fellow) in CSE department of The Chinese University of Hong Kong in 2017. He received his Bachelor's degree and Master's degree of engineering in college of E.E. from Zhejiang University in 2009 and 2012 respectively. 

Research Interest

• Machine Learning and Deep Learning

• Spatio-temporal Data Analysis

• Recommender System

• Computer Vision

Recent Selected Publications (google scholar)

• STAR-GCN: Stacked and Reconstructed Graph Convolutional Networks for Recommender Systems. (IJCAI 2019)

Jiani Zhang,  Xingjian Shi, Shenglin Zhao,  and Irwin King. 

• Parallel Wasserstein Generative Adversarial Nets with Multiple Discriminators.  (IJCAI 2019)

Yuxin Su, Shenglin Zhao, Xixian Chen, Irwin King, and Michael R. Lyu

• Personalized Sequential Check-in Prediction: Beyond Geographical and Temporal Contexts. (ICME 2018)

Shenglin Zhao, Xixian Chen, Irwin King, and Michael R. Lyu

• Geo-Pairwise Ranking Matrix Factorization Model for Point-of-interest Recommendation. (ICONIP 2017, Best paper runner-up)

Shenglin Zhao, Irwin King, and Michael R. Lyu

• Traffic Prediction Based Power Saving in Cellular Networks: A Machine Learning Method. ( SIGSPATIAL 2017)

Sheng Zhang,  Shenglin Zhao, Mingxuan Yuan, Jia Zeng, Jianguo Yao, Irwin King, and Michael R. Lyu.

• Aspect-level Sentiment Classification with HEAT (Hierarchical Attention) Network. (CIKM 2017)

Jiajun Cheng, Shenglin Zhao, Jiani Zhang, Irwin King, Xin Zhang, and Hui Wang.

• Mining Business Opportunities from Location-based Social Networks. (SIGIR 2017)

Shenglin Zhao, Michael R. Lyu, Irwin King, Jia Zeng, and  Mingxuan Yuan.

• STELLAR: Spatial-Temporal Latent Ranking for Successive Point-of-Interest Recommendation. (AAAI 2016)

Shenglin Zhao, Tong Zhao, Haiqin Yang, Michael R. Lyu, and Irwin King.

Academic Service

• PC Member: AAAI2018， AAAI2019， Geoprocessing2019

• Reviewer: TKDE, TMM,  TOIS, NN, IEEE Access

• Subreviewer: NIPS, AAAI, IJCAI, KDD, SIGIR, WWW, WSDM, CIKM, SDM, TKDD

Selected Awards

• President Special Contribution Prize in Huawei, 2017

• Hong Kong PhD Fellowship, 2012-2015

• National Inspiration Scholarship, 2009

• First Class Prize in China Undergraduate Mathematical Contest in Modeling, 2007