====== Shenglin ZHAO ======

  * Zhao,Shenglin (赵胜林)
  * Email: zsl.zju@gmail.com
  * Mailing address:\\
Room 1024 Ho Sin-Hang Engineering Building;\\
Department of Computer Science and Engineering, CUHK;\\
Shatin, N.T., HONG KONG






===== Biography =====
Mr. Shenglin Zhao is currently a Ph.D. student under the supervision of Prof. Irwin King and Prof. Michael R. Lyu in CSE department of The Chinese University of Hong Kong. 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 Interests =====
  * Social Computing
  * Recommender System
  * Machine Learning
  * Deep Learning

===== Publications =====

==== Journal Publications ====

**Shenglin Zhao**, Michael R. Lyu, and  Irwin King. "Aggregated Temporal Tensor Factorization Model for Point-of-interest Recommendation". Neural Processing Letters (Accept).

** Shenglin Zhao,** Irwin King, and Michael R. Lyu. "A Survey on Point-of-interest Recommendation in Location-based Social Networks".  ACM TWeb (Under Review).


 

==== Conference Publications ====

Sheng Zhang, **Shenglin Zhao**, Mingxuan Yuan, Jia Zeng, Jianguo Yao, Irwin King, and Michael Lyu. "Traffic Prediction Based Power Saving in Cellular Networks: A Machine Learning Method". To appear in SIGSPATIAL 2017. 

**Shenglin Zhao**,  Irwin King, and Michael R. Lyu. "Geo-Pairwise Ranking Matrix Factorization Model for Point-of-interest Recommendation". To appear in ICONIP 2017 (Best paper nominee).

Jiajun Cheng, **Shenglin Zhao**, Jiani Zhang, Irwin King, Xin Zhang, and Hui Wang. "Aspect-level Sentiment Classification with HEAT (__H__i__e__rarchical __At__tention) Network". To appear in CIKM 2017.

**Shenglin Zhao**, Michael R. Lyu, Irwin King, Jia Zeng, and  Mingxuan Yuan. "Mining Business Opportunities from Location-based Social Networks". SIGIR 2017. 

**Shenglin Zhao**, Tong Zhao, Irwin King, and  Michael R. Lyu. "Geo-Teaser: Geo-__Te__mpor__a__l __S__equential __E__mbedding __R__ank for Point-of-interest Recommendation".  WWW 2017 (Cognitive Computing Track).

**Shenglin Zhao**, Michael R. Lyu, and  Irwin King. "Aggregated Temporal Tensor Factorization Model for Point-of-interest Recommendation". ICONIP 2016.

Qi Xie, **Shenglin Zhao**, Zibin Zheng, Jieming Zhu, and Michael R. Lyu. "Asymmetric Correlation Regularized Matrix Factorization for Web Service Recommendation". ICWS 2016.

**Shenglin Zhao**, Tong Zhao, Haiqin Yang, Michael R. Lyu, and Irwin King. "STELLAR: Spatial-Temporal Latent Ranking for Successive Point-of-Interest Recommendation".  AAAI 2016 (AI and Web).

**Shenglin Zhao**, Haiqin Yang. "Scalable Point-of-interest Recommendation via Geo-embedding Pairwise Matrix Factorization".  WSDM 2015 workshop on Scalable Data Analytics. 

**Shenglin Zhao**, Irwin King, and Michael R. Lyu. "Capturing Geographical Influence in POI Recommendations".  ICONIP 2013.


==== Patents ====
Point-of-interest Ranking Method (兴趣点排序方法), Application No.: CN 201510977723, Open No.: CN 106909560 A, https://www.google.com/patents/CN106909560A?cl=zh

==== Professional Activities ====
  * Panel Discussion in WWW 2017 Cognitive Computing Track
  * Invited Talk in Huawei Noah's Ark Lab with Prof. Irwin King
  * International Reviewer for Neural Networks, TMM, and IEEE Access
  * Subreviewer for a series of top conferences such as AAAI, KDD, NIPS, WSDM, etc.


==== Awards & Grants ====
  * SIGIR Student Traval Grant
  * Hong Kong Ph.D. Fellowship



===== Miscellaneous =====