Short Bio [CV]:

I am now a Big Data Researcher in Huawei since 2015-10, solving challenging problems on Recommender System, Convergent Billing System and Customer Relationship Management System, using state-of-the-art Machine Learning, Data Mining and Knowledge Graph Techniques.

I obtained my Ph.D degree in Computer Science Department, from the Hong Kong Baptist University (HKBU, 香港浸会大学) in 2015, supervised by Dr. Byron Choi and Prof. Jianliang Xu. I received my Bachelor of Engineering degree in School of Computer Science and Engineering, from the South China University of Technology (SCUT, 华南理工大学) in 2011. I was a research visitor at the University of Edinburgh (爱丁堡大学) from 2014.10 to 2015.3, supervised by Prof. Wenfei Fan, and a summer intern at Tencent Inc., ShenZhen, in 2010. I was a member of Database Group at HKBU.

Pubulications:

Xin Lin, Jianliang Xu, Haibo Hu, Z. Fan. “Reducing Uncertainty of Probabilistic Top-k Ranking via Pairwise Crowdsourcing”. IEEE Transactions on Knowledge and Data Engineering (TKDE’17). Full Paper.

Y. Tan, Z. Fan, G. Li, F. Wang, Z. Li, S. Liu, Q. Pan, Eric Xing, Qirong Ho. “Scalable Time-Decaying Adaptive Prediction Algorithm”. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD’16). Full Paper. [PDF]

Byron Choi, Z. Fan, Q. Chen, J. Xu and Sourav S Bhowmick. “Structure-Preserving Subgraph Isomorphism Query Services (Abstract Extension)”. IEEE International Conference on Data Engineering (ICDE’16). Poster Paper.

Z. Fan, B. Choi, Q. Chen, J. Xu and S. Bhowmick. “Structure-Preserving Subgraph Isomorphism Query Services”. IEEE Transactions on Knowledge and Data Engineering (TKDE’15). Full Paper.

Z. Fan, B. Choi, J. Xu and S. Bhowmick. “Asymmetric Structure-Preserving Subgraph Queries for Large Graphs”. IEEE International Conference on Data Engineering (ICDE’15). Full Paper.

Wenfei Fan, Z. Fan, C. Tian, Xin Dong. “Keys for Graphs”. International Conference on Very Large Data Bases (PVLDB’15). Full Paper.

X. Xie, Z. Fan, B. Choi, P. Yi, S. Bhowmick and S. Zhou. “PIGEON: Progress Indicator for Subgraph Queries”. IEEE International Conference on Data Engineering (ICDE’15). Demo Paper.

Y. Peng, Z. Fan, B. Choi, J. Xu and S. Bhowmick. “Authenticated Subgraph Similarity Search in Outsourced Graph Databases”. IEEE Transactions on Knowledge and Data Engineering (TKDE’14). Full Paper.

S. Yin, Z. Fan, P. Yi, B. Choi, J. Xu and Shuigeng Zhou. “Privacy-Preserving Reachability Query Services”. International Conference on Database Systems for Advanced Applications (DASFAA’14). Full Paper.

P. Yi, Z. Fan, and S. Yin. “Privacy-Preserving Reachability Query Services for Sparse Graph”. IEEE International Conference on Data Engineering (ICDE’14) GDM Workshop. Short Paper.

Z. Fan, Y. Peng, B. Choi, J. Xu and S. Bhowmick. “Towards Efficient Authenticated Subgraph Query Service in Outsourced Graph Databases”. IEEE Transactions on Services Computing (TSC’13). Full Paper.

Patents:

Zhe Fan and Fangshan Wang. “A Method on Intelligent Analysis of data semantics (in Chinese)”. 2017.

Zhe Fan and Yinyan Tan. “A Method on Automatic Selection for Model Update Strategies (in Chinese)”. 2016.

Choi Koon Kau (Byron) and Zhe Fan. “Structure-Preserving Subgraph Queries”. U.S.. No. 62170122. Filed on 2 June 2015. (Provisional)

Reviewer:

2017 IEEE Transactions on Knowledge and Data Engineering (TKDE’17), CCF A, JCR Q1 (JCR一区)

2017 软件学报,核心期刊

Technical Report:

Z. Fan and B. Choi. “On Extensions for Structure-Preserving Subgraph Isomorphism Query Services”. 2015. [PDF]

Past Project:

Sugar: SecUre GrAph QueRy Services. Hong Kong Baptist University. [Code]