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Dr. PENG, Yun 彭雲
B.Sc., M.Phil, Ph.D.
Research Assistant Professor, Department of Computer Science

 
   
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Dr. Peng obtained his Ph.D degree in Computer Science from the Hong Kong Baptist University (HKBU) in 2013. He received his M.Phil degree in Computer Science from the Harbin Institute of Technology (HIT) in 2008. He received his BSc in Computer Science from the Shandong University in 2006. Dr. Peng was a Senior Researcher with Machine Intelligence Center of Lenovo, 2017-2020. He was an Associate Professor of Shandong Academy of Sciences. His publications appear in IEEE TKDE, IEEE ICDE, IEEE TSC, etc


Research Interests

  • Big Graph Data Management
  • Artificial Intelligence
  • Graph Database

Selected Publications

  • Xin Lin, Yun Peng*, Jianliang Xu, Byron Choi, Human-Powered Data Cleaning for Probabilistic Reachability Queries on Uncertain Graphs, IEEE 34th International Conference on Data Engineering (ICDE), Pages 1755-1756, 2018.
  • Xin Lin, Yun Peng*, Jianliang Xu, Byron Choi, Human-Powered Data Cleaning for Probabilistic Reachability Queries on Uncertain Graphs, IEEE Transactions on Knowledge and Data Engineering (TKDE), 29(7): 1452 - 1465, 2017.
  • Yun Peng, Byron Choi, Bingsheng He, Shuigeng Zhou, Ruzhi Xu, Xiaohui Yu, VColor: A practical vertex-cut based approach for coloring large graphs, Proceedings of the 2016 IEEE International Conference on Data Engineering (ICDE 16), pages 97-108, 2016.
  • Yun Peng, Zhe Fan, Byron Choi, Jianliang Xu. Authenticated subgraph similarity search in outsourced graph databases. IEEE Transactions on Knowledge and Data Engineering (TKDE), 27(7): 1838-1860, 2015.
  • Yun Peng, Byron Choi, Jianliang Xu. Side-effect estimation: a filtering approach to the view update problem. IEEE Transactions on Knowledge and Data Engineering (TKDE), 26(9): 2307–2322, 2014.
  • Zhe Fan, Yun Peng, Byron Choi. Towards efficient authenticated subgraph query service in outsourced graph databases. IEEE Transactions on Services Computing (TSC), 7(4): 696-713, 2014.
  • Yun Peng, Byron Choi, Jianliang Xu. Selectivity estimation of twig queries on cyclic graphs. Proceedings of the 2011 IEEE International Conference on Data Engineering (ICDE 11), pages 960–971, 2011.
* denotes the corresponding author
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Department of Computer Science, Hong Kong Baptist University
Hong Kong Baptist University