Jinbin Huang (黄锦滨)

Postgraduate Research Fellow

Department of Computer Science
Hong Kong Baptist University
224 Waterloo Road, Kowloon Tong, Hong Kong

Email: jbhuang at comp.hkbu.edu.hk

Biography

I am currently a postgraduate research fellow in the Department of Computer Science at Hong Kong Baptist University (HKBU). I am under the supervision of Dr. Xin Huang. I received the Ph.D. degree from the Department of Computer Science at Hong Kong Baptist University (HKBU) and the B.Eng. degree from the Department of Computer Science at South China University of Technology (SCUT). My research interests involve data mining, graph mining, GPU-accelerated graph algorithms, data privacy, spatial data analysis, etc.

Selected Publications [Google Scholar]

  1. Jinbin Huang, Zihan Jia, and Xin Huang. "Efficient Core Propagation based Hierarchical Graph Clustering."
    IEEE International Conference on Data Engineering (ICDE’2025), 2025. (Under Review)

  2. Jinbin Huang, Xin Huang, Jianliang Xu, Byron Choi, and Yun Peng. "GPU-accelerated Structural Diversity Search in Graphs."
    IEEE Transactions on Knowledge and Data Engineering (TKDE’2024), 2024. (Under Revision)

  3. Jinbin Huang, Xin Huang, and Jianliang Xu. "Truss-based Structural Diversity Search in Large Graphs."
    IEEE Transactions on Knowledge and Data Engineering (TKDE’2022), 2022.

  4. Jinbin Huang, Xin Huang, Yuanyuan Zhu, and Jianliang Xu. "Parallel Algorithms for Parameter-free Structural Diversity Search on Graphs."
    World Wide Web: Internet and Web Information Systems (WWWJ’2020), 2020.

  5. Zhe Peng, Cheng Xu, Haixin Wang, Jinbin Huang, Jianliang Xu, Xiaowen Chu. "P2B-Trace: Privacy-Preserving Blockchain-based Contact Tracing to Combat Pandemics."
    Proceedings of the 2021 international conference on management of data (SIGMOD’2021), Xi'an, June 2021.

  6. Jinbin Huang, Xin Huang, and Jianliang Xu. "Truss-based Structural Diversity Search in Large Graphs (Extended Abstract)."
    IEEE International Conference on Data Engineering (ICDE’2021), Chania, April 2021.

  7. Xuliang Zhu, Xin Huang, Jinbin Huang, Byron Choi ,and Jianliang Xu. "HDAG-explorer: a system for hierarchical DAG summarization and exploration."
    Proceedings of the VLDB Endowment (VLDB’2020), Tokyo, August 2020.

  8. Zhe Peng, Jinbin Huang, Haixin Wang, Shihao Wang, Xiaowen Chu, Xinzhi Zhang, Li Chen, Xin Huang, Xiaoyi Fu, Yike Guo, Jianliang Xu. "BU-trace: A permissionless mobile system for privacy-preserving intelligent contact tracing." International Conference on Database Systems for Advanced Applications (DASFAA’2021 Workshop), Taipei, April 2021.

  9. Jinbin Huang, Xin Huang, Yuanyuan Zhu, and Jianliang Xu. "Parameter-Free Structural Diversity Search."
    International Conference on Web Information Systems Engineering (WISE’2019), Hong Kong, November 2019. (The Best Paper Award)

  10. Xiaoyi Fu, Jinbin Huang, Hua Lu, Jianliang Xu, and Yafei Li. "Top-k Taxi Recommendation in Realtime Social-Aware Ridesharing Services."
    International Symposium on Spatial and Temporal Databases (SSTD’2017), Washington DC, August 2017.

Projects

  1. Developed BU-Trace Android for fighting the COVID-19 in HKBU.

Working Experience

Hobbies