Faculty

Home > Faculty > Lecturer/Assistant Professor > Content

Jinbin Huang

Assistant Professor

Contact information：jbhuang at szu.edu.cn

Admissions Majors：Data intelligence

Admissions direction：Graph databases and graph algorithms

Jinbin Huang is currently an Assistant Professor at the School of Artificial Intelligence, Shenzhen University. He received his PhD in Computer Science from Hong Kong Baptist University in 2024 and his Bachelor of Engineering degree from South China University of Technology in 2016. Dr. Huang's research focuses on big data management and mining, specifically graph data mining, GPU-accelerated graph algorithms, and privacy research. During his doctoral studies, he published numerous papers in internationally renowned conferences and journals such as TKDE, ICDE, SIGMOD, VLDB, and WWWJ, including two first-author papers in TKDE (CCF-A), two in ICDE (CCF-A), one in WWWJ (CCF-B), and one WISE Best Paper (CCF-C). He has led one National Natural Science Foundation of China project.

Published papers [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.

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.

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.

Project

1. National Natural Science Foundation of China (Youth Category C), 300,000 RMB, 2026-2028.

【Close】

Yuehai Campus: No. 3688, Nanhai Avenue, Nanshan District, Shenzhen

Consultation, suggestions and complaint phone number: 0755-26946884

职称	Assistant Professor	联系方式	jbhuang at szu.edu.cn
招生专业	Data intelligence	招生方向	Graph databases and graph algorithms