AI工作台

研究生培养

黄锦滨

助理教授

联系方式:jbhuang at szu.edu.cn

招生专业:数据智能

招生方向:图数据库、图算法

职称 助理教授 联系方式 jbhuang at szu.edu.cn
招生专业 数据智能 招生方向 图数据库、图算法

黄锦滨目前是深圳大学人工智能学院助理教授。他于2024年获得香港浸会大学计算机博士学位,于2016年获得华南理工大学工学学士学位。黄博士主要研究大数据管理、挖掘等相关课题,研究方向具体包括图数据挖掘、利用GPU加速的图算法、隐私研究等。博士期间曾在国际著名会议/期刊TKDE、ICDE、SIGMOD、VLDB、WWWJ等发表多篇论文,其中一作论文包括2篇TKDE论文(CCF-A),2篇ICDE论文(CCF-A),1篇WWWJ(CCF-B)以及1篇WISE最佳论文(CCF-C)。主持国家自然科学基金项目1项。

已发表论文 [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.

项目

1. 国家自然科学基金(青年C类),30万,2026-2028

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