Xinjie Zhou

PhD Candidate of Individualized Interdisciplinary Program (Data Science and Analytics),

Academy of Interdisciplinary Studies, The Hong Kong University of Science and Technology,

Hong Kong SAR, China

Biography

I am currently working toward a PhD degree in IIP (Data Science and Analytics) at HKUST under the supervision of Prof. Xiaofang Zhou and Dr. Lei Li. I obtained a Bachelor's degree in Mechanical Engineering from Xi'an Jiaotong University (XJTU) in 2018, and received a Master's degree in Mechanical Engineering under the supervision of Prof. Xinguo Ming and Prof. Qichang He from Shanghai Jiao Tong University (SJTU) in 2021.

Research Interests

Dynamic shortest-path algorithms, Spatial-temporal databases, Scalable graph database management

Selected Publications

[TKDE 2024] Xinjie Zhou, Kai Huang, Lei Li, Mengxuan Zhang, Xiaofang Zhou. "I/O-Efficient Multi-Criteria Shortest Paths Query Processing on Large Graphs" In IEEE Transactions on Knowledge and Data Engineering (TKDE), 2024. DOI: 10.1109/TKDE.2024.3386906 [pdf]
[ICDE 2024] Xinjie Zhou, Mengxuan Zhang, Lei Li, Xiaofang Zhou. "Scalable Distance Labeling Maintenance and Construction for Dynamic Small-World Networks." In Proceeding of IEEE International Conference on Data Engineering (ICDE), 2024. (Accepted, to be appeared)
[ICSS 2021] Xinjie Zhou, Guyue Gao, Xinguo Ming, Liya Wang, Dao Yin, Xiaohong Ma. "Task-oriented Knowledge Representation and Ontology Modeling for Complex Product Design." In Proceeding of International Conference on Service Science (ICSS). IEEE, 2021.

Honors & Awards

Postgraduate Studentship of HKUST 2021-2024
2021 Outstanding Graduates of Shanghai Colleges and Universities (top 5%) 03/2021
UAES Scholarship of SJTU 12/2020
Third Prize in “HUAWEI Cup” The 16th China Post-Graduate Mathematical Contest in Modeling 12/2019
2018 Outstanding Graduates of XJTU (top 10%) 06/2018
Outstanding Student Awards of XJTU (top 10%) 2015/2016/2017
First Prize in the 7th National College Mechanical Innovation Competition (top 3%). 07/2016
National College Students' Innovative Entrepreneurial Training Program (Excellent). 06/2015-07/2016