Research Interests
Sequence representation learning / Query optimization / Performance optimization
Education
- [2019.09 - Present] Ph.D. in Computer Science - Zhejiang University
- [2015.09 - 2019.06] B.Eng. in Ocean Engineering - Tianjin University
Experience
- [2021.07 - 2022.04] Research Intern - Alibaba Group, CTO line
Publications
- [2024.05] Paper Revisiting CNNs for Trajectory Similarity Learning is putted on Arxiv, Paper, Code
- [2023.12] Paper Neural Embeddings for kNN Search in Biological Sequence is accepted by AAAI, Paper, Code
- [2022.12] Paper SQUID: Subtrajectory query in Trillion-scale GPS database is accepted by VLDBJ, Paper, Code
- [2022.05] Paper Continuous Trajectory Similarity Search for Online Outlier Detection (Extended Abstract) is accepted by ICDE, Paper, Code
- [2020.12] Paper Continuous Trajectory Similarity Search for Online Outlier Detection is accepted by TKDE, Paper, Code
Presentation
- [2021.10] Presentation Need for SPEED: Site Performance Efficiency, Evaluation and Decision on USENIX Srecon21, Presentation
Honors and Awards
- [2024.02] Outstanding Graduate Award - ZJU
- [2023.09] Outstanding Graduate Student - ZJU
- [2021.09] Outstanding Graduate Student - ZJU
- [2019.09] Merit Student - TJU
Contact Me: changzhihao@zju.edu.cn