Zhicheng Pan

Zhicheng Pan

Ph.D Candidate

Zhicheng Pan (潘志诚 in Chinese) is a Third-year Ph.D student at School of Data Science and Engineering, East China Normal University (ECNU). He is currently an ECNU-PingCAP joint Ph.D, used to be a Data Dev intern in Taobao and a Research intern in Alibaba Cloud. He obtained both of his M.S. degree (2022) and B.S. degree (2019) from School of Computer Science and Technology, Soochow University. His current research interests focus on AI4DB.

Publications (#Co-first Author)

  1. Z Pan, Y Wang, Y Zhang, SB Yang, Y Cheng, P Chen, C Guo, Q Wen, X Tian, Y Dou, Z Zhou, C Yang, A Zhou, B Yang. MagicScaler: Uncertainty-aware, Predictive Autoscaling. PVLDB. 2023.
  2. Z Pan, J Fang, P Chao, W chen, J Xu, L Zhao. Garden: A Real-time Processing Framework for Continuous Top-k Trajectory Similarity Search. KAIS. 2023.
  3. Z Pan, P Chao, J Fang, W Chen, Z Li, A Liu. TraSP: A General Framework for Online Trajectory Similarity Processing. WISE. 2020.
  4. C Fan#, Z Pan#, W Sun, C Yang, WN Chen. LATuner: an LLM-enhanced database tuning system based on adaptive surrogate model. ECML. 2024.
  5. C Feng, Z Pan, J Fang, J Xu, P Zhao, L Zhao. Aries: Accurate Metric-based Representation Learning for Fast Top-k Trajectory Similarity Query. CIKM. 2022.
  6. J Tao, Z Pan, J Fang, P Chao, P Zhao, J Xu. Misty: Microservice-based Streaming Trajectory Similarity Search. ICSOC. 2022.
  7. T Gu, J Fang, Z Pan, Y Wu, Y Ban, P Chao, L Zhao. HPS: A novel heuristic hierarchical pruning strategy for dynamic top-k trajectory similarity query. IPM. 2024.
  8. Y Xia, J Fang, P Chao, Z Pan, J S. Shang. Cost-effective and adaptive clustering algorithm for stream processing on cloud system. GeoInformatica. 2021.
  9. J Shi, Z Pan, J Fang, P Chao. RUTOD: real-time urban traffic outlier detection on streaming trajectory. Neural Computing and Applications. 2021.
  10. C Feng, Z Pan, J Fang, P Chao, A Liu, L Zhao. A Learning-based Approach for Multi-scenario Trajectory Similarity Search. WISE. 2022.
  11. Y Wu, J Fang, P Chao, Z Pan, W Chen, L Zhao. Towards Adaptive Continuous Trajectory Clustering over Distributed Web Data Stream. Journal of Web Engineering. 2023.
  12. Y Wu, Z Pan, P Chao, J Fang, W Chen, L Zhao. Lunatory: A Real-Time Distributed Trajectory Clustering Framework for Web Big Data. ICWE. 2022.
  13. C Fan#, Z Pan#, Y Zhang, L Fan, Q Wen. (ICDE Under Review)
  14. Z Pan. Hyper (ICDE Under Review)
  15. Z Pan. Unity (Writing)
  16. W Sun#, Z Pan#. Rabbit (Writing)
  17. Y Ban#, Z Pan#. SMA-DTW (WWWJ Under Review)
  18. CF-TS (TITS Under Review)
  19. SeeD (TITS Under Review)
  20. Demo (Uncertain)

Projects

  1. 华东师范大学“优秀博士生学术创新能力提升计划”（主持）
  2. 国家/行业标准《信息技术 通用时空信息应用支撑平台参考架构》（主要执笔人）
  3. 江苏省研究生实践创新计划项目“面向大规模轨迹流数据的分布式实时管理及查询研究”（主持）
  4. 2023年度中国数据库学院暑期学校优秀学员一等奖
  5. 2023年数据科学与工程学院企业奖学金一等奖
  6. 2023年学生科创成果展“自治云原生数据库系统研究”，最受欢迎奖
  7. 入选第四届CCF优秀大学生学术秀