About me

I am a PhD student at the School of Computer Science and Engineering, Nanyang Technological University, supervised by Prof Cong Gao. My research interests mainly lie in the field of machine learning and databases.

I graduated from Nanyang Technological University in 2021 with a Bachelor of Engineering in Computer Science (Honours Highest Distinction) and a minor in Mathematics.

Publications

• PLATON: Top-down R-tree Packing with Learned Partition Policy
  Jingyi Yang, Gao Cong
  ACM Special Interest Group in Management of Data 2024. SIGMOD 2024
  Paper
• Database Generation from Query Workloads with Supervised Autoregressive Models
  Jingyi Yang*, Peizhi Wu*, Gao Cong, Tieying Zhang, Xiao He
  ACM Special Interest Group in Management of Data 2022. SIGMOD 2022
  Paper | Code
• Cardinality Estimation in DBMS: A Comprehensive Benhcmark Evaluation
  Yuxing Han, Ziniu Wu, Peizhi Wu, Rong Zhu, Jingyi Yang, Liang Wei Tan, Kai Zeng, Gao Cong, Yanzhao Qin, Andreas Pfadler, Zhengping Qian, Jingren Zhou, Jiangneng Li, Bin Cu
  Proceeding of the VLDB Volume 15. VLDB 2022
  Paper
• Task-in-all Domain Adaptation for Semantic Segmentation
  Tianyi Zhang, Jingyi Yang, Chuanxia Zheng, Guosheng Lin, Jianfei Cai, Alex C. Kot
  2019 IEEE International Conference on Visual Communication and Imange Processing. VCIP 2019
  Paper