Zeyuan Shang

2019

• Niseko: a Large-Scale Meta-Learning Dataset
  Zeyuan Shang, Emanuel Zgraggen, Philipp Eichmann, Tim Kraska
  Workshop on Meta-Learning at NeurIPS 2019 [Appendix] [Code]
• Alpine Meadow: A System for Interactive AutoML
  Zeyuan Shang, Emanuel Zgraggen, Tim Kraska
  Workshop on Systems for ML at NeurIPS 2019
• Balance-Aware Distributed String Similarity-Based Query Processing System
  Ji Sun, Zeyuan Shang, Guoliang Li, Dong Deng, Zhifeng Bao
  VLDB 2019 [Talk]
• Democratizing Data Science through Interactive Curation of ML Pipelines
  Zeyuan Shang, Emanuel Zgraggen, Benedetto Buratti, Ferdinand Kossmann, Philipp Eichmann, Yeounoh Chung, Carsten Binnig, Eli Upfal, Tim Kraska
  SIGMOD 2019 [Talk]
• How I Learned to Stop Worrying and Love Re-optimization
  Matthew Perron, Zeyuan Shang, Tim Kraska, Michael Stonebraker
  ICDE 2019

2018

• Towards Interactive Curation & Automatic Tuning of ML Pipelines
  Carsten Binnig, Benedetto Buratti, Yeounoh Chung, Cyrus Cousins, Tim Kraska, Zeyuan Shang, Eli Upfal, Robert Zeleznik, Emanuel Zgraggen
  DEEM 2018 (in conjunction with SIGMOD/PODS 2018) [Talk]
• DITA: A Distributed In-Memory Trajectory Analytics System
  Zeyuan Shang, Guoliang Li, Zhifeng Bao
  SIGMOD 2018 (demo)
• DITA: Distributed In-Memory Trajectory Analytics
  Zeyuan Shang, Guoliang Li, Zhifeng Bao
  SIGMOD 2018 [Talk] [Code]

2017

• DIMA: A Distributed In-Memory Similarity-Based Query Processing System
  Ji Sun, Zeyuan Shang, Guoliang Li, Dong Deng, Zhifeng Bao
  VLDB 2017 (demo) [Code]
• K-Join: Knowledge-Aware Similarity Join
  Zeyuan Shang, Yaxiao Liu, Guoliang Li, Jianhua Feng
  ICDE 2017 (extended abstract)

2016

• K-Join: Knowledge-Aware Similarity Join
  Zeyuan Shang, Yaxiao Liu, Guoliang Li, Jianhua Feng
  IEEE Transactions on Knowledge and Data Engineering(TKDE)