Jie Liu PhD candidate University of Michigan, Ann Arbor Email: jiezzliu@umich.edu Curriculum Vitae [ PDF ]

Biography

I am a fourth-year PhD student in the Department of Electrical Engineering and Computer Science at University of Michigan, Ann Arbor. I am fortunate to be advised by Prof. Barzan Mozafari. I am a member of the Database Research Group.

Publications [Google Scholar]

• SlabCity: Whole-Query Optimization using Program Synthesis
  Rui Dong*, Jie Liu*, Yuxuan Zhu, Cong Yan, Barzan Mozafari, Xinyu Wang.
  International Conference on Very Large Data Bases (VLDB), 2023.
• Understanding and Improving Proximity Graph based Maximum Inner Product Search
  Jie Liu*, Xiao Yan*, Xinyan Dai, Zhirong Li, James Cheng, Ming-Chang Yang.
  AAAI Conference on Artificial Intelligence (AAAI), 2020.
  

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• Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search
  Xinyan Dai*, Xiao Yan*, Kelvin K. W. Ng, Jie Liu, James Cheng.
  AAAI Conference on Artificial Intelligence (AAAI), 2020 (Oral presentation).
  

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• A general and efficient querying method for learning to hash
  Jinfeng Li, Xiao Yan, Jian Zhang, An Xu, James Cheng, Jie Liu, Kelvin K. W. Ng, Ti-chung Cheng.
  Proceedings of the 2018 International Conference on Management of Data, Pages 1333-1347 (SIGMOD'18).
  

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( * : Equal contributions)