Publications

A General and Efficient Querying Method for Learning to Hash

SIGMOD 2018

Jinfeng Li, Xiao Yan, Jian Zhang, An Xu, James Cheng, Jie Liu, Kelvin Ng, and Ti-Chung Cheng

Norm-Ranging LSH for Maximum Inner Product Search

NIPS 2018

Xiao Yan, Jinfeng Li, Xinyan Dai, Hongzhi Chen, James Cheng

LoSHa: A General Framework for Scalable Locality Sensitive Hashing

SIGIR 2017

Jinfeng Li, James Cheng, Fan Yang, Yuzhen Huang, Yunjian Zhao, Xiao Yan, Ruihao Zhao

 

Research of Interns

K-Maximum Inner Product Neighbor Graph for Inner Product Search

BAO Ergute.       report     slide

Scalable and Efficient Querying Methods for Learning to Hash

Jie Liu and Yang Song.       report     slide

Implementation and Analysis of Collision Counting LSH on The Husky Framework

Ti-Chung Cheng.       report     slide

Exploring Efficient Similarity Search Algorithms with K-Nearest Neighbor Graph

Bin Hu.       report     slide