Yingfan (Abraham) LIU

alt text 

Ph.D. Candidate

Supervisor: Prof. Hong Cheng

Department of Systems Engineering and Engineering Management
The Chinese University of Hong Kong

Room 801, William M. W. Mong Engineering Building
The Chinese University of Hong Kong, Shatin, Hong Kong

Email: liuyf (at) se.cuhk.edu.hk

You can find my C.V. here.

Biography

Currently, I am final-year Ph.D. student in the department of SEEM in CUHK, under the supervision of Prof. Hong Cheng. Before joining CUHK, I obtained my Bachelor and Master degree both in Computer Science and from Xidian University, in 2011 and 2014 respectively. As a postgraduate student in Xidian University, I was nicely supervised by Prof. Jiangtao Cui and Prof. Hui Li.

Research Interests

Publications

  1. Yingfan Liu, Hao Wei, Hong Cheng.
    Exploiting Lower Bounds to Accelerate Approximate Nearest Neighbor Search on High-Dimensional Data
    Accepted by Information Sciences 2018

  2. Yanguo Peng, Hui Li, Jiangtao Cui, Jianfeng Ma, Yingfan Liu.
    Towards Secure Approximate k-Nearest Neighbor Query over Encrypted High-dimensional Data
    Accepted by IEEE Acess 2018

  3. Yingfan Liu, Hong Cheng, Jiangtao Cui.
    PQBF: I/O-Efficient Approximate Nearest Neighbor Search by Product Quantization
    CIKM 2017

  4. Xiaokang Feng, Jiangtao Cui, Yingfan Liu, Hui Li.
    Effective optimizations of cluster-based nearest neighbor search in high-dimensional space
    Multimedia Systems 2017

  5. Yingfan Liu, Jiangtao Cui, Zi Huang, Hui Li and Heng Tao Shen.
    SK-LSH : An Efficient Index Structure for Approximate Nearest Neighbor Search
    VLDB 2014

  6. Jiangtao Cui, Zi Huang, Bo Wang and Yingfan Liu.
    Near-Optimal Partial Linear Scan for Nearest Neighbor Search in High-Dimensional Space
    DASFAA 2013

Teaching Assistant

Awards