Yongqi ZHANG (张永祺)

PhD candidate (since Fall 2015)

Department of Computer Science and Engineering

Hong Kong University of Science and Technology

 

Email: YZHANGEE at cse.ust.hk    Github: yzhangee 

About Me

I am currently a PhD candidate in Department of Computer Science and Engineering, the Hong Kong University of Science and Technology, supervised by Prof. Lei Chen. I obtained my B.S. degree from Department of Computer Science and Technology, Shanghai Jiao Tong University in 2015.

Research Interest

-       Knowledge Graph Embedding

-       Automated Machine Learning

-       Deep Learning

Preprints

-       AutoKGE: Searching Scoring Functions for Knowledge Graph Embedding. arXiv 1904.11682

Yongqi Zhang, Quanming Yao, Wenyuan Dai, Lei Chen.    [paper]

-       Simple and Automated Negative Sampling for Knowledge Graph Embedding.

Yongqi Zhang, Quanming Yao, Lei Chen.

-       XOGAN: One-to-Many Unsupervised Image-to-Image Translation. arXiv 1805.07277

Yongqi Zhang.    [paper]

Publications

-       NSCaching: Simple and Efficient Negative Sampling for Knowledge Graph Embedding. ICDE 2019

Yongqi Zhang, Quanming Yao, Yingxia Shao, Lei Chen.    [paper] [code]

-       Transfer Components Between Subjects for EEG-based Driving Fatigue Detection. ICONIP 2015

   Yongqi Zhang, Weilong Zheng, Baoliang Lv.    [paper]

Awards

-       HKPFS Research Travel Grant: ICDE2019

-       Student Travel Award: ICDE2019

-       Hong Kong Postgraduate Fellowship: 2015-2019

-       Academic Excellence Scholarship from SJTU (top 5%) in 2013 and 2014

-       Scholarship for Excellent Student Study Abroad from SJTU in 2013

-       Frist Class Academic Excellent Scholarship from SJTU (top 1%) in 2012

-       National Scholarship (top 1%) in 2012

Other Experience

-       Internship at research group at 4Paradigm, Spring 2019

-       Journal review of TKDE, 2019

-       Teaching assistant of Data Mining (COMP 4331), Fall 2018

-       Teaching assistant of Machine Learning (COMP 4211), Spring 2018