Ray's Blog

Ray, Jiarui Chen

@Faculty of Science and Technology, University of Macau

mage-right

I am Jiarui Chen, currently a graduate student majoring in Computer Science at the University of Macau. My current research works are mainly about Machine Learning Techniques (Convolutional Neural Network, Graph Convolutional Neural Network, etc.) and its Bioinformatics Applications (Drug Virtual Screening, Toxicity Prediction, Anti-cancer Peptide Activity Prediction, etc.)

Contact

Website: http://raychen.moe
GitHub : Ray_78516

Location

University of Macau, Avenida da Universidade
Taipa, Macau, China

Education

@ University of Macau

Aug.2018 — Present
Computer Science, Master (3.8/4.0 GPA)
Core Disciplines:
  • CISC7013 - PRINCIPLES AND APPLICATIONS OF ARTIFICIAL INTELLIGENCE
  • CISC7018 - ADVANCES IN PATTERN RECOGNITION
  • CISC7025 - STRUCTURAL BIOINFORMATICS
  • CISC7021 - APPLIED NATURAL LANGUAGE PROCESSING

@ Northwestern Polytechnical University MingDe College

Sept.2013 — Jul.2017
Computer Science & Technology, Bachelor (3.5/4.0 GPA)
Core Disciplines:
  • C & Java Programming
  • Data Structure
  • Operating System
  • Compilers Principles
  • Digital Circuits and Logic Programming
  • Principle of Computer Composition
  • Linear Algebra
  • Discrete Mathematics
  • Principles of Database and Application

Awards

Outstanding Graduates

Jun.2017
by Northwestern Polytechnical University MingDe College

National Scholarship

Nov.2016
by Ministry of Education of the People's Republic of China

Outstanding Student Leader

Nov.2016
by Northwestern Polytechnical University MingDe College

Top-class scholarship

Nov.2016 and Nov.2015
by Northwestern Polytechnical University MingDe College

Publications

BESTox: A Convolutional Neural Network Regression Model Based on Binary-Encoded SMILES for Acute Oral Toxicity Prediction of Chemical Compounds

Jiarui Chen, H.H. Cheong and Shirley W. I. Siu*
2020
AlCoB 2020
DOI: https://doi.org/10.1007/978-3-030-42266-0_12

Machine Learning Approaches for Quality Assessment of Protein Structures

Jiarui Chen and Shirley W. I. Siu*
2020
Biomolecules, JCR Q2
DOI: https://doi.org/10.3390/biom10040626

Programing Skills

Programing Languages:


Python, Java, C, and MATLAB

Programing Tools:


MATLAB, PyCharm, MATLAB, and Eclipse

Machine Learning Tools:


Pytorch, TensorFlow, Scikit-learn, and OpenCV

Languages

Chinese (Mandarin)

Native speaker

English

IELTS 6.5 (L:7.0 R:6.5 S:6.0 W:5.5) update: 12/26/2020