Rui LIU
Graduate Student
School of Computing, National University of Singapore
Computing 1, 13 Computing Drive, Singapore 117417
Email:
Education
- School of Computing, National University of Singapore
- Master of Computing, Aug 2019 ~ Present
- Exchange, Jan 2019 ~ May 2019. Transcript
- Summer workshop, July 11, 2018 ~ Aug 2, 2018. Transcript
- School of Information Science and Engineering, Shandong Normal University
- Bachelor of Science, Sept 2015 ~ July 2019. Transcript
Research Experience
- Supervisor: Dr. Kok-Lim Low, 2019 ~ Present
- Learned real-time screen-space rendering techniques, e.g. screen-space ambient occlusion and screen-space reflection
- Mainly use C++ and C#, can implement rendering effects with OpenGL (OpenTK) and GLSL shading language.
- Supervisor: Prof. Hong Wang, 2017 ~ 2019
- Led research projects of density-peak-based clustering algorithm, deep neural network design and application
- Mainly use MATLAB, Python, can implement and optimize network structure with TensorFlow, PyTorch and Keras
- Published 2 journal articles and 1 patent
- Supervisor: Dr. Jia Cui, 2016 ~ 2017
- Helped with the research of image retargeting and image segmentation
- Co-authored 1 conference article
Publications (Google Scholar)
- Shared-Nearest-Neighbor-Based Clustering by Fast Search and Find of Density Peaks
- Rui Liu, Hong Wang, and Xiaomei Yu
- Information Sciences (IF: 5.524), 2018
- MATLAB code on https://github.com/liurui39660/SnnDpc
- General Method of Forum Information Extraction
- Rui Liu, Wentao Tan, Yuanbin Fu, and Hong Wang
- Journal of Chinese Computer Systems, 2018
- Contour Sensitive Saliency and Depth Application in Image Retargeting
- Hongju Lu, Pengfei Yue, Yanhui Zhao, Rui Liu, Yuanbin Fu, Yuanjie Zheng, and Jia Cui
- International Conference on Graphic and Image Processing (ICGIP), 2018
- Honeycomb Toll Plaza
- Jiahua Zhang, Yang Liu, and Rui Liu (equal contribution)
- UMAP Journal, 2017
- Vocabulary Criticality-Based Network Forum Text Extraction Method and Device
- Hong Wang, Rui Liu
- Patent, CN201710601539.6, under review
- Internet Forum Page Clustering Method Based on Website Structure and Equipment
- Hong Wang, Rui Liu
- Patent, CN201710598015.6, under review
Projects & Programs
- StareDown (homepage)
- A VR FPS game written by C# and Unity.
- Worked with 4 other teammates, wrote all AI scripts, also provided help for other mechanical scripts.
- Won the 1st prize in the 14th NUS STePS (Module CS3247).
- Ripple Runner (play online)
- A 2D rhythm game implemented with JavaScript and WebGL.
- A re-implementation of a Flash game with the same title.
- Written in 10 days during 2018 NUS SoC Summer Workshop.
- The only author, created all assets except for the music.
- Training for ACM-ICPC (Dec 2015 ~ Oct 2016)
Awards
- 1st Prize, 14th NUS STePS (StareDown in CS3247), 2019
- China National Scholarship, 2017
- Outstanding Winner (13/8843 worldwide), Mathematical Contest in Modeling (MCM), 2017
- Frank Giordano Award (1/8843 worldwide), Mathematical Contest in Modeling (MCM), 2017
- Bronze Medal, Shandong College Students’ “Internet+” Innovation and Entrepreneurship Competition, 2017
- 2nd Prize, Asia-Pacific Mathematical Contest in Modeling, 2016
- 3rd Prize, Shandong College Student Mathematics Competition, 2016
Teaching Experience
- Immersive VR Experience Development. Teaching Assistant, 2019 NUS SoC Summer Workshop
- Professional English. Teaching Assistant, AY2017/2018 Sem. 1
Services
- Invited reviewer for Information Sciences
- Invited reviewer for Journal of Artificial Intelligence and Soft Computing Research
- Invited reviewer for Journal of Experimental and Theoretical Artificial Intelligence