Liu Rui
Education
- School of Computing, National University of Singapore, Singapore
- M.Comp. (AI Spec.), Aug 2019 ~ Jan 2021, GPA: 4.42/5.00
- Exchange (NGNE), Jan 2019 ~ May 2019
- Summer Workshop, July 2018 ~ Aug 2018
- School of Information Science and Engineering, Shandong Normal
University, China
- B.Sc., Sept 2015 ~ July 2019, GPA: 4.21/5.00
Publications
- Isconna: Streaming Anomaly Detection with Frequency and Patterns
- Rui Liu, Siddharth Bhatia, Bryan Hooi
- Available on arXiv
- [Paper] 5 citations [Code] 6 stars
- Real-Time Anomaly Detection in Edge Streams
- Siddharth Bhatia, Rui Liu, Bryan Hooi, Minji Yoon,
Kijung Shin, and Christos Faloutsos
- ACM Transactions on Knowledge Discovery from Data (TKDD), 2021
- [Paper] 24 citations [Code] 776 stars
- SSMF: Shifting Seasonal Matrix Factorization
- Koki Kawabata, Siddharth Bhatia, Rui Liu, Mohit
Wadhwa, Bryan Hooi
- Advances in Neural Information Processing Systems 34 pre-proceedings
(NeurIPS), 2021
- [Paper]
12 citations [Code] 15 stars
- Shared-Nearest-Neighbor-Based Clustering by Fast Search and Find of
Density Peaks
- Rui Liu, Hong Wang, and Xiaomei Yu
- Information Sciences, 2018
- [Paper]
421 citations [Code] 54 stars
- General Method of Forum Information Extraction
- Rui Liu, Wentao Tan, Yuanbin Fu, and Hong Wang
- Journal of Chinese Computer Systems, 2018
- [Paper]
- 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
- [Paper]
6 citations
- Honeycomb Toll Plaza
- Jiahua Zhang, Yang Liu, and Rui Liu (equal
contribution)
- UMAP Journal, 2017
- [Paper]
- A Forum Body Extraction Method and Apparatus Based on Vocabulary
Critical Degree
- Hong Wang, Rui Liu
- Patent, CN107403002A
- [Detail]
- A Forum Page Clustering Method and Apparatus Based on Website
Structures
- Hong Wang, Rui Liu
- Patent, CN107402998A
- [Detail]
Awards
- 1st Prize, 14th NUS SoC STePS, 2019
- China National Scholarship, 2017
- Outstanding Winner, Mathematical Contest in Modeling (MCM), 2017,
[13/8843 worldwide]
- Frank Giordano Award, Mathematical Contest in Modeling (MCM), 2017,
[1/8843 worldwide]
- 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
Work Experience
- SIA-NUS Digital Aviation Corp Lab
- Research Assistant
- Data analysis and implement fatigue prediction framework for pilots
and cabin crews
- Jan 2024 - current
- National University of Singapore
- Singapore Data Science Consortium
- Research Associate
- Implement high-performance database sort-merge join algorithms in
C
- Jan 2023 ~ Dec 2023
- National University of Singapore
- Exploratory Study for the Development of an Innovative Virtual
Reality Therapy for Patients in Rehabilitation
- Research Assistant
- Design immersive VR experience for amnesia patients
- Oct 2021 ~ Dec 2022
- National University of Singapore
Projects & Programs
- StareDown [Homepage]
- A VR FPS game written in C# and Unity.
- 1st prize in the 14th NUS SoC STePS (Module CS3247).
- Ripple Runner
- A 2D rhythm game implemented with JavaScript and WebGL.
- A remastering of a Flash game with the same title.
- Written in 10 days during 2018 NUS SoC Summer Workshop.
- Training for ACM-ICPC (Dec 2015 ~ Oct 2016)
Teaching Experience
- Interaction Design for Virtual and Augmented Reality
- Teaching assistant
- AY2019/2020 Sem. 2
- National University of Singapore
- Immersive VR Experience Development
- Teaching assistant
- 2019 Summer Workshop
- National University of Singapore
- Professional English
- Teaching assistant
- AY2017/2018 Sem. 1
- Shandong Normal University