i3-03-03
660 17664

LIU Lili

Lecturer (Educator Track)

  • Ph.D., Nanyang Technological University

Liu Lili received her Ph.D. degree from Nanyang Technological University, and her Master of Computer Science degree from Shanghai University. Before joining NUS, she worked as a Senior Research Scientist at Singapore Polytechnic and as a scientist in the Institute of High-Performance Computing, A*STAR. Her technical knowledge and experience lies in various areas, including Machine Learning, Computer Vision and Multi-Modal Learning. Her research interests are in the areas of deep learning, computer vision, multi-modal learning, text analysis and quantitative research.

RESEARCH AREAS

Artificial Intelligence
  • Computer Vision
Database
  • Social Media Analysis

RESEARCH INTERESTS

  • Machine learning

  • Computer Vision

  • Multi-modal Learning

RESEARCH PROJECTS

RESEARCH GROUPS

TEACHING INNOVATIONS

SELECTED PUBLICATIONS

  • Liu, Lili, et al. "Transfer learning on convolutional activation feature as applied to a building quality assessment robot." International Journal of Advanced Robotic Systems 14.3 (2017): 1729881417712620.
  • Liu, Lili, et al. "AI-facilitated coating corrosion assessment system for productivity enhancement." 2018 13th IEEE Conference on Industrial Electronics and Applications (ICIEA). IEEE, 2018.
  • Luo, Zhiqiang, et al. "“Left Arm Up!” Interactive Yoga Training in Virtual Environment." 2011 IEEE virtual reality conference. IEEE, 2011.
  • Liu, Lili, et al. "Interactive robots as social partner for communication care." 2014 IEEE International Conference on Robotics and Automation (ICRA). IEEE, 2014.
  • Liu, Lili, et al. "Automated construction quality assessment: A review." 2015 10th International Symposium on Mechatronics and its Applications (ISMA). IEEE, 2015.
  • Liu, Lili, et al. "CNN-based automatic coating inspection system." Advances in Science, Technology and Engineering Systems Journal 3.12 (2018): 469-478.
  • Liu, Lili, et al. "An integrated coating inspection system for marine and offshore corrosion management." 2018 15th International Conference on Control, Automation, Robotics and Vision (ICARCV). IEEE, 2018.
  • Liu, Lili, et al. "Deep learning for Coating Condition Assessment with Active perception." Proceedings of the 2019 3rd High Performance Computing and Cluster Technologies Conference. 2019.
  • Lili, Liu, et al. "AI-Based Behavioral Competency Assessment Tool to Enhance Navigational Safety." 2021 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME). IEEE, 2021.

AWARDS & HONOURS

MODULES TAUGHT