I am an assistant professor of computer science in the School of Computing and Information Systems, Singapore Management University (SMU). Here is my faculty profile. From 2018 to 2019, I was a research fellow working with Prof. Tat-Seng Chua at the National University of Singapore and Prof.Dr. Bernt Schiele at the MPI for Informatics. From 2016 to 2018, I held the Lise Meitner Award Fellowship and worked with Prof.Dr. Bernt Schiele and Prof. Dr. Mario Fritz at the MPI for Informatics. I got my Ph.D. degree from Peking University in 2016 and my thesis was advised by Prof. Hong Liu. In 2014, I was a visiting student advised by Prof. Tatsuya Harada at the University of Tokyo. My research interests are computer vision and machine learning that aim to develop efficient algorithms and systems for visual understanding.qianrusun AT smu DOT edu DOT sg
Learning to teach and learn for semi-supervised few-shot image classification
Xinzhe Li, Jianqiang Huang, Yaoyao Liu, Shibao Zheng, Bernt Schiele, Qianru Sun
Computer Vision and Image Understanding (CVIU), Vol 212, Nov 2021.
Mixed Dish Recognition with Contextual Relation and Domain Alignment
Lixi Deng, Jingjing Chen, Chong-Wah Ngo, Qianru Sun, Sheng Tang, Yongdong Zhang, Tat-Seng Chua
IEEE Transactions on Multimedia, 2021.
Meta-Transfer Learning through Hard Tasks
Qianru Sun, Yaoyao Liu, Zhaozheng Chen, Tat-Seng Chua, Bernt Schiele
IEEE Transactions on Pattern Analysis and Machine Intelligence, 21 Aug 2020.
Online Growing Neural Gas for Anomaly Detection in Changing Surveillance Scenes
Qianru Sun, Hong Liu, Tatsuya Harada
Pattern Recognition. April 2017, Volume 64, Pages 187-201.