Yao Qin

CSE PhD student @ UCSD

My name is Yao Qin (秦瑶). I am a third-year Ph.D. student in the CSE Department at UC San Diego, advised by Prof. Garrison W. Cottrell . Before joining in UCSD, I got my bachelor degree from Dalian University of Technology, working on saliency detection with Prof. Huchuan Lu. My research interests are machine learning and computer vision. Recently, I am doing research on semantic segmentation.

NEWS!
  • Dec. 2017: Our paper on saliency detection is accepted to IJCV 2017.
  • Jun. 2017: I work as a research intern at MSR, Cambridge, UK, advised by Antonio Criminisi and Aditya Nori.
  • Apr. 2017: Our paper on time series prediction is accepted to IJCAI 2017.
  • Jun. 2016: I work as a research intern at NEC Lab, New Jersey, advised by Haifeng Chen and Dongjin Song.

Publications

Hierarchical Cellular Automata for Visual Saliency
Yao Qin*, Mengyang Feng*, Huchuan Lu, Garrison Cottrell
Accepted by International Journal of Computer Vision (IJCV), 2017.
[PDF][Code]

A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction
Yao Qin, Dongjin Song, Haifeng Chen, Wei Cheng, Guofei Jiang, Garrison Cottrell
International Joint Conference on Artificial Intelligence (IJCAI), 2017.
[PDF][Data]

Opinion Evolution in Open Community
Qiuhui Pan, Yao Qin, Yiqun Xu, Mengfei Tong, Mingfeng He
International Journal of Modern Physics C, 2016.
[PDF]

Saliency Detection via Cellular Automata
Yao Qin, Huchuan Lu , Yiqun Xu, He Wang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.
[PDF][Code][中文版]

Contacts