My name is Yao Qin (秦瑶). I am a fourth-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, computer vision and generative models. Recently, I am doing research on adversarial examples.
Autofocus Layer for Semantic Segmentation (Oral presentation, 4% acceptance rate)
Yao Qin, Konstantinos Kamnitsas, Siddharth Ancha, Jay Nanavati, Garrison Cottrell, Antonio Criminisi, Aditya Nori
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2018.
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.
Opinion Evolution in Open Community
Qiuhui Pan, Yao Qin, Yiqun Xu, Mengfei Tong, Mingfeng He
International Journal of Modern Physics C, 2016.