Qin Yang (杨琴)
I am a third year Ph.D. student at Shanghai Jiao Tong University. I am part of the MIN LAB, advised by Prof. Junni Zou and Prof. Hongkai Xiong. Prior to SJTU, I obtained my B.Eng. degree in Electronic and Information Engineering from University of Electronic Science and Technology of China (UESTC) in 2017.
RESEARCH INTEREST
- VR/360°/Point Cloud Vision
- Understanding to the Signals on Non-Euclidean Domains
- Graph Neural Network
- Deep Reinforcement Learning
Publications
Rotation Equivariant Graph Convolutional Network for Spherical Image Classification
Qin Yang, Chenglin Li, Wenrui Dai, Junni Zou, Guo-Jun Qi, Hongkai Xiong, “Rotation Equivariant Graph Convolutional Network for Spherical Image Classification”, IEEE Int’l Conf. Computer Vision and Pattern Recognition (CVPR 2020), Seattle, USA, June 2020.
Single and Sequential VIEWPORTS Prediction for 360-Degree Video Streaming
Qin Yang, Junni Zou, Kexin Tang, Chenglin Li, Hongkai Xiong, “Single and Sequential VIEWPORTS Prediction for 360-Degree Video Streaming”, IEEE Int’l Symposium on Circuits & Systems (ISCAS)
Probabilistic Tile Visibility-Based Server-Side Rate Adaptation for Adaptive 360-Degree Video Streaming
Junni Zou, Chenglin Li, Chengming Liu, Qin Yang, Hongkai Xiong, Eckehard Steinbach, “Probabilistic Tile Visibility-Based Server-Side Rate Adaptation for Adaptive 360-Degree Video Streaming”, accepted by IEEE Journal of Selected Topics in Signal Processing (JSTSP).
SERVER-SIDE RATE ADAPTATION FOR MULTI-USER 360-DEGREE VIDEO STREAMING
Chengming Liu, Nuowen Kan, Junni Zou, Qin Yang, Hongkai Xiong, "SERVER-SIDE RATE ADAPTATION FOR MULTI-USER 360-DEGREE VIDEO STREAMING",accepted by IEEE International Conference on Image Processing (ICIP).