Qin Yang (杨琴)

I am a fifth 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.
I am now a visiting Ph. D. student of LTS4 lab at École Polytechnique Fédérale de Lausanne (EPFL) and was co-advised by Prof. Pascal Frossard .

RESEARCH INTEREST

VR/360°/Point Cloud Vision
Understanding to the Signals on Non-Euclidean Domains
Graph Neural Network

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.

SalGCN: Saliency Prediction for 360-Degree Images Based on Spherical Graph Convolutional Networks

Haoran Lv, Qin Yang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong, “SalGCN Saliency Prediction for 360-Degree Images Based on Spherical Graph Convolutional Networks”, ACM International Conference on Multimedia (ACMM’2020), Seattle, USA, Oct. 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’2019), Sapporo, Japan, May 2019.

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, 2019.

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-18), 2018.