Pengxiang Yan

M.S. Candidate in Computer Science and Technology

Sun Yat-sen University

Biography

I am currently a second-year M.S. candidate in School of Data and Computer Science, Sun Yat-sen University. I am working at Human Cyber Physical Intelligence Integration Lab under the supervision of Prof. Guanbin Li and Prof. Liang Lin. Before that, I received the B.E. degree in software engineering from Sun Yat-sen University in 2018. Roughly, my research interests include deep learning and computer vision.

Interests

Deep Learning
Computer Vision
Image & Video Saliency Detection
Video Object Segmentation
Referring Image Segmentation

Education

M.S. in Computer Science and Technology
2018.8 - 2021.6, Sun Yat-sen University
Exchange Student in Computer Science
2016.9 - 2017.1, National Tsing Hua University
B.E. in Software Engineering
2014.8 - 2018.6, Sun Yat-sen University

Publications

Semi-Supervised Video Salient Object Detection Using Pseudo-Labels

The IEEE International Conference on Computer Vision (ICCV), 2019. [CCF A]

Pengxiang Yan, Guanbin Li, Yuan Xie, Zhen Li, Chuan Wang, Tianshui Chen, Liang Lin

PDF Code Project CVF Open Access

Experience

Summer Intern

Huawei Technologies Co., Ltd

Jul 2017 – Sep 2017 Shenzhen, China

2012 Lab, BIOS Team. Language: C/C++.

Honors

The First Prize Graduate Scholarship of Sun Yat-sen Unversity

Top 10% Sep 2018 – Sep 2020

Kaggle: Carvana Image Masking Challenge

Top 5%, Rank ³³⁄₇₃₅ (Silver) Aug 2017 – Oct 2017

Undergraduate National Scholarship

Top 1% Sep 2016 – Sep 2017

The First Prize Undergraduate Scholarship of Sun Yat-sen Unversity

Top 5% Sep 2016 – Sep 2017

The Second Prize of China Undergraduate Mathematical Contest in Modeling

Top 5% Aug 2016

Honorable Mention of American Mathematical Contest in Modeling

Top 20% Jan 2016

Skills

Program Language

Python, C/C++, MATLAB

Deep Learning Tools

PyTorch, MXNet, Caffe

English Level

CET6 529