Yinpeng Dong  

Postdoctoral Researcher

Room 1-509, FIT Building
Dept. of Computer Science and Technology
Tsinghua University
Beijing, China, 100084

Email: dongyinpeng@mail.tsinghua.edu.cn; dongyinpeng@gmail.com
Github: dongyp13
[Curriculum Vitae] [Google Scholar]

Biography

I am a postdoctoral researcher in the Department of Computer Science and Technology, Tsinghua University, collaborated with Prof. Jun Zhu. I am also a research scientist at RealAI. Before that, I received my B.E. and Ph. D. degrees from the Department of Computer Science and Technology, Tsinghua University in July, 2017 and January, 2022.

I was a visiting student from June, 2016 to September, 2016 in the Robotics Institute, Carnegie Mellon University, advised by Prof. Fernando De la Torre. I was a research intern in 2017 at Intel Labs China, collaborating with Dr. Jianguo Li. I was a research intern from July, 2018 to September, 2018 at Tencent AI Lab. I was an intern under the NVAIL program of NVIDIA from 2017 to 2020.

My research interests are primarily on machine learning, deep learning, and their applications in computer vision. Recently, I work on adversarial robustness of deep learning. My research is supported by the Shuimu Tsinghua Scholar Program and the national Postdoctoral Innovative Talents Support Program.

News

Publications

2022

2021

2020

2019

2018

2017

2016

Services

Organizer for:
ECCV 2022 Workshop on Adversarial Robustness in the Real World
AAAI 2022 Workshop on Adversarial Machine Learning and Beyond
ICML 2021 Workshop on A Blessing in Disguise: The Prospects and Perils of Adversarial Machine Learning
ICCV 2021 Workshop on Adversarial Robustness in the Real World
CVPR 2021 Workshop on Adversarial Machine Learning in Real-World Computer Vision Systems and Online Challenges (AML-CV)

Reviewer for:
TPAMI 2019, 2020, 2021, 2022
IJCV 2021, 2022
TIP 2019, 2020, 2021
TNNLS 2019, 2020
NeurIPS 2016, 2019, 2020, 2021, 2022
ICML 2019, 2021, 2022
CVPR 2019, 2020, 2021, 2022
ICLR 2020, 2021, 2022
ICCV 2019, 2021
ECCV 2020
AAAI 2019, 2020, 2021
IJCAI 2019, 2020

Competitions

Honors & Awards

Teaching

2019 spring, Head TA in Statistical Machine Learning, instructed by Prof. Jun Zhu Last update: June 2022 by Yinpeng Dong