An Tao Ph.D. Student, Tsinghua University Google Scholar • GitHub

About Me

I am a third year Ph.D. candidate in i-VisionGroup of the Department of Automation at Tsinghua University, advised by Prof. Jie Zhou and Prof. Jiwen Lu. Prior to joining Tsinghua, I got my B.Eng. from Southeast University.

My research focuses on 3D computer vision, mainly 3D scene understanding.

News

[2021.12.20] Our Dynamics-aware Attack is on arXiv!

[2021.11.19] I pass the Ph.D. qualifying exam and become a Ph.D. candidate!

[2020.12.18] Our SegGroup is on arXiv!

Selected Publications

Dynamics-aware Adversarial Attack of 3D Sparse Convolution Network An Tao, Yueqi Duan, He Wang, Ziyi Wu, Pengliang Ji, Haowen Sun, Jie Zhou, and Jiwen Lu Under Review [arXiv] [Code] We investigate the dynamics-aware adversarial attack problem in deep neural networks. The network architecture of 3D sparse convolution network is changed throughout the attack process.

SegGroup: Seg-Level Supervision for 3D Instance and Semantic Segmentation An Tao, Yueqi Duan, Yi Wei, Jiwen Lu, and Jie Zhou Under Review [arXiv] [Code] By fully taking the advantages of locations, we design a weakly supervised point cloud segmentation algorithm that only requires clicking on one point per instance to indicate its location for annotation.

>> Full Publication List

Education

Ph.D. Degree, Department of Automation, Tsinghua University, China. 2019.8 - Present

B.Eng. Degree, School of Information Science and Engineering, Southeast University, China. 2015.8 - 2019.6

Honors

•   Outstanding Graduate of Southeast University, 2019
•   Merit Student of Southeast University, 2016, 2017 & 2018
•   President Scholarship of Southeast University, 2016
•   Mayor's Award of Beijing in Technical Innovation, 2015
•   First Prize in the Awarding Program for Future Scientists, 2014

Academic Services

•   Conference Reviewer: CVPR 2021/2022, ECCV 2022, ICCV 2021, ICME 2021/2022

Miscellaneous Facts

I admire a famous quote from Zhang Zai: To set conscience for our world, to secure life and fortune for all people, to continue teachings of past sages, and to establish peace for all future generations.

Now I mainly focus on my research and work hard to publish more papers.

Contact

Email: ta19@mails.tsinghua.edu.cn Address: Room 624, Central Main building, Tsinghua University, Beijing