About Me

My name is Tian Guiyu(田贵宇). I am currently a second-year master student at Peking University, supervised by Prof. Yadong Mu. I obtained B.S. degree from EECS, Peking University in 2019.
My research interests lie in Backdoor Attack, Video Understanding and Zero Shot Learning.

Education

M.S. in Center for Data Science, Peking University, 2019 - 2022.
B.S. in Department of Computer Science and Technology, Peking University, 2015 -2019.

Publication

Guiyu Tian, Wenhao Jiang, Wei Liu, Yadong Mu
Poisoning MorphNet for Clean-Label Backdoor Attack to Point Clouds,
arXiv preprint 2105.04839.

Guiyu Tian, Shuai Wang, Jie Feng, Li Zhou, Yadong Mu
Cap2Seg: Inferring Semantic and Spatial Context from Captions for Zero-Shot Image Segmentation,[pdf]
ACM International Conference on Multimedia (ACMMM) 2020

Yongzhi Li, Lu Chi, Guiyu Tian, Yadong Mu, Shen Ge, Zhi Qiao, Xian Wu, Wei Fan
Spectrally-Enforced Global Receptive Field for Contextual Medical Image Segmentation and Classification,[pdf]
IEEE International Conference on Multimedia and Expo (ICME) 2020

Lu Chi, Guiyu Tian, Yadong Mu, Lingxi Xie, Qi Tian
Fast Non-Local Neural Networks with Spectral Residual Learning,[pdf]
ACM International Conference on Multimedia (ACMMM) 2019

Lu Chi, Guiyu Tian, Yadong Mu, Qi Tian
Two-Stream Video Classification with Cross-Modality Attention,[pdf]
ICCV Workshops 2019

Experience

Bytedance AI-Lab, Visual Computing Group, Research Intern
June 2021 - September 2021

Tencent Medical AI Lab, Research Intern
June 2018 - October 2018

Award

2020-2021, Outstanding Student, Wangxuan Institute of Computer Science.
2019-2020, Samsung Scholarship, Peking University.
2016-2017, Excellent Research Award, Peking University.