About Me

FullSizeRender

Hui Ding, PhD

Google Scholar / LinkedIn

I am an Applied Scientist at AWS AI Labs. I received my PhD at University of Maryland, College Park in 2020, advised by Professor Rama Chellappa. I received my Master degree from Shanghai Jiaotong University and Bachelor degree from Dalian University of Technology.  I worked at Waymo, Adobe Research, PARC, and Siemens Healthineers during my PhD.

I work on vision-language sequence modeling, computer vision and generative models.

Work Experience

1_b_al7C5p26tbZG4sy-CWqw

2020.06 –  Present:    Applied Scientist

 

—————————    Graduated    ————————

1200px-Waymo_logo.svg

2018.06 – 2018.08:   Software Engineer Intern

 

download

2018.02 – 2018.05:   Research Intern

 

1525408566853

2017.06 – 2017.08:   Research Intern

 

siemens-healthineers-logo

2016.05 – 2016.08:   Research Intern

 

download

2010.09 – 2013.03:   Research Assistant

 

Publications

pcl

Learning Self-Consistency for Deepfake Detection
Tianchen Zhao, Xiang Xu, Mingze Xu, Hui Ding, Yuanjun Xiong, and Wei Xia
International Conference on Computer Vision (ICCV), 2021. (Oral)

[paper]

 

vis_web

Occlusion-Adaptive Deep Network for Robust Facial Expression Recognition
Hui Ding, Peng Zhou and Rama Chellappa
International Joint Conference on Biometrics (IJCB), 2020. (Oral)

[paper]

 

vis_web

ExprGAN: Facial Expression Editing with Controllable Expression Intensity
Hui Ding, Kumar Sricharan and Rama Chellappa
Association for the Advancement of Artificial Intelligence (AAAI), 2018. (Oral)

[paper][code][model][slides]

 

big_pic_for_aaai

A Deep Cascade Network for Unaligned Face Attribute Classification
Hui Ding, Hao Zhou, Shaohua Kevin Zhou and Rama Chellappa
Association for the Advancement of Artificial Intelligence (AAAI), 2018. (Spotlight)

[paper]

 

crop_ck

FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognition
Hui Ding, Shaohua Kevin Zhou and Rama Chellappa,
IEEE International Conference on Automatic Face Gesture Recognition (FG), 2017.

[paper][model][poster]

Hui Ding, Chen He, and Lingge Jiang, “Performance Analysis of Fixed Gain MIMO Relay Systems in the Presence of Co-Channel Interference”, IEEE Commun. Lett., vol. 16, no. 7, pp. 1133-1136, Jul. 2012.

Hui Ding, Chen He, and Lingge Jiang, “Performance of Multi-antenna Systems with Fixed Gain AF Relay in the Presence of Co-Channel Interference”, 2012 IEEE International Conference on Communications (ICC), pp. 5538-6642.

Ph.D. Thesis

“Facial Expression Recognition and Editing with Limited Data”, May 2020, University of Maryland, College Park.

[presentation]

Service

  • Journal Reviewer: TPAMI, IJCV, TIP, TMM
  • Conference Reviewer: CVPR, ICCV, ECCV