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 and text-to-image generation with diffusion models.
Work Experience
2020.06 – Present: Applied Scientist
————————— Graduated ————————
2018.06 – 2018.08: Software Engineer Intern
2018.02 – 2018.05: Research Intern
2017.06 – 2017.08: Research Intern
2016.05 – 2016.08: Research Intern
Publications
PolyFormer: Referring Image Segmentation as Sequential Polygon Generation
Jiang Liu*, Hui Ding*, Zhaowei Cai, Yuting Zhang, Ravi Kumar Satzoda, Vijay Mahadevan, R. Manmatha, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023. (* Equal Contribution)
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]
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]
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]
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]
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
Service
- Journal Reviewer: TPAMI, IJCV, TIP, TMM
- Conference Reviewer: CVPR, ICCV, ECCV