Nianyi Li

Assistant Professor, Clemson University

Joined

September 2022

Names

Nianyi Li (Preferred)

Emails

****@gmail.com (Confirmed)

****@clemson.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Clemson University (clemson.edu)

2021 – Present

Postdoc

Louisiana State University (lsu.edu)

2019 – 2021

Postdoc

Duke University (duke.edu)

2017 – 2019

PhD student

University of Delaware (udel.edu)

2013 – 2017

Advisors, Relations & Conflicts

Postdoc Advisor

Jinwei Ye

2019 – 2021

Postdoc Advisor

Maciej Mazurowski

2017 – 2019

PhD Advisor

Jingyi Yu

2013 – 2017

Expertise

Physics-informed Deep Learning

2019 – Present

Medical Image Processing

2017 – Present

3D Reconstruction

2014 – Present

Computational Photography

2013 – Present

3D Vision

2013 – Present

deep learning

2015 – 2021

computational photography

2013 – 2021

Publications

Free-view Face Relighting using a Hybrid Parametric Neural Model on a SMALL-OLAT Dataset
Youjia Wang, Kai He, Taotao Zhou, Kaixin Yao, Nianyi Li, Lan Xu, Jingyi Yu
- OpenReview Archive Direct Upload
- Readers: Everyone
Learning To Remove Refractive Distortions From Underwater Images
Simron Thapa, Nianyi Li, Jinwei Ye
- 14 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Unsupervised non-rigid image distortion removal via grid deformation
Nianyi Li, Simron Thapa, Suren Jayasuriya, Jinwei Ye
- 14 Nov 2022 (modified: 14 Nov 2022)
- OpenReview Archive Direct Upload
- Readers: Everyone
Deep learning-based algorithm for assessment of knee osteoarthritis severity in radiographs matches performance of radiologists
Albert Swiecicki, Nianyi Li, Jonathan O'Donnell, Nicholas Said, Jichen Yang, Richard C. Mather, William A. Jiranek, Maciej A. Mazurowski
- 2022 (modified: 14 Sept 2022)
- CoRR 2022
- Readers: Everyone
NIMBLE: A Non-rigid Hand Model with Bones and Muscles
Yuwei Li, Longwen Zhang, Zesong Qiu, Yingwenqi Jiang, Yuyao Zhang, Nianyi Li, Yuexin Ma, Lan Xu, Jingyi Yu
- 2022 (modified: 14 Sept 2022)
- CoRR 2022
- Readers: Everyone
NIMBLE: a non-rigid hand model with bones and muscles
Yuwei Li, Longwen Zhang, Zesong Qiu, Yingwenqi Jiang, Nianyi Li, Yuexin Ma, Yuyao Zhang, Lan Xu, Jingyi Yu
- 2022 (modified: 14 Sept 2022)
- ACM Trans. Graph. 2022
- Readers: Everyone
Unsupervised Non-Rigid Image Distortion Removal via Grid Deformation
Nianyi Li, Simron Thapa, Cameron Whyte, Albert Reed, Suren Jayasuriya, Jinwei Ye
- 2021 (modified: 14 Sept 2022)
- ICCV 2021
- Readers: Everyone
Deep learning-based algorithm for assessment of knee osteoarthritis severity in radiographs matches performance of radiologists
Albert Swiecicki, Nianyi Li, Jonathan O'Donnell, Nicholas Said, Jichen Yang, Richard C. Mather, William A. Jiranek, Maciej A. Mazurowski
- 2021 (modified: 14 Sept 2022)
- Comput. Biol. Medicine 2021
- Readers: Everyone
Learning to Remove Refractive Distortions from Underwater Images
Simron Thapa, Nianyi Li, Jinwei Ye
- 2021 (modified: 14 Sept 2022)
- ICCV 2021
- Readers: Everyone
Detection of masses and architectural distortions in digital breast tomosynthesis: a publicly available dataset of 5, 060 patients and a deep learning model
Mateusz Buda, Ashirbani Saha, Ruth Walsh, Sujata V. Ghate, Nianyi Li, Albert Swiecicki, Joseph Y. Lo, Maciej A. Mazurowski
- 2020 (modified: 14 Sept 2022)
- CoRR 2020
- Readers: Everyone

View all 26 publications

Co-Authors

View all 51 co-authors