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About

Quan Zheng (郑权) is an Associate Professor at Institute of Software, Chinese Academy of Sciences (new page). Prior to that, he spent two precious years at Max Planck Institute for Informatics in Germany working with Prof. Gurprit Singh and Prof. Hans-Peter Seidel. Before that he was a postdoc at University of Maryland, College Park in the USA, supervised by Prof. Matthias Zwicker. He obtained the Ph.D. in Computer Science from University of Chinese Academy of Sciences. His research is at the intersection of computer graphics and machine learning, with broad research interest in rendering, sampling, computational imaging, computational photography, etc.

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Featured Publications

Full publications list

Neural Invertible Variable-degree Optical Aberrations Correction

Shuang Cui, Bingnan Wang, Quan Zheng *

Optics Express, vol. 31, no. 9, 2023

Paper Publisher

Physics Informed Neural Fields for Smoke Reconstruction with Sparse Data

Mengyu Chu, Lingjie Liu, Quan Zheng, Erik Franz, Hans-Peter Seidel, Christian Theobalt, Rhaleb Zayer

ACM Transactions on Graphics, vol. 41, no. 4, 2022 (SIGGRAPH 2022)

Paper Publisher

Neural Relightable Participating Media Rendering

Quan Zheng, Gurprit Singh, Hans-Peter Seidel

Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021)

Project Paper Supplementary Publisher

Neural Light Field 3D Printing

Quan Zheng, Vahid Babaei, Gordon Wetzstein, Hans-Peter Seidel, Matthias Zwicker, Gurprit Singh

ACM Transactions on Graphics, vol. 39, no. 6, 2020 (SIGGRAPH Asia 2020)

Project Paper Supplementary Publisher

Real-time Monte Carlo Denoising with the Neural Bilateral Grid

Xiaoxu Meng, Quan Zheng, Amitabh Varshney, Gurprit Singh, Matthias Zwicker

Thirty-first Eurographics Symposium on Rendering, 2020 (EGSR 2020)

Project Paper Supplementary Publisher Code

Learning to importance sample in primary sample space

Quan Zheng, Matthias Zwicker

Computer Graphics Forum, vol. 38, no. 2, 2019 (Eurographics 2019)

Project Paper Supplementary Publisher Code

Removing Monte Carlo Noise Using a Sobel Operator and a Guided Image Filter

Yu Liu, Changwen Zheng, Quan Zheng, Hongliang Yuan

The Visual Computer, vol. 34, no. 4, 2018

Paper Publisher

NeuroLens: data-driven camera lens simulation using neural networks

Quan Zheng, Changwen Zheng

Computer Graphics Forum, vol. 36, no. 8, 2017 (Eurographics 2017)

Paper Publisher

Adaptive sparse polynomial regression for camera lens simulation

Quan Zheng, Changwen Zheng

The Visual Computer, vol. 33, no. 6, 2017 (Computer Graphics International 2017)

Paper Supplementary Publisher

Visual importance-based adaptive photon tracing

Quan Zheng, Changwen Zheng

The Visual Computer, vol. 31, no. 6, 2015 (Computer Graphics International 2015)

Paper Publisher

Academic service

Served as a Reviewer for conferences:
- Siggraph, Siggraph Asia, Eurographics, GRAPP, AAAI.
Served as a Reviewer for journals:
- Computer & Graphics, Visual Computer, Journal of Computer Graphics Techniques, Journal of Computer Science and Technology.