congli.wang@berkeley.edu

I am a Postdoctoral Researcher at UC Berkeley, affiliated with the Berkeley Artificial Intelligence Research (BAIR) Lab. I am working closely with Prof. Ren Ng and Prof. Austin Roorda.

I received my PhD at KAUST with Prof. Wolfgang Heidrich. I work on experimental optical setups and various numerical algorithms for solving inverse problems. I was a visiting undergrad at the Martinos Center in 2015, hosted by Dr. Jonghwan Lee.

Research Interests

I do research in the field of computational imaging. Specific topics are:

  • Wavefront sensing
  • Adaptive optics
  • Differentiable optical design & metrology
  • Digital holography

Education

  • 2017/01 - 2021/06: Ph.D. in Electrical & Computer Engineering, KAUST, Saudi Arabia
  • 2015/08 - 2016/12: M.Sc. in Electrical & Computer Engineering, KAUST, Saudi Arabia
  • 2011/09 - 2015/07: B.Eng. in Electrical Engineering, Tianjin University, P.R. China

Services

I serve regularly as a reviewer for conferences/journals in graphics, computer vision, and optics:

  • SIGGRAPH, SIGGRAPH Asia
  • CVPR, ICCV, ECCV, and IEEE Transactions on Pattern Analysis and Machine Intelligence
  • Optics Letters, Optics Express, Applied Optics, OSA Continuum, Optics Communications, Measurement, IEEE Photonics Technology Letters, Journal of the Society for Information Display, and Acta Optica Sinica

Publications

Towards self-calibrated lens metrology by differentiable refractive deflectometry

Congli Wang, Ni Chen, Wolfgang Heidrich
OSA Optics Express 2021
project page

End-to-end complex lens design with differentiable ray-tracing

Qilin Sun, Congli Wang, Qiang Fu, Xiong Dun, Wolfgang Heidrich
ACM Transactions on Graphics (Proceedings of SIGGRAPH 2021)
project page

Snapshot space-time holographic three-dimensional particle tracking velocimetry

Ni Chen*, Congli Wang*, Wolfgang Heidrich (*equal contribution)
Laser & Photonics Reviews 2021
project page

Holographic 3D particle imaging with model-based network

Ni Chen, Congli Wang, Wolfgang Heidrich
IEEE Transactions on Computational Imaging 2021
project page

TomoFluid: Reconstructing dynamic fluid from sparse view videos

Guangming Zang, Ramzi Idoughi, Congli Wang, Anthony Bennett, Jianguo Du, Scott Skeen, William Roberts, Peter Wonka, Wolfgang Heidrich
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2020)
project page

Modeling classical wavefront sensors

Congli Wang, Qiang Fu, Xiong Dun, Wolfgang Heidrich
OSA Optics Express 2020 (oral at COSI 2019)
project page

Polarization demosaicking for monochrome and color
polarization focal plane arrays

Simeng Qiu, Qiang Fu, Congli Wang, Wolfgang Heidrich
International Symposium on Vision, Modeling and Visualization (VMV 2019)
project page

Quantitative phase and intensity microscopy using
snapshot white light wavefront sensing

Congli Wang, Qiang Fu, Xiong Dun, Wolfgang Heidrich
Scientific Reports 2019
project page

Megapixel adaptive optics:
Towards correcting large-scale distortions in computational cameras

Congli Wang, Qiang Fu, Xiong Dun, Wolfgang Heidrich
ACM Transactions on Graphics (Proceedings of SIGGRAPH 2018)
project page

Ultra-high resolution coded wavefront sensor

Congli Wang, Xiong Dun, Qiang Fu, Wolfgang Heidrich
OSA Optics Express 2017 (demo & poster at ICCP 2017)
project page