Junjing Deng

According to our database, Junjing Deng authored at least 11 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Stochastic Multigrid Method for Blind Ptychographic Phase Retrieval.

Borong Zhang, Junjing Deng, Yi Jiang, Zichao Wendy Di

CoRR, November, 2025

Pty-Chi: A PyTorch-based modern ptychographic data analysis package.

Ming Du, Hanna Ruth, Steven Henke, Yi Jiang, Viktor Nikitin, Ashish Tripathi, Junjing Deng, Jeffrey Klug, Peco Myint, Tao Zhou, Nicholas Schwarz, Mathew J. Cherukara, Alec Sandy, Stefan Vogt

CoRR, October, 2025

Towards generalizable deep ptychography neural networks.

Albert Vong, Steven Henke, Oliver Hoidn, Hanna Ruth, Junjing Deng, Alexander Hexemer, Apurva Mehta, Arianna Gleason, Levi Hancock, Nicholas Schwarz

CoRR, September, 2025

Fidelity-preserving enhancement of ptychography with foundational text-to-image models.

Ming Du, Volker Rose, Junjing Deng, Dileep Singh, Si Chen, Mathew J. Cherukara

CoRR, September, 2025

Ptychographic Image Reconstruction from Limited Data via Score-Based Diffusion Models with Physics-Guidance.

Refik M. Cam, Junjing Deng, Rajkumar Kettimuthu, Mathew J. Cherukara, Tekin Bicer

Proceedings of the 35th IEEE International Workshop on Machine Learning for Signal Processing, 2025

2024

Integrating Generative and Physics-Based Models for Ptychographic Imaging with Uncertainty Quantification.

Canberk Ekmekci, Tekin Bicer, Zichao Wendy Di, Junjing Deng, Müjdat Çetin

CoRR, 2024

Predicting ptychography probe positions using single-shot phase retrieval neural network.

Ming Du, Tao Zhou, Junjing Deng, Daniel J. Ching, Steven Henke, Mathew J. Cherukara

CoRR, 2024

2023

SZ3: A Modular Framework for Composing Prediction-Based Error-Bounded Lossy Compressors.

Xin Liang, Kai Zhao, Sheng Di, Sihuan Li, Robert Underwood, Ali Murat Gok, Jiannan Tian, Junjing Deng, Jon C. Calhoun, Dingwen Tao, Zizhong Chen, Franck Cappello

IEEE Trans. Big Data, April, 2023

2022

Attentional Ptycho-Tomography (APT) for three-dimensional nanoscale X-ray imaging with minimal data acquisition and computation time.

Iksung Kang, Ziling Wu, Yi Jiang, Yudong Yao, Junjing Deng, Jeffrey Klug, Stefan Vogt, George Barbastathis

CoRR, 2022

2020

Adorym: A multi-platform generic x-ray image reconstruction framework based on automatic differentiation.

Ming Du, Saugat Kandel, Junjing Deng, Xiaojing Huang, Arnaud Demortière, Tuan Tu Nguyen, Rémi Tucoulou, Vincent De Andrade, Qiaoling Jin, Chris Jacobsen

CoRR, 2020

2017

Distributed Automatic Differentiation for Ptychography.

Youssef S. G. Nashed, Tom Peterka, Junjing Deng, Chris Jacobsen

Proceedings of the International Conference on Computational Science, 2017