Scholar
Chenguang Duan
Google Scholar ID: RpmGgyMAAAAJ
Postdoctoral researcher, RWTH Aachen University
Scientific machine learning
Learning theory
Generative models
Nonparametric statistics
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Citations & Impact
All-time
Citations
126
H-index
4
i10-index
2
Publications
9
Co-authors
7
list available
Publications
9 items
Neural Sampling with Reweighted Normalizing Flows via the Wasserstein--Fisher--Rao JKO Scheme
2026
Cited
0
Diffusion Based Unpaired Data Learning for Inverse Problems
2026
Cited
0
Sampling via Stochastic Interpolants by Langevin-based Velocity and Initialization Estimation in Flow ODEs
2026
Cited
0
Inference-Time Alignment for Diffusion Models via Variationally Stable Doob's Matching
2026
Cited
0
Provable Diffusion Posterior Sampling for Bayesian Inversion
2025
Cited
0
Nonlinear Assimilation via Score-based Sequential Langevin Sampling
2024
Cited
0
Unsupervised Transfer Learning via Adversarial Contrastive Training
arXiv.org · 2024
Cited
0
Characteristic Learning for Provable One Step Generation
arXiv.org · 2024
Cited
0
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Co-authors
5 total
Yuling Jiao
University of Wuhan
Yanming Lai
Department of Mathematics, The Hong Kong University of Science and Technology
Cheng Yuan
Associate Professor, School of Mathematics and Statistics, Central China Normal University
Wensen Ma
Ph.D. Student, Hong Kong Polytechnic University
Huazhen Lin
Southwestern University of Finance and Economics
