Chenguang Duan
Scholar

Chenguang Duan

Google Scholar ID: RpmGgyMAAAAJ
Postdoctoral researcher, RWTH Aachen University
Scientific machine learningLearning theoryGenerative modelsNonparametric statistics
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Citations & Impact
All-time
Citations
126
 
H-index
4
 
i10-index
2
 
Publications
9
 
Co-authors
7
list available
Contact
No contact links provided.
Publications
7 items
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
Semi-Supervised Deep Sobolev Regression: Estimation and Variable Selection by ReQU Neural Network
2024
Cited
0
Resume (English only)
Co-authors
7 total
Yuling Jiao
Yuling Jiao
University of Wuhan
Co-author 2
Co-author 2
Yanming Lai
Yanming Lai
Department of Mathematics, The Hong Kong University of Science and Technology
Co-author 4
Co-author 4
Cheng Yuan
Cheng Yuan
Associate Professor, School of Mathematics and Statistics, Central China Normal University
Wensen Ma
Wensen Ma
Ph.D. Student, Hong Kong Polytechnic University
Huazhen Lin
Huazhen Lin
Southwestern University of Finance and Economics