Dongsheng Ding
Scholar

Dongsheng Ding

Google Scholar ID: Ixa7PJoAAAAJ
Assistant Professor, University of Tennessee, Knoxville
Optimization and ControlStochastic SystemsReinforcement LearningGenerative AIAI Safety
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Citations & Impact
All-time
Citations
924
 
H-index
14
 
i10-index
16
 
Publications
20
 
Co-authors
17
list available
Contact
No contact links provided.
Publications
4 items
Composition and Alignment of Diffusion Models using Constrained Learning
2025
Cited
0
Alignment of large language models with constrained learning
2025
Cited
0
Deterministic Policy Gradient Primal-Dual Methods for Continuous-Space Constrained MDPs
arXiv.org · 2024
Cited
1
Convergence and sample complexity of natural policy gradient primal-dual methods for constrained MDPs
arXiv.org · 2022
Cited
22
Resume (English only)
Co-authors
17 total
Co-author 1
Co-author 1
Kaiqing Zhang
Kaiqing Zhang
Assistant Professor, University of Maryland, College Park
Tamer Başar
Tamer Başar
Swanlund Endowed Chair Emeritus & CAS Professor Emeritus of ECE, University of Illinois
Zhuoran Yang
Zhuoran Yang
Yale University
Zhaoran Wang
Zhaoran Wang
Associate Professor at Northwestern University
Alejandro Ribeiro
Alejandro Ribeiro
University of Pennsylvania
Chen-Yu Wei
Chen-Yu Wei
Assistant Professor, University of Virginia
Osbert Bastani
Osbert Bastani
University of Pennsylvania