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Home/Authors/Dongsheng Ding

Dongsheng Ding

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 5:57 AM AMS

5

papers

36

total citations

papers (5)

Last-Iterate Convergent Policy Gradient Primal-Dual Methods for Constrained MDPs

NEURIPS 2023arXiv

Composition and Alignment of Diffusion Models using Constrained Learning

NEURIPS 2025arXiv

Alignment of Large Language Models with Constrained Learning

NEURIPS 2025arXiv

Deterministic Policy Gradient Primal-Dual Methods for Continuous-Space Constrained MDPs

Natural Policy Gradient Primal-Dual Method for Constrained Markov Decision Processes