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Minshuo Chen

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, 8:37 AM AMS

10

papers

161

total citations

papers (10)

Towards Understanding Hierarchical Learning: Benefits of Neural Representations

NEURIPS 2020arXiv

Reward-Directed Conditional Diffusion: Provable Distribution Estimation and Reward Improvement

NEURIPS 2023arXiv

Theoretical insights for diffusion guidance: A case study for Gaussian mixture models

On Deep Generative Models for Approximation and Estimation of Distributions on Manifolds

NEURIPS 2022arXiv

Diffusion Transformer Captures Spatial-Temporal Dependencies: A Theory for Gaussian Process Data

Diffusion Transformers for Imputation: Statistical Efficiency and Uncertainty Quantification

NEURIPS 2025arXiv

Theory of Consistency Diffusion Models: Distribution Estimation Meets Fast Sampling

Pessimism Meets Invariance: Provably Efficient Offline Mean-Field Multi-Agent RL

Efficient RL with Impaired Observability: Learning to Act with Delayed and Missing State Observations

Differentiable Top-k with Optimal Transport