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Yinyu Ye
Yinyu Ye
9
papers
136
total citations
papers (9)
Simple and Fast Algorithm for Binary Integer and Online Linear Programming
NEURIPS 2020
arXiv
65
citations
Distributionally Robust Local Non-parametric Conditional Estimation
NEURIPS 2020
arXiv
28
citations
Solver-Informed RL: Grounding Large Language Models for Authentic Optimization Modeling
NEURIPS 2025
arXiv
15
citations
Trust Region Methods for Nonconvex Stochastic Optimization beyond Lipschitz Smoothness
AAAI 2024
arXiv
14
citations
Provable and Practical Online Learning Rate Adaptation with Hypergradient Descent
ICML 2025
arXiv
7
citations
A Single-Loop Robust Policy Gradient Method for Robust Markov Decision Processes
ICML 2024
arXiv
3
citations
Decoupling Learning and Decision-Making: Breaking the $\mathcal{O}(\sqrt{T})$ Barrier in Online Resource Allocation with First-Order Methods
ICML 2024
arXiv
3
citations
Sketched Newton Value Iteration for Large-Scale Markov Decision Processes
AAAI 2024
1
citations
Conic Descent and its Application to Memory-efficient Optimization over Positive Semidefinite Matrices
NEURIPS 2020
0
citations