Qi Deng

10

Papers

17

Total Citations

Papers (10)

Trust Region Methods for Nonconvex Stochastic Optimization beyond Lipschitz Smoothness

Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers

Decentralized Gradient-Free Methods for Stochastic Non-smooth Non-convex Optimization

Stochastic Weakly Convex Optimization beyond Lipschitz Continuity

A Single-Loop Robust Policy Gradient Method for Robust Markov Decision Processes

Accelerated Distance-adaptive Methods for Hölder Smooth and Convex Optimization

NeurIPS 2025arXiv

Sketched Newton Value Iteration for Large-Scale Markov Decision Processes

A Feasible Level Proximal Point Method for Nonconvex Sparse Constrained Optimization

Minibatch and Momentum Model-based Methods for Stochastic Weakly Convex Optimization

Delayed Algorithms for Distributed Stochastic Weakly Convex Optimization