Daogao Liu

6

Papers

9

Total Citations

Papers (6)

Scaling Embedding Layers in Language Models

Differentially Private Bilevel Optimization: Efficient Algorithms with Near-Optimal Rates

NeurIPS 2025arXiv

Private Gradient Descent for Linear Regression: Tighter Error Bounds and Instance-Specific Uncertainty Estimation

Private Non-smooth ERM and SCO in Subquadratic Steps

When Does Differentially Private Learning Not Suffer in High Dimensions?

Private (Stochastic) Non-Convex Optimization Revisited: Second-Order Stationary Points and Excess Risks