Mingrui Liu
~Mingrui_Liu2
10
论文总数
5.0
年均投稿
平均评分
接收情况7/10
会议分布
ICLR
6
NeurIPS
3
ICML
1
发表论文 (10 篇)
20256 篇
5
Complexity Lower Bounds of Adaptive Gradient Algorithms for Non-convex Stochastic Optimization under Relaxed Smoothness
ICLR 2025Poster
3
Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability
ICML 2025Poster
4
On the Convergence of Adam-Type Algorithms for Bilevel Optimization under Unbounded Smoothness
ICLR 2025Rejected
4
Local Steps Speed Up Local GD for Heterogeneous Distributed Logistic Regression
ICLR 2025Poster
4
Adaptive Algorithms with Sharp Convergence Rates for Stochastic Hierarchical Optimization
NeurIPS 2025Poster
4
Personalized Federated Fine-tuning for Heterogeneous Data: a Two-Level Low Rank Adaptation Approach
ICLR 2025Rejected
20244 篇
4
Federated Learning under Periodic Client Participation and Heterogeneous Data: A New Communication-Efficient Algorithm and Analysis
NeurIPS 2024Poster
4
Optimization and Generalizability: Fair Benchmarking for Stochastic Algorithms
ICLR 2024withdrawn
5
Bilevel Optimization under Unbounded Smoothness: A New Algorithm and Convergence Analysis
ICLR 2024Spotlight
4
An Accelerated Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness
NeurIPS 2024Poster