Huang, Minhui

9 publications

NeurIPS 2025 A Single-Loop First-Order Algorithm for Linearly Constrained Bilevel Optimization Wei Shen, Jiawei Zhang, Minhui Huang, Cong Shen

JMLR 2025 Efficiently Escaping Saddle Points in Bilevel Optimization Minhui Huang, Xuxing Chen, Kaiyi Ji, Shiqian Ma, Lifeng Lai

ICLR 2025 Tuning-Free Bilevel Optimization: New Algorithms and Convergence Analysis Yifan Yang, Hao Ban, Minhui Huang, Shiqian Ma, Kaiyi Ji

JMLR 2024 On the Convergence of Projected Alternating Maximization for Equitable and Optimal Transport Minhui Huang, Shiqian Ma, Lifeng Lai

AISTATS 2024 Stochastic Smoothed Gradient Descent Ascent for Federated Minimax Optimization Wei Shen, Minhui Huang, Jiawei Zhang, Cong Shen

ICML 2023 Achieving Linear Speedup in Non-IID Federated Bilevel Learning Minhui Huang, Dewei Zhang, Kaiyi Ji

ICML 2023 Decentralized Stochastic Bilevel Optimization with Improved Per-Iteration Complexity Xuxing Chen, Minhui Huang, Shiqian Ma, Krishna Balasubramanian

ICML 2021 A Riemannian Block Coordinate Descent Method for Computing the Projection Robust Wasserstein Distance Minhui Huang, Shiqian Ma, Lifeng Lai

ICML 2021 Projection Robust Wasserstein Barycenters Minhui Huang, Shiqian Ma, Lifeng Lai