Minhui Huang
8 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (10) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(22)
Conferences
ICML (4)
JMLR (2)
AISTATS (1)
ICLR (1)
Top co-authors
Keywords
optimal transport
(3)
bilevel optimization
(3)
federated learning
(2)
stiefel manifold
(2)
block coordinate descent
(2)
gradient descent ascent
(2)
riemannian optimization
(2)
wasserstein distance
(2)
implicit differentiation
(1)
convergence rate
(1)
entropy regularization
(1)
wasserstein metric
(1)
client sampling
(1)
generative adversarial network
(1)
non-iid datum
(1)
non-i.i.d. datum
(1)
hypergradient estimation
(1)
saddle point
(1)
wasserstein barycenter
(1)
federated minimax optimization
(1)
Papers
Efficiently Escaping Saddle Points in Bilevel Optimization
JMLR 2025
Tuning-Free Bilevel Optimization: New Algorithms and Convergence Analysis
ICLR 2025
Stochastic Smoothed Gradient Descent Ascent for Federated Minimax Optimization
AISTATS 2024
On the Convergence of Projected Alternating Maximization for Equitable and Optimal Transport
JMLR 2024
Decentralized Stochastic Bilevel Optimization with Improved per-Iteration Complexity
ICML 2023
Achieving Linear Speedup in Non-IID Federated Bilevel Learning
ICML 2023
A Riemannian Block Coordinate Descent Method for Computing the Projection Robust Wasserstein Distance
ICML 2021
Projection Robust Wasserstein Barycenters
ICML 2021