Shiqian Ma
17 papers · 2010–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer π Interdisciplinary Bridge π Academic Marathon (15)
π
Renaissance Researcher
(6)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
π
Grand Slam
π
Keyword Champion
(3)
π
Trend Setter
ποΈ
Keyword Collector
(84)
π₯
Unstoppable
(6)
π
Century Club
(17)
Conferences
ICML (4)
JMLR (4)
NIPS (4)
INTERSPEECH (3)
AAAI (1)
ICLR (1)
Top co-authors
Keywords
stiefel manifold
(3)
convex optimization
(3)
riemannian optimization
(3)
bilevel optimization
(3)
optimal transport
(3)
stochastic optimization
(3)
wasserstein distance
(2)
stochastic gradient descent
(2)
linear convergence
(2)
block coordinate descent
(2)
nonsmooth optimization
(2)
generative adversarial network
(2)
sample complexity
(1)
hyperparameter optimization
(1)
source separation
(1)
adversarial learning
(1)
speech separation
(1)
speaker embedding
(1)
structure learning
(1)
speech enhancement
(1)
Papers
First-Order Federated Bilevel Learning
AAAI 2025
Tuning-Free Bilevel Optimization: New Algorithms and Convergence Analysis
ICLR 2025
Efficiently Escaping Saddle Points in Bilevel Optimization
JMLR 2025
Riemannian Bilevel Optimization
JMLR 2025
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
Riemannian Stochastic Proximal Gradient Methods for Nonsmooth Optimization over the Stiefel Manifold
JMLR 2022
Projection Robust Wasserstein Barycenters
ICML 2021
A Riemannian Block Coordinate Descent Method for Computing the Projection Robust Wasserstein Distance
ICML 2021
Robust Speaker Extraction Network Based on Iterative Refined Adaptation
INTERSPEECH 2021
Conv-TasSAN: Separative Adversarial Network Based on Conv-TasNet
INTERSPEECH 2020
Generative Adversarial Network Based Acoustic Echo Cancellation
INTERSPEECH 2020
Stochastic Primal-Dual Method for Empirical Risk Minimization with O(1) Per-Iteration Complexity
NIPS 2018
GSOS: Gauss-Seidel Operator Splitting Algorithm for Multi-Term Nonsmooth Convex Composite Optimization
ICML 2017
Geometric Descent Method for Convex Composite Minimization
NIPS 2017
Barzilai-Borwein Step Size for Stochastic Gradient Descent
NIPS 2016
Sparse Inverse Covariance Selection via Alternating Linearization Methods
NIPS 2010