← Authors

Shiqian Ma

17 papers · 2010–2025 · 6 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (15) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (11) πŸ† Grand Slam πŸ† Keyword Champion (3) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (84) πŸ”₯ Unstoppable (6) πŸ’Ž Century Club (17)

Conferences

ICML (4) JMLR (4) NIPS (4) INTERSPEECH (3) AAAI (1) ICLR (1)

Top co-authors

Minhui Huang (6) Lifeng LAI (4) Yi Zhang (3) Kaiyi Ji (3) Yongtao Sha (3) Chengyun Deng (3) Hui Song (3) Conghui Tan (2) Wei Liu (2) Yifan Yang (2)

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