Junchi Yang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 18

Top Topics

Optimization Problems

Convex Optimization

Global Convergence

Top Venues

Publications

Florian Hübler, Junchi Yang, Xiang Li, Niao He
Parameter-Agnostic Optimization under Relaxed Smoothness. AISTATS (2024)
Junchi Yang, Murat Yildirim, Qiu Feng
Accelerating Distributed Optimization: A Primal-Dual Perspective on Local Steps. CoRR (2024)
Junchi Yang, Xiang Li, Ilyas Fatkhullin, Niao He
Two Sides of One Coin: the Limits of Untuned SGD and the Power of Adaptive Methods. NeurIPS (2023)
Florian Hübler, Junchi Yang, Xiang Li, Niao He
Parameter-Agnostic Optimization under Relaxed Smoothness. CoRR (2023)
Liang Zhang, Junchi Yang, Amin Karbasi, Niao He
Optimal Guarantees for Algorithmic Reproducibility and Gradient Complexity in Convex Optimization. CoRR (2023)
Liang Zhang, Junchi Yang, Amin Karbasi, Niao He
Optimal Guarantees for Algorithmic Reproducibility and Gradient Complexity in Convex Optimization. NeurIPS (2023)
Junchi Yang, Xiang Li, Ilyas Fatkhullin, Niao He
Two Sides of One Coin: the Limits of Untuned SGD and the Power of Adaptive Methods. CoRR (2023)
Xiang Li, Junchi Yang, Niao He
TiAda: A Time-scale Adaptive Algorithm for Nonconvex Minimax Optimization. ICLR (2023)
Junchi Yang, Xiang Li, Niao He
Nest Your Adaptive Algorithm for Parameter-Agnostic Nonconvex Minimax Optimization. NeurIPS (2022)
Junchi Yang, Antonio Orvieto, Aurélien Lucchi, Niao He
Faster Single-loop Algorithms for Minimax Optimization without Strong Concavity. AISTATS (2022)
Xiang Li, Junchi Yang, Niao He
TiAda: A Time-scale Adaptive Algorithm for Nonconvex Minimax Optimization. CoRR (2022)
Junchi Yang, Xiang Li, Niao He
Nest Your Adaptive Algorithm for Parameter-Agnostic Nonconvex Minimax Optimization. CoRR (2022)
Junchi Yang, Antonio Orvieto, Aurélien Lucchi, Niao He
Faster Single-loop Algorithms for Minimax Optimization without Strong Concavity. CoRR (2021)
Siqi Zhang, Junchi Yang, Cristóbal Guzmán, Negar Kiyavash, Niao He
The Complexity of Nonconvex-Strongly-Concave Minimax Optimization. CoRR (2021)
Siqi Zhang, Junchi Yang, Cristóbal Guzmán, Negar Kiyavash, Niao He
The complexity of nonconvex-strongly-concave minimax optimization. UAI (2021)
Junchi Yang, Negar Kiyavash, Niao He
Global Convergence and Variance-Reduced Optimization for a Class of Nonconvex-Nonconcave Minimax Problems. CoRR (2020)
Junchi Yang, Siqi Zhang, Negar Kiyavash, Niao He
A Catalyst Framework for Minimax Optimization. NeurIPS (2020)
Junchi Yang, Negar Kiyavash, Niao He
Global Convergence and Variance Reduction for a Class of Nonconvex-Nonconcave Minimax Problems. NeurIPS (2020)