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Ruoyu Sun
Ruoyu Sun
1
Affiliations
Affiliations
Chinese University of Hong Kong, Shenzhen
16
papers
574
total citations
papers (16)
ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models
ICML 2024
arXiv
147
citations
A Single-Loop Smoothed Gradient Descent-Ascent Algorithm for Nonconvex-Concave Min-Max Problems
NEURIPS 2020
arXiv
118
citations
Adam Can Converge Without Any Modification On Update Rules
NEURIPS 2022
arXiv
92
citations
Global Convergence of MAML and Theory-Inspired Neural Architecture Search for Few-Shot Learning
CVPR 2022
arXiv
40
citations
Stability Analysis and Generalization Bounds of Adversarial Training
NEURIPS 2022
arXiv
39
citations
Towards a Better Global Loss Landscape of GANs
NEURIPS 2020
arXiv
35
citations
Does Momentum Change the Implicit Regularization on Separable Data?
NEURIPS 2022
arXiv
25
citations
DigGAN: Discriminator gradIent Gap Regularization for GAN Training with Limited Data
NEURIPS 2022
arXiv
23
citations
PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming
ICML 2024
arXiv
19
citations
Balanced Training for Sparse GANs
NEURIPS 2023
arXiv
13
citations
When Expressivity Meets Trainability: Fewer than $n$ Neurons Can Work
NEURIPS 2021
arXiv
10
citations
PAC-Bayesian Spectrally-Normalized Bounds for Adversarially Robust Generalization
NEURIPS 2023
arXiv
9
citations
How Graph Neural Networks Learn: Lessons from Training Dynamics
ICML 2024
arXiv
2
citations
When GNNs meet symmetry in ILPs: an orbit-based feature augmentation approach
ICLR 2025
arXiv
1
citations
Towards Explaining the Power of Constant-depth Graph Neural Networks for Structured Linear Programming
ICLR 2025
1
citations
Faster Directional Convergence of Linear Neural Networks under Spherically Symmetric Data
NEURIPS 2021
0
citations