Ruoyu Sun 0001 - researchr alias

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Viewing Publication 1 - 22 from 22

2023

2022

Suboptimal Local Minima Exist for Wide Neural Networks with Smooth ActivationsTian Ding, Dawei Li, Ruoyu Sun 0001. mor, 47(4):2784-2814, November 2022. [doi]

DigGAN: Discriminator gradIent Gap Regularization for GAN Training with Limited DataTiantian Fang, Ruoyu Sun 0001, Alexander G. Schwing. nips 2022: [doi]

On the Benefit of Width for Neural Networks: Disappearance of BasinsDawei Li, Tian Ding, Ruoyu Sun 0001. siamjo, 32(3):1728-1758, September 2022. [doi]

Revisiting Landscape Analysis in Deep Neural Networks: Eliminating Decreasing Paths to InfinityShiyu Liang, Ruoyu Sun 0001, R. Srikant 0001. siamjo, 32(4):2797-2827, December 2022. [doi]

On the landscape of one-hidden-layer sparse networks and beyondDachao Lin, Ruoyu Sun 0001, Zhihua Zhang. ai, 309:103739, 2022. [doi]

Global Convergence of MAML and Theory-Inspired Neural Architecture Search for Few-Shot LearningHaoxiang Wang, Yite Wang, Ruoyu Sun 0001, Bo Li 0026. cvpr 2022: 9787-9798 [doi]

Stability Analysis and Generalization Bounds of Adversarial TrainingJiancong Xiao, Yanbo Fan, Ruoyu Sun 0001, Jue Wang 0001, Zhi-Quan Luo. nips 2022: [doi]

Adam Can Converge Without Any Modification On Update RulesYushun Zhang, Congliang Chen, Naichen Shi, Ruoyu Sun 0001, Zhi-Quan Luo. nips 2022: [doi]

2021

2) gap with randomized versionRuoyu Sun 0001, Yinyu Ye. mp, 185(1-2):487-520, 2021. [doi]

PenDer: Incorporating Shape Constraints via Penalized DerivativesAkhil Gupta, Lavanya Marla, Ruoyu Sun 0001, Naman Shukla, Arinbjörn Kolbeinsson. AAAI 2021: 11536-11544 [doi]

1H-MRSI Using Learned Component-Specific RepresentationsYahang Li, Zepeng Wang, Ruoyu Sun 0001, Fan Lam. tmi, 40(4):1157-1167, 2021. [doi]

Faster Directional Convergence of Linear Neural Networks under Spherically Symmetric DataDachao Lin, Ruoyu Sun 0001, Zhihua Zhang. nips 2021: 4647-4660 [doi]

RMSprop converges with proper hyper-parameterNaichen Shi, Dawei Li, Mingyi Hong, Ruoyu Sun 0001. iclr 2021: [doi]

2) Times Slower Than the Randomized VersionPeijun Xiao, Zhisheng Xiao, Ruoyu Sun 0001. siamjo, 31(4):2726-2752, 2021. [doi]

When Expressivity Meets Trainability: Fewer than $n$ Neurons Can WorkJiawei Zhang, Yushun Zhang, Mingyi Hong, Ruoyu Sun 0001, Zhi-Quan Luo. nips 2021: 9167-9180 [doi]

2020

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