qingyun sun

qingyun sun

Stanford University

H-index: 9

North America-United States

About qingyun sun

qingyun sun, With an exceptional h-index of 9 and a recent h-index of 9 (since 2020), a distinguished researcher at Stanford University, specializes in the field of Machine learning, Artificial Intelligence, Optimization, Statistics, Finance.

His recent articles reflect a diverse array of research interests and contributions to the field:

Grac: Self-guided and self-regularized actor-critic

Convex sparse blind deconvolution

A recipe for global convergence guarantee in deep neural networks

Distributional Robust Kelly Gambling: Optimal Strategy under Uncertainty in the Long-Run

OPTIMIZATION-BASED MODELING IN INVESTMENT AND DATA SCIENCE

A General Continuous-Time Formulation of Stochastic ADMM and Its Variants

Convex Sparse Blind Deconvolution: Phase Transition, Observation Sample Complexity, Stability, Robustness

How to Close Sim-Real Gap? Transfer with Segmentation!

qingyun sun Information

University

Position

___

Citations(all)

504

Citations(since 2020)

472

Cited By

213

hIndex(all)

9

hIndex(since 2020)

9

i10Index(all)

7

i10Index(since 2020)

7

Email

University Profile Page

Stanford University

Google Scholar

View Google Scholar Profile

qingyun sun Skills & Research Interests

Machine learning

Artificial Intelligence

Optimization

Statistics

Finance

Top articles of qingyun sun

Title

Journal

Author(s)

Publication Date

Grac: Self-guided and self-regularized actor-critic

Lin Shao

Yifan You

Mengyuan Yan

Shenli Yuan

Qingyun Sun

...

2022/1/11

Convex sparse blind deconvolution

arXiv preprint arXiv:2106.07053

Qingyun Sun

David Donoho

2021/6/13

A recipe for global convergence guarantee in deep neural networks

Kenji Kawaguchi

Qingyun Sun

2021/4/12

Distributional Robust Kelly Gambling: Optimal Strategy under Uncertainty in the Long-Run

https://arxiv.org/abs/1812.10371

Qingyun Sun

Stephen Boyd

2021

OPTIMIZATION-BASED MODELING IN INVESTMENT AND DATA SCIENCE

Qingyun Sun

2020/1

A General Continuous-Time Formulation of Stochastic ADMM and Its Variants

arXiv preprint arXiv:2404.14358

Chris Junchi Li

2024/4/22

Convex Sparse Blind Deconvolution: Phase Transition, Observation Sample Complexity, Stability, Robustness

Qingyun Sun

David Donoho

2020

How to Close Sim-Real Gap? Transfer with Segmentation!

arXiv preprint arXiv:2005.07695

Mengyuan Yan

Qingyun Sun

Iuri Frosio

Stephen Tyree

Jan Kautz

2020/5/14

Stochastic modified equations for continuous limit of stochastic ADMM

arXiv preprint arXiv:2003.03532

Xiang Zhou

Huizhuo Yuan

Chris Junchi Li

Qingyun Sun

2020/3/7

PID controller-based stochastic optimization acceleration for deep neural networks

IEEE Transactions on Neural Networks and Learning Systems; PyTorch Code: https://github.com/tensorboy/PIDOptimizer

Haoqian Wang

Yi Luo

Wangpeng An

Qingyun Sun

Jun Xu

...

2020

See List of Professors in qingyun sun University(Stanford University)

Co-Authors

H-index: 138
Stephen Boyd

Stephen Boyd

Stanford University

H-index: 102
John Pauly

John Pauly

Stanford University

H-index: 23
Morteza Mardani

Morteza Mardani

Stanford University

H-index: 15
Mengyuan Yan

Mengyuan Yan

Stanford University

H-index: 13
Chris Junchi Li

Chris Junchi Li

University of California, Berkeley

H-index: 13
Lin Shao

Lin Shao

Stanford University

academic-engine