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Dawei Li

Orcid: 0000-0003-0374-3101

Affiliations:
  • University of Illinois at Urbana-Champaign, Department of Industrial and Enterprise Systems Engineering, Coordinated Science Laboratory, Urbana, IL, USA


According to our database1, Dawei Li authored at least 8 papers between 2018 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Links

Online presence:

On csauthors.net:

Bibliography

2023
NTK-SAP: Improving neural network pruning by aligning training dynamics.
[BibTeX]
[DOI]
Yite Wang
,
Dawei Li
,
Ruoyu Sun
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Suboptimal Local Minima Exist for Wide Neural Networks with Smooth Activations.
[BibTeX]
[DOI]
Tian Ding
,
Dawei Li
,
Ruoyu Sun
Math. Oper. Res., November, 2022

On the Benefit of Width for Neural Networks: Disappearance of Basins.
[BibTeX]
[DOI]
Dawei Li
,
Tian Ding
,
Ruoyu Sun
SIAM J. Optim., September, 2022

2021
On a Faster R-Linear Convergence Rate of the Barzilai-Borwein Method.
[BibTeX]
[DOI]
Dawei Li
,
Ruoyu Sun
CoRR, 2021

RMSprop converges with proper hyper-parameter.
[BibTeX]
[DOI]
Naichen Shi
,
Dawei Li
,
Mingyi Hong
,
Ruoyu Sun
Proceedings of the 9th International Conference on Learning Representations, 2021

2020
The Global Landscape of Neural Networks: An Overview.
[BibTeX]
[DOI]
Ruoyu Sun
,
Dawei Li
,
Shiyu Liang
,
Tian Ding
,
Rayadurgam Srikant
IEEE Signal Process. Mag., 2020

2019
Sub-Optimal Local Minima Exist for Almost All Over-parameterized Neural Networks.
[BibTeX]
[DOI]
Tian Ding
,
Dawei Li
,
Ruoyu Sun
CoRR, 2019

2018
Over-Parameterized Deep Neural Networks Have No Strict Local Minima For Any Continuous Activations.
[BibTeX]
[DOI]
Dawei Li
,
Tian Ding
,
Ruoyu Sun
CoRR, 2018


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