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Yichuan Deng

Affiliations:
  • University of Washington, School of Computer Science and Engineering, Seattle, WA, USA
  • University of Science and Technology of China, China (former)


According to our database1, Yichuan Deng authored at least 17 papers between 2022 and 2024.

Collaborative distances:

Timeline

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Online presence:

On csauthors.net:

Bibliography

2024
Enhancing Stochastic Gradient Descent: A Unified Framework and Novel Acceleration Methods for Faster Convergence.
[BibTeX]
[DOI]
Yichuan Deng
,
Zhao Song
,
Chiwun Yang
CoRR, 2024

2023
Unmasking Transformers: A Theoretical Approach to Data Recovery via Attention Weights.
[BibTeX]
[DOI]
Yichuan Deng
,
Zhao Song
,
Shenghao Xie
,
Chiwun Yang
CoRR, 2023

Superiority of Softmax: Unveiling the Performance Edge Over Linear Attention.
[BibTeX]
[DOI]
Yichuan Deng
,
Zhao Song
,
Tianyi Zhou
CoRR, 2023

Clustered Linear Contextual Bandits with Knapsacks.
[BibTeX]
[DOI]
Yichuan Deng
,
Michalis Mamakos
,
Zhao Song
CoRR, 2023

Convergence of Two-Layer Regression with Nonlinear Units.
[BibTeX]
[DOI]
Yichuan Deng
,
Zhao Song
,
Shenghao Xie
CoRR, 2023

Zero-th Order Algorithm for Softmax Attention Optimization.
[BibTeX]
[DOI]
Yichuan Deng
,
Zhihang Li
,
Sridhar Mahadevan
,
Zhao Song
CoRR, 2023

Efficient Algorithm for Solving Hyperbolic Programs.
[BibTeX]
[DOI]
Yichuan Deng
,
Zhao Song
,
Lichen Zhang
,
Ruizhe Zhang
CoRR, 2023

Faster Robust Tensor Power Method for Arbitrary Order.
[BibTeX]
[DOI]
Yichuan Deng
,
Zhao Song
,
Junze Yin
CoRR, 2023

Attention Scheme Inspired Softmax Regression.
[BibTeX]
[DOI]
Yichuan Deng
,
Zhihang Li
,
Zhao Song
CoRR, 2023

Randomized and Deterministic Attention Sparsification Algorithms for Over-parameterized Feature Dimension.
[BibTeX]
[DOI]
Yichuan Deng
,
Sridhar Mahadevan
,
Zhao Song
CoRR, 2023

An Improved Sample Complexity for Rank-1 Matrix Sensing.
[BibTeX]
[DOI]
Yichuan Deng
,
Zhihang Li
,
Zhao Song
CoRR, 2023

Streaming Kernel PCA Algorithm With Small Space.
[BibTeX]
[DOI]
Yichuan Deng
,
Zhao Song
,
Zifan Wang
,
Han Zhang
CoRR, 2023

Solving Tensor Low Cycle Rank Approximation.
[BibTeX]
[DOI]
Yichuan Deng
,
Yeqi Gao
,
Zhao Song
Proceedings of the IEEE International Conference on Big Data, 2023

2022
Dynamic Kernel Sparsifiers.
[BibTeX]
[DOI]
Yichuan Deng
,
Wenyu Jin
,
Zhao Song
,
Xiaorui Sun
,
Omri Weinstein
CoRR, 2022

Discrepancy Minimization in Input-Sparsity Time.
[BibTeX]
[DOI]
Yichuan Deng
,
Zhao Song
,
Omri Weinstein
CoRR, 2022

A Nearly Optimal Size Coreset Algorithm with Nearly Linear Time.
[BibTeX]
[DOI]
Yichuan Deng
,
Zhao Song
,
Yitan Wang
,
Yuanyuan Yang
CoRR, 2022

Fast Distance Oracles for Any Symmetric Norm.
[BibTeX]
[DOI]
Yichuan Deng
,
Zhao Song
,
Omri Weinstein
,
Ruizhe Zhang
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022


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