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Yichuan Deng 0002
Person information
- affiliation: University of Washington, School of Computer Science and Engineering, Seattle, WA, USA
- affiliation (former): University of Science and Technology of China, China
Other persons with the same name
- Yichuan Deng 0001
— South China University of Technology, Guangzhou, China
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2020 – today
- 2024
- [i18]Yichuan Deng, Zhao Song, Chiwun Yang:
Enhancing Stochastic Gradient Descent: A Unified Framework and Novel Acceleration Methods for Faster Convergence. CoRR abs/2402.01515 (2024) - [i17]Yichuan Deng, Zhao Song, Chiwun Yang:
Attention is Naturally Sparse with Gaussian Distributed Input. CoRR abs/2404.02690 (2024) - 2023
- [c2]Yichuan Deng, Yeqi Gao, Zhao Song:
Solving Tensor Low Cycle Rank Approximation. IEEE Big Data 2023: 6-16 - [i16]Yichuan Deng, Zhao Song, Zifan Wang, Han Zhang:
Streaming Kernel PCA Algorithm With Small Space. CoRR abs/2303.04555 (2023) - [i15]Yichuan Deng, Zhihang Li, Zhao Song:
An Improved Sample Complexity for Rank-1 Matrix Sensing. CoRR abs/2303.06895 (2023) - [i14]Yichuan Deng, Sridhar Mahadevan, Zhao Song:
Randomized and Deterministic Attention Sparsification Algorithms for Over-parameterized Feature Dimension. CoRR abs/2304.04397 (2023) - [i13]Yichuan Deng, Yeqi Gao, Zhao Song:
Solving Tensor Low Cycle Rank Approximation. CoRR abs/2304.06594 (2023) - [i12]Yichuan Deng, Zhihang Li, Zhao Song:
Attention Scheme Inspired Softmax Regression. CoRR abs/2304.10411 (2023) - [i11]Yichuan Deng, Zhao Song, Junze Yin:
Faster Robust Tensor Power Method for Arbitrary Order. CoRR abs/2306.00406 (2023) - [i10]Yichuan Deng, Zhao Song, Lichen Zhang, Ruizhe Zhang:
Efficient Algorithm for Solving Hyperbolic Programs. CoRR abs/2306.07587 (2023) - [i9]Yichuan Deng, Zhihang Li, Sridhar Mahadevan, Zhao Song:
Zero-th Order Algorithm for Softmax Attention Optimization. CoRR abs/2307.08352 (2023) - [i8]Yichuan Deng, Zhao Song, Shenghao Xie:
Convergence of Two-Layer Regression with Nonlinear Units. CoRR abs/2308.08358 (2023) - [i7]Yichuan Deng, Michalis Mamakos, Zhao Song:
Clustered Linear Contextual Bandits with Knapsacks. CoRR abs/2308.10722 (2023) - [i6]Yichuan Deng, Zhao Song, Tianyi Zhou:
Superiority of Softmax: Unveiling the Performance Edge Over Linear Attention. CoRR abs/2310.11685 (2023) - [i5]Yichuan Deng, Zhao Song, Shenghao Xie, Chiwun Yang:
Unmasking Transformers: A Theoretical Approach to Data Recovery via Attention Weights. CoRR abs/2310.12462 (2023) - 2022
- [c1]Yichuan Deng, Zhao Song, Omri Weinstein, Ruizhe Zhang:
Fast Distance Oracles for Any Symmetric Norm. NeurIPS 2022 - [i4]Yichuan Deng, Zhao Song, Omri Weinstein, Ruizhe Zhang:
Fast Distance Oracles for Any Symmetric Norm. CoRR abs/2205.14816 (2022) - [i3]Yichuan Deng, Zhao Song, Yitan Wang, Yuanyuan Yang:
A Nearly Optimal Size Coreset Algorithm with Nearly Linear Time. CoRR abs/2210.08361 (2022) - [i2]Yichuan Deng, Zhao Song, Omri Weinstein:
Discrepancy Minimization in Input-Sparsity Time. CoRR abs/2210.12468 (2022) - [i1]Yichuan Deng, Wenyu Jin, Zhao Song, Xiaorui Sun, Omri Weinstein:
Dynamic Kernel Sparsifiers. CoRR abs/2211.14825 (2022)
Coauthor Index
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last updated on 2024-08-20 22:49 CEST by the dblp team
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