Yeqi Gao
Yeqi Gao
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An over-parameterized exponential regression
Y Gao, S Mahadevan, Z Song
arXiv preprint arXiv:2303.16504, 2023
A fast optimization view: Reformulating single layer attention in llm based on tensor and svm trick, and solving it in matrix multiplication time
Y Gao, Z Song, W Wang, J Yin
arXiv preprint arXiv:2309.07418, 2023
An iterative algorithm for rescaled hyperbolic functions regression
Y Gao, Z Song, J Yin
arXiv preprint arXiv:2305.00660, 2023
In-context learning for attention scheme: from single softmax regression to multiple softmax regression via a tensor trick
Y Gao, Z Song, S Xie
arXiv preprint arXiv:2307.02419, 2023
A sublinear adversarial training algorithm
Y Gao, L Qin, Z Song, Y Wang
Twelfth International Conference on Learning Representations (ICLR 2024), 2024
Fast quantum algorithm for attention computation
Y Gao, Z Song, X Yang, R Zhang
arXiv preprint arXiv:2307.08045, 2023
Brief industry paper: Optimizing memory efficiency of graph neural networks on edge computing platforms
A Zhou, J Yang, Y Gao, T Qiao, Y Qi, X Wang, Y Chen, P Dai, W Zhao, ...
2021 IEEE 27th Real-Time and Embedded Technology and Applications Symposium …, 2021
Differentially private attention computation
Y Gao, Z Song, X Yang
arXiv preprint arXiv:2305.04701, 2023
Gradientcoin: A peer-to-peer decentralized large language models
Y Gao, Z Song, J Yin
arXiv preprint arXiv:2308.10502, 2023
Solving tensor low cycle rank approximation
Y Deng, Y Gao, Z Song
IEEE International Conference on BigData 2023, 2023
An Time Fourier Set Query Algorithm
Y Gao, Z Song, B Sun
arXiv preprint arXiv:2208.09634, 2022
Soft‐Hard Janus Nanoparticles Triggered Hierarchical Conductors with Large Stretchability, High Sensitivity, and Superior Mechanical Properties
H He, T Yang, T Liu, Y Gao, Z Zhang, Z Yang, F Liang
Advanced Materials 36 (15), 2312278, 2024
Binary Hypothesis Testing for Softmax Models and Leverage Score Models
Y Gao, Y Gu, Z Song
arXiv preprint arXiv:2405.06003, 2024
Quantum Speedup for Spectral Approximation of Kronecker Products
Y Gao, Z Song, R Zhang
arXiv preprint arXiv:2402.07027, 2024
Improved Reconstruction for Fourier-Sparse Signals
Y Gao, Z Song, B Sun, O Weinstein, R Zhang
arXiv e-prints, arXiv: 2205.00658, 2022
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