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Junze Yin
Junze Yin
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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
242023
An iterative algorithm for rescaled hyperbolic functions regression
Y Gao, Z Song, J Yin
arXiv preprint arXiv:2305.00660, 2023
242023
Gradientcoin: A peer-to-peer decentralized large language models
Y Gao, Z Song, J Yin
arXiv preprint arXiv:2308.10502, 2023
162023
Low rank matrix completion via robust alternating minimization in nearly linear time
Y Gu, Z Song, J Yin, L Zhang
The Twelfth International Conference on Learning Representations (ICLR 2024), 2024
142024
A Nearly-Optimal Bound for Fast Regression with Guarantee
Z Song, M Ye, J Yin, L Zhang
International Conference on Machine Learning, 32463-32482, 2023
72023
Conv-basis: A new paradigm for efficient attention inference and gradient computation in transformers
J Gu, Y Liang, H Liu, Z Shi, Z Song, J Yin
arXiv preprint arXiv:2405.05219, 2024
62024
Solving attention kernel regression problem via pre-conditioner
Z Song, J Yin, L Zhang
The 27th International Conference on Artificial Intelligence and Statistics …, 2024
62024
A unified scheme of resnet and softmax
Z Song, W Wang, J Yin
arXiv preprint arXiv:2309.13482, 2023
52023
InstaHide's Sample Complexity When Mixing Two Private Images
B Huang, Z Song, R Tao, J Yin, R Zhang, D Zhuo
arXiv preprint arXiv:2011.11877, 2020
52020
Dynamical fractal: Theory and case study
J Yin
Chaos, Solitons & Fractals 176, 114190, 2023
42023
Efficient alternating minimization with applications to weighted low rank approximation
Z Song, M Ye, J Yin, L Zhang
arXiv preprint arXiv:2306.04169, 2023
32023
Faster robust tensor power method for arbitrary order
Y Deng, Z Song, J Yin
arXiv preprint arXiv:2306.00406, 2023
32023
Fast and efficient matching algorithm with deadline instances
Z Song, W Wang, C Yin, J Yin
arXiv preprint arXiv:2305.08353, 2023
22023
Sublinear Time Algorithm for Online Weighted Bipartite Matching
H Hu, Z Song, R Tao, Z Xu, J Yin, D Zhuo
arXiv preprint arXiv:2208.03367, 2022
22022
Local Convergence of Approximate Newton Method for Two Layer Nonlinear Regression
Z Li, Z Song, Z Wang, J Yin
arXiv preprint arXiv:2311.15390, 2023
12023
Revisiting Quantum Algorithms for Linear Regressions: Quadratic Speedups without Data-Dependent Parameters
Z Song, J Yin, R Zhang
arXiv preprint arXiv:2311.14823, 2023
12023
Query complexity of active learning for function family with nearly orthogonal basis
X Chen, Z Song, B Sun, J Yin, D Zhuo
arXiv preprint arXiv:2306.03356, 2023
12023
Federated Empirical Risk Minimization via Second-Order Method
S Bian, Z Song, J Yin
arXiv preprint arXiv:2305.17482, 2023
12023
How to Inverting the Leverage Score Distribution?
Z Li, Z Song, W Wang, J Yin, Z Yu
arXiv preprint arXiv:2404.13785, 2024
2024
Fast Dynamic Sampling for Determinantal Point Processes
Z Song, J Yin, L Zhang, R Zhang
International Conference on Artificial Intelligence and Statistics, 244-252, 2024
2024
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