An iterative algorithm for rescaled hyperbolic functions regression Y Gao, Z Song, J Yin arXiv preprint arXiv:2305.00660, 2023 | 24 | 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 | 23 | 2023 |
Gradientcoin: A peer-to-peer decentralized large language models Y Gao, Z Song, J Yin arXiv preprint arXiv:2308.10502, 2023 | 16 | 2023 |
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 | 13 | 2024 |
Solving attention kernel regression problem via pre-conditioner Z Song, J Yin, L Zhang The 27th International Conference on Artificial Intelligence and Statistics …, 2024 | 7 | 2024 |
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 | 7 | 2023 |
A unified scheme of resnet and softmax Z Song, W Wang, J Yin arXiv preprint arXiv:2309.13482, 2023 | 5 | 2023 |
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 | 5 | 2020 |
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 | 4 | 2024 |
Dynamical fractal: Theory and case study J Yin Chaos, Solitons & Fractals 176, 114190, 2023 | 4 | 2023 |
Efficient alternating minimization with applications to weighted low rank approximation Z Song, M Ye, J Yin, L Zhang arXiv preprint arXiv:2306.04169, 2023 | 4 | 2023 |
Faster robust tensor power method for arbitrary order Y Deng, Z Song, J Yin arXiv preprint arXiv:2306.00406, 2023 | 3 | 2023 |
Revisiting Quantum Algorithms for Linear Regressions: Quadratic Speedups without Data-Dependent Parameters Z Song, J Yin, R Zhang arXiv preprint arXiv:2311.14823, 2023 | 2 | 2023 |
Fast and efficient matching algorithm with deadline instances Z Song, W Wang, C Yin, J Yin arXiv preprint arXiv:2305.08353, 2023 | 2 | 2023 |
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 | 2 | 2022 |
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 | 1 | 2023 |
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 | 1 | 2023 |
Federated Empirical Risk Minimization via Second-Order Method S Bian, Z Song, J Yin arXiv preprint arXiv:2305.17482, 2023 | 1 | 2023 |
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 |