An over-parameterized exponential regression Y Gao, S Mahadevan, Z Song arXiv preprint arXiv:2303.16504, 2023 | 28 | 2023 |
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 |
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 | 22 | 2023 |
A sublinear adversarial training algorithm Y Gao, L Qin, Z Song, Y Wang Twelfth International Conference on Learning Representations (ICLR 2024), 2024 | 21 | 2024 |
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 | 19 | 2021 |
Fast quantum algorithm for attention computation Y Gao, Z Song, X Yang, R Zhang arXiv preprint arXiv:2307.08045, 2023 | 18 | 2023 |
Differentially private attention computation Y Gao, Z Song, X Yang arXiv preprint arXiv:2305.04701, 2023 | 17 | 2023 |
Gradientcoin: A peer-to-peer decentralized large language models Y Gao, Z Song, J Yin arXiv preprint arXiv:2308.10502, 2023 | 16 | 2023 |
Solving tensor low cycle rank approximation Y Deng, Y Gao, Z Song IEEE International Conference on BigData 2023, 2023 | 8 | 2023 |
An Time Fourier Set Query Algorithm Y Gao, Z Song, B Sun arXiv preprint arXiv:2208.09634, 2022 | 4 | 2022 |
Binary Hypothesis Testing for Softmax Models and Leverage Score Models Y Gao, Y Gu, Z Song arXiv preprint arXiv:2405.06003, 2024 | | 2024 |
Quantum Speedup for Spectral Approximation of Kronecker Products Y Gao, Z Song, R Zhang arXiv preprint arXiv:2402.07027, 2024 | | 2024 |
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, 2312278, 2024 | | 2024 |
Improved Reconstruction for Fourier-Sparse Signals Y Gao, Z Song, B Sun, O Weinstein, R Zhang arXiv e-prints, arXiv: 2205.00658, 2022 | | 2022 |