Yeqi Gao

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 16

Top Topics

Matrix Multiplication

Training Algorithm

Levenberg Marquardt

Computing Platform

Top Venues

Publications

Yeqi Gao, Lianke Qin, Zhao Song, Yitan Wang
A Sublinear Adversarial Training Algorithm. ICLR (2024)
Yeqi Gao, Zhao Song, Ruizhe Zhang
Quantum Speedup for Spectral Approximation of Kronecker Products. CoRR (2024)
Yeqi Gao, Yuzhou Gu, Zhao Song
Binary Hypothesis Testing for Softmax Models and Leverage Score Models. CoRR (2024)
Yeqi Gao, Zhao Song, Junze Yin
An Iterative Algorithm for Rescaled Hyperbolic Functions Regression. CoRR (2023)
Yichuan Deng, Yeqi Gao, Zhao Song
Solving Tensor Low Cycle Rank Approximation. CoRR (2023)
Yeqi Gao, Sridhar Mahadevan, Zhao Song
An Over-parameterized Exponential Regression. CoRR (2023)
Yichuan Deng, Yeqi Gao, Zhao Song
Solving Tensor Low Cycle Rank Approximation. BigData (2023)
Yeqi Gao, Zhao Song, Xin Yang
Differentially Private Attention Computation. CoRR (2023)
Yeqi Gao, Zhao Song, Weixin Wang, Junze Yin
A Fast Optimization View: Reformulating Single Layer Attention in LLM Based on Tensor and SVM Trick, and Solving It in Matrix Multiplication Time. CoRR (2023)
Yeqi Gao, Zhao Song, Junze Yin
GradientCoin: A Peer-to-Peer Decentralized Large Language Models. CoRR (2023)
Yeqi Gao, Zhao Song, Shenghao Xie
In-Context Learning for Attention Scheme: from Single Softmax Regression to Multiple Softmax Regression via a Tensor Trick. CoRR (2023)
Yeqi Gao, Zhao Song, Xin Yang, Ruizhe Zhang
Fast Quantum Algorithm for Attention Computation. CoRR (2023)
Yeqi Gao, Lianke Qin, Zhao Song, Yitan Wang
A Sublinear Adversarial Training Algorithm. CoRR (2022)
Yeqi Gao, Zhao Song, Baocheng Sun
An O(k log n) Time Fourier Set Query Algorithm. CoRR (2022)
Ao Zhou, Jianlei Yang, Yeqi Gao, Tong Qiao, Yingjie Qi, Xiaoyi Wang, Yunli Chen, Pengcheng Dai, Weisheng Zhao, Chunming Hu
Brief Industry Paper: optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms. RTAS (2021)
Ao Zhou, Jianlei Yang, Yeqi Gao, Tong Qiao, Yingjie Qi, Xiaoyi Wang, Yunli Chen, Pengcheng Dai, Weisheng Zhao, Chunming Hu
Optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms. CoRR (2021)