Yeqi Gao

According to our database, Yeqi Gao authored at least 14 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A Fast Optimization View: Reformulating Single Layer Attention in LLM Based on Tensor and SVM Trick, and Solving It in Matrix Multiplication Time.

Yeqi Gao, Zhao Song, Weixin Wang, Junze Yin

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

An Iterative Algorithm for Rescaled Hyperbolic Functions Regression.

Yeqi Gao, Zhao Song, Junze Yin

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Binary Hypothesis Testing for Softmax Models and Leverage Score Models.

Yeqi Gao, Yuzhou Gu, Zhao Song

CoRR, 2024

Quantum Speedup for Spectral Approximation of Kronecker Products.

Yeqi Gao, Zhao Song, Ruizhe Zhang

CoRR, 2024

A Sublinear Adversarial Training Algorithm.

Yeqi Gao, Lianke Qin, Zhao Song, Yitan Wang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

GradientCoin: A Peer-to-Peer Decentralized Large Language Models.

Yeqi Gao, Zhao Song, Junze Yin

CoRR, 2023

Fast Quantum Algorithm for Attention Computation.

Yeqi Gao, Zhao Song, Xin Yang, Ruizhe Zhang

CoRR, 2023

In-Context Learning for Attention Scheme: from Single Softmax Regression to Multiple Softmax Regression via a Tensor Trick.

Yeqi Gao, Zhao Song, Shenghao Xie

CoRR, 2023

Differentially Private Attention Computation.

Yeqi Gao, Zhao Song, Xin Yang

CoRR, 2023

An Over-parameterized Exponential Regression.

Yeqi Gao, Sridhar Mahadevan, Zhao Song

CoRR, 2023

Solving Tensor Low Cycle Rank Approximation.

Yichuan Deng, Yeqi Gao, Zhao Song

Proceedings of the IEEE International Conference on Big Data, 2023

2022

An O(k log n) Time Fourier Set Query Algorithm.

Yeqi Gao, Zhao Song, Baocheng Sun

CoRR, 2022

2021

Optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms.

Ao Zhou, Jianlei Yang, Yeqi Gao, Tong Qiao, Yingjie Qi, Xiaoyi Wang, Yunli Chen, Pengcheng Dai, Weisheng Zhao, Chunming Hu

CoRR, 2021

Brief Industry Paper: optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms.

Ao Zhou, Jianlei Yang, Yeqi Gao, Tong Qiao, Yingjie Qi, Xiaoyi Wang, Yunli Chen, Pengcheng Dai, Weisheng Zhao, Chunming Hu

Proceedings of the 27th IEEE Real-Time and Embedded Technology and Applications Symposium, 2021