Is Solving Graph Neural Tangent Kernel Equivalent to Training Graph Neural Network?

14 September 2023

Papers citing "Is Solving Graph Neural Tangent Kernel Equivalent to Training Graph Neural Network?"

6 / 6 papers shown

Title
Bypassing the Exponential Dependency: Looped Transformers Efficiently Learn In-context by Multi-step Gradient Descent Bo Chen Xiaoyu Li Yingyu Liang Zhenmei Shi Zhao-quan Song 86 19 0 15 Oct 2024
A Comprehensive Graph Pooling Benchmark: Effectiveness, Robustness and Generalizability Pengyun Wang Junyu Luo Yanxin Shen Siyu Heng Xiao Luo 44 1 0 13 Jun 2024
Asymptotic generalization error of a single-layer graph convolutional network O. Duranthon L. Zdeborová MLT 35 2 0 06 Feb 2024
An Iterative Algorithm for Rescaled Hyperbolic Functions Regression Yeqi Gao Zhao-quan Song Junze Yin 23 33 0 01 May 2023
Low Rank Matrix Completion via Robust Alternating Minimization in Nearly Linear Time Yuzhou Gu Zhao-quan Song Junze Yin Licheng Zhang 16 26 0 21 Feb 2023
Bypass Exponential Time Preprocessing: Fast Neural Network Training via Weight-Data Correlation Preprocessing Josh Alman Jiehao Liang Zhao-quan Song Ruizhe Zhang Danyang Zhuo 69 31 0 25 Nov 2022