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Some random thoughts on graph

2 minute read

Some random thoughts on graph

纵使晴明无雨色，入云深处亦沾衣。–wet in the depths of the clouds.

less than 1 minute read

纵使晴明无雨色，入云深处亦沾衣。

When do GNNs work and when not in Node Classification

19 minute read

When do GNNs work and when not in Node Classification

Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs

1 minute read

Graph Machine Learning

47 minute read

This blog is wroten with the help of Yuanqi Du and Yanbang Wang. See full contents in AI4science blog 101

naive understanding on research

2 minute read

What is good research: my persepective.

Dream in PhD

1 minute read

Last day, my first paper is accepted by Neurips2022. Although this is not the first accept paper, but it also means a lot to me. On those busy days, I ask my...

Matrix Factorization

11 minute read

Matrix Factorization – a graph perspective

Rethinking AI, A new perspective

less than 1 minute read

AI走向意识深处

A review on deeper GNN

32 minute read

A review on problematic deeper GNN

A review on graph classification

28 minute read

A review on Graph Classification

Highlight of Linear Algebra

2 minute read

$Ax=b$, $Ax=\lambda x$ $Av=\sigma u$, $\min{ \frac{||Ax||^2}{||x||^2}}$

2021年终总结 (Year End)

less than 1 minute read

2021年终总结 (Year End)

A review on heterophily graphs

21 minute read

A review on heterophily graph

读书笔记Maybe you should talk to someone

less than 1 minute read

读书笔记Maybe you should talk to someone

Source Free Unsupervised Graph Domain Adaptation

27 minute read

Source Free Unsupervised Graph Domain Adaptation

CIKM2021

11 minute read

CIKM2021|Best Short Paper|Neuron Campaign for Intialization Guided by Informaiton Bottleneck Theory