Kwongfei
M.S. student in computer science, mainly interested in Graph Neural Networks, Large Language Models, and AI for Health.
SZU
Pinned Repositories
ACM-GNN
NeurIPS 2022, Revisiting Heterophily For Graph Neural Networks, official PyTorch implementation for Adaptive Channel Mixing (ACM) GNN framework
AdvTech2022
AKGNN
The source code for Adaptive Kernel Graph Neural Network at AAAI2022
DropEdge
This is a Pytorch implementation of paper: DropEdge: Towards Deep Graph Convolutional Networks on Node Classification
EIGNN
We add the citation network datasets into the implementation of EIGNN.
FaceRecogition_PCA_LDA
Matlab Code
GGCN
Codes for "Two Sides of the Same Coin: Heterophily and Oversmoothing in Graph Convolutional Neural Networks"
LRSVM
This is the code for LRSVM in paper "Support Vector Machine with Discriminative Low-Rank Embedding"
szuletter
深圳大学信纸模板
Theater
这是一个电影订票系统，包括前端和后端
Kwongfei's Repositories
Kwongfei/LRSVM
This is the code for LRSVM in paper "Support Vector Machine with Discriminative Low-Rank Embedding"
Kwongfei/szuletter
深圳大学信纸模板
Kwongfei/Theater
这是一个电影订票系统，包括前端和后端
Kwongfei/ACM-GNN
NeurIPS 2022, Revisiting Heterophily For Graph Neural Networks, official PyTorch implementation for Adaptive Channel Mixing (ACM) GNN framework
Kwongfei/AdvTech2022
Kwongfei/AKGNN
The source code for Adaptive Kernel Graph Neural Network at AAAI2022
Kwongfei/DropEdge
This is a Pytorch implementation of paper: DropEdge: Towards Deep Graph Convolutional Networks on Node Classification
Kwongfei/EIGNN
We add the citation network datasets into the implementation of EIGNN.
Kwongfei/FaceRecogition_PCA_LDA
Matlab Code
Kwongfei/GGCN
Codes for "Two Sides of the Same Coin: Heterophily and Oversmoothing in Graph Convolutional Neural Networks"
Kwongfei/GNN-LF-HF
WWW2021: Interpreting and Unifying Graph Neural Networks with An Optimization Framework
Kwongfei/GraphKAN-Graph-Kolmogorov-Arnold-Networks
Kwongfei/H2GCN-PyTorch
A pytorch implementation of H2GCN raised in the paper "Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs".
Kwongfei/Kwongfei.github.io
My academic personal websites, forked from mmistakes/minimal-mistakes
Kwongfei/LLaVA-Med
Large Language-and-Vision Assistant for Biomedicine, built towards multimodal GPT-4 level capabilities.
Kwongfei/SGFormer
The official implementation for NeurIPS2023 paper "SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations"