Repositories tagged with "graph-transformer"
graphtransformer
graphdeeplearning
โGraph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.โ
awesome-graph-transformer
wehos
โPapers about graph transformers. โ
GraphGPS
rampasek
โRecipe for a General, Powerful, Scalable Graph Transformerโ
Graph-Transformer
daiquocnguyen
โUniversal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)โ
NodeFormer
qitianwu
โThe official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification"โ
DIFFormer
โThe official implementation for ICLR23 spotlight paper "DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion"โ
PDFormer
BUAABIGSCity
โ[AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.โ
gnn-lspe
vijaydwivedi75
โSource code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022โ
SAT
BorgwardtLab
โOfficial Pytorch code for Structure-Aware Transformer.โ
DrugEx
XuhanLiu
โDeep learning toolkit for Drug Design with Pareto-based Multi-Objective optimization in Polypharmacologyโ
Transformer-M
lsj2408
โ[ICLR 2023] One Transformer Can Understand Both 2D & 3D Molecular Data (official implementation)โ
gtos
jcyk
โCode for AAAI2020 paper "Graph Transformer for Graph-to-Sequence Learning"โ
carte
soda-inria
โRepository for CARTE: Context-Aware Representation of Table Entriesโ
lrgb
โLong Range Graph Benchmark, NeurIPS 2022 Track on D&Bโ
STWave
LMissher
โ[ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networksโ
EmT
yi-ding-cs
โ[TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition. โ
GMT
JinheonBaek
โOfficial Code Repository for the paper "Accurate Learning of Graph Representations with Graph Multiset Pooling" (ICLR 2021)โ
SignNet-BasisNet
cptq
โSignNet and BasisNetโ
