qitianwu / SGFormer
The official implementation for NeurIPS2023 paper "SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations"
☆206Updated last month
Related projects: ⓘ
- The official implementation for ICLR23 spotlight paper "DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion"☆291Updated last month
- [ICML 2023] An official source code for paper "Dink-Net: Neural Clustering on Large Graphs".☆274Updated 8 months ago
- Code for EMNLP2023 paper "MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter".☆71Updated 6 months ago
- [AAAI 2023] An official source code for paper Hard Sample Aware Network for Contrastive Deep Graph Clustering.☆254Updated last year
- [AAAI 2022] An official source code for paper Deep Graph Clustering via Dual Correlation Reduction.☆215Updated last year
- Code for TH-GNN (paper accepted by KDD2022)☆66Updated 5 months ago
- Implementation of the Knowledge Transferable Graph Neural Network (KTGNN), published on WWW2023☆57Updated last year
- AAAI'2024☆14Updated last month
- MGFN: Multi-Graph Fusion Networks for Urban Region Embedding (MGFN, https://fanxlxmu.github.io/publication/ijcai22/) was accepted by IJCA…☆214Updated 3 months ago
- Few-Shot Graph Learning for Molecular Property Prediction☆133Updated last year
- Implementation of ICML'24 Paper "Less is More: on the Over-Globalizing Problem in Graph Transformers"☆28Updated 3 months ago
- [ICLR'24] Enhancing Healthcare Predictions with Personalized Knowledge Graphs☆154Updated 5 months ago
- This is the official code repository for "Graph Neural Networks are Inherently Good Generalizers: Insights by Bridging GNNs and MLPs", wh…☆81Updated 3 months ago
- NeurIPS'22 Spotlight paper "Hierarchical Graph Transformer with Adaptive Node Sampling"☆45Updated 11 months ago
- [ICLR 2024] VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs☆72Updated 6 months ago
- NAGphormer: A Tokenized Graph Transformer for Node Classification in Large Graphs☆106Updated 6 months ago
- Benchmark for Multi-Scenario-Recommendation.☆21Updated last month
- Source code for how powerful are K-hop message passing graph neural networks (Neurips 2022)☆61Updated 9 months ago
- TransGNN, SIGIR 2024☆27Updated 2 months ago
- GraphMAE2: A Decoding-Enhanced Masked Self-Supervised Graph Learner in WWW'23☆132Updated last year
- The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classifica…☆286Updated 6 months ago
- Advances on machine learning of graphs, covering the reading list of recent top academic conferences.☆153Updated 4 months ago
- Implementation of TKDE20 paper ''BTWalk: Branching Tree Random Walk for Multi-order Structured Network Embedding''☆25Updated last year
- Directional diffusion models☆27Updated 10 months ago
- The official implementation for ICLR23 paper "GNNSafe: Energy-based Out-of-Distribution Detection for Graph Neural Networks"☆68Updated last year
- The code repository for the paper: Peijie et al., Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering. IEEE…☆109Updated last month
- Kolmogorov Arnold Networks (KANs) for Graph Neural Networks (GNNs) and Tasks on Graphs☆51Updated 4 months ago
- This repository is the official implementation of "Hyperbolic Geometric Latent Diffusion Model for Graph Generation (HypDiff)" accepted b…☆12Updated 4 months ago
- Official code repository of CBGBench: Fill in the Blank of Protein-Molecule Complex Binding Graph☆177Updated this week
- [ICML 2022] Local Augmentation for Graph Neural Networks☆63Updated 3 months ago