CrawlScript / MIG-GTLinks
Source code and dataset of the paper "Modality-Independent Graph Neural Networks with Global Transformers for Multimodal Recommendation", which is accepted by AAAI 2025.
☆46Updated 6 months ago
Alternatives and similar repositories for MIG-GT
Users that are interested in MIG-GT are comparing it to the libraries listed below
Sorting:
- Source code and dataset of the paper "Efficient Heterogeneous Graph Learning via Random Projection"☆97Updated last year
- Source code (PyTorch) and dataset of the paper "MGDCF: Distance Learning via Markov Graph Diffusion for Neural Collaborative Filtering"☆36Updated 6 months ago
- TheWebConf'24 full paper - "Linear-Time Graph Neural Networks for Scalable Recommendations"☆21Updated 4 months ago
- Comprehensive Benchmark Dataset for Dynamic Text-Attributed Graphs☆45Updated last year
- ☆16Updated last year
- [ICLR'2023] "LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation"☆192Updated 2 years ago
- Awesome Graph Condensation Papers, TKDE'25 paper: Graph Condensation: A Survey.☆46Updated 4 months ago
- ACM MM'23: A Tale of Two Graphs: Freezing and Denoising Graph Structures for Multimodal Recommendation☆34Updated 2 years ago
- The source code of SpCo☆34Updated 2 years ago
- [AAAI 2024] Official Pytorch Implementation for "LGMRec: Local and Global Graph Learning for Multimodal Recommendation".☆48Updated 8 months ago
- [SIGIR 2023] LightGT: A Light Graph Transformer for Multimedia Recommendation☆27Updated last year
- ☆24Updated last year
- [KDD'2023] "AdaGCL: Adaptive Graph Contrastive Learning for Recommendation"☆66Updated last year
- [WWW'2024] "GraphPro: Graph Pre-training and Prompt Learning for Recommendation"☆69Updated last year
- TransGNN, SIGIR 2024☆60Updated last year
- The official implementation of "Robust Preference-Guided Denoising for Graph based Social Recommendation" (WWW'23)☆29Updated last year
- This repository is the official implementation of "Dynamic Graph Information Bottleneck (DGIB)" accepted by the research tracks of The We…☆16Updated last year
- Papers about Graph Contrastive Learning and Graph Self-supervised Learning on Graphs with Heterophily☆37Updated 2 years ago
- The official implement of SIGKDD'24 paper: ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs☆34Updated last year
- ☆186Updated last year
- Implement of our TKDE paper: Hyperbolic Graph Learning for Social Recommendation☆13Updated last year
- ☆34Updated 2 years ago
- ☆26Updated last year
- PyTorch implementation of "Spectral Heterogeneous Graph Convolutions via Positive Noncommutative Polynomials."☆19Updated 10 months ago
- Label-free Node Classification on Graphs with Large Language Models (LLMS)☆87Updated 2 years ago
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆252Updated 7 months ago
- [CIKM '24] Implementation of "Multi-Behavior Generative Recommendation"☆45Updated last year
- A PyTorch implementation of "Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks?" (KDD 2025)☆28Updated 2 weeks ago
- A Survey of Learning from Graphs with Heterophily☆152Updated 8 months ago
- Benchmark☆105Updated last year