| DualGNN: Dual Graph Neural Network for Multimedia Recommendation | Dec 24, 2021 | Graph Neural NetworkMultimedia recommendation | CodeCode Available | 1 |
| GRCN: Graph-Refined Convolutional Network for Multimedia Recommendation with Implicit Feedback | Nov 3, 2021 | Multimedia recommendationMulti-modal Recommendation | CodeCode Available | 1 |
| Mining Latent Structures for Multimedia Recommendation | Apr 19, 2021 | Collaborative FilteringMultimedia recommendation | CodeCode Available | 1 |
| LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation | Feb 6, 2020 | Collaborative FilteringGraph Classification | CodeCode Available | 1 |
| VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback | Oct 6, 2015 | Multi-modal RecommendationRecommendation Systems | CodeCode Available | 1 |
| RAG-VisualRec: An Open Resource for Vision- and Text-Enhanced Retrieval-Augmented Generation in Recommendation | Jun 25, 2025 | Collaborative FilteringData Augmentation | CodeCode Available | 0 |
| MDE: Modality Discrimination Enhancement for Multi-modal Recommendation | Feb 8, 2025 | cross-modal alignmentMulti-modal Recommendation | —Unverified | 0 |
| Generating Negative Samples for Multi-Modal Recommendation | Jan 25, 2025 | Multi-modal RecommendationRecommendation Systems | —Unverified | 0 |
| QARM: Quantitative Alignment Multi-Modal Recommendation at Kuaishou | Nov 18, 2024 | Multi-modal Recommendation | —Unverified | 0 |
| A Unified Graph Transformer for Overcoming Isolations in Multi-modal Recommendation | Jul 29, 2024 | Graph Neural NetworkMulti-modal Recommendation | —Unverified | 0 |
