| Multi-Modal Self-Supervised Learning for Recommendation | Feb 21, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 2 |
| Modality-Balanced Learning for Multimedia Recommendation | Jul 26, 2024 | Collaborative Filteringcounterfactual | CodeCode Available | 1 |
| BeFA: A General Behavior-driven Feature Adapter for Multimedia Recommendation | Jun 1, 2024 | Multimedia recommendationRecommendation Systems | CodeCode Available | 1 |
| MONET: Modality-Embracing Graph Convolutional Network and Target-Aware Attention for Multimedia Recommendation | Dec 15, 2023 | Multimedia recommendationRecommendation Systems | CodeCode Available | 1 |
| Formalizing Multimedia Recommendation through Multimodal Deep Learning | Sep 11, 2023 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| Multi-View Graph Convolutional Network for Multimedia Recommendation | Aug 7, 2023 | Multimedia recommendation | CodeCode Available | 1 |
| LightGT: A Light Graph Transformer for Multimedia Recommendation | Jul 18, 2023 | Collaborative FilteringMicrovideo Recommendation | CodeCode Available | 1 |
| Self-Supervised Learning for Multimedia Recommendation | Jun 30, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| 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 |
