| Online Distillation-enhanced Multi-modal Transformer for Sequential Recommendation | Aug 8, 2023 | Collaborative FilteringMulti-modal Recommendation | CodeCode Available | 1 | 5 |
| Self-Supervised Learning for Multimedia Recommendation | Jun 30, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| Teach Me How to Denoise: A Universal Framework for Denoising Multi-modal Recommender Systems via Guided Calibration | Apr 19, 2025 | DenoisingKnowledge Distillation | CodeCode Available | 1 | 5 |
| Towards Bridging the Cross-modal Semantic Gap for Multi-modal Recommendation | Jul 7, 2024 | cross-modal alignmentMulti-modal Recommendation | CodeCode Available | 1 | 5 |
| A Tale of Two Graphs: Freezing and Denoising Graph Structures for Multimodal Recommendation | Nov 13, 2022 | DenoisingGraph structure learning | CodeCode Available | 1 | 5 |
| UMAIR-FPS: User-aware Multi-modal Animation Illustration Recommendation Fusion with Painting Style | Feb 16, 2024 | Image GenerationMulti-modal Recommendation | CodeCode Available | 0 | 5 |
| MMGCN: Multi-modal Graph Convolution Network for Personalized Recommendation of Micro-video | Oct 19, 2019 | Microvideo RecommendationMicro-video recommendations | CodeCode Available | 0 | 5 |
| RAG-VisualRec: An Open Resource for Vision- and Text-Enhanced Retrieval-Augmented Generation in Recommendation | Jun 25, 2025 | Collaborative FilteringData Augmentation | CodeCode Available | 0 | 5 |
| Multi-Modal Recommendation Unlearning for Legal, Licensing, and Modality Constraints | May 24, 2024 | Multi-modal RecommendationRecommendation Systems | —Unverified | 0 | 0 |
| A Unified Graph Transformer for Overcoming Isolations in Multi-modal Recommendation | Jul 29, 2024 | Graph Neural NetworkMulti-modal Recommendation | —Unverified | 0 | 0 |
