[AAAI'25] MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation
☆35Oct 26, 2025Updated 4 months ago
Alternatives and similar repositories for MENTOR
Users that are interested in MENTOR are comparing it to the libraries listed below
Sorting:
- The complete codes of the paper "Multimodal Graph Contrastive Learning for Recommendation"☆10Mar 20, 2023Updated 2 years ago
- [AAAI 2024] Official Pytorch Implementation for "LGMRec: Local and Global Graph Learning for Multimodal Recommendation".☆49Mar 24, 2025Updated 11 months ago
- PMMRec: Multi-Modality is All You Need for Transferable Recommender Systems☆23Aug 8, 2023Updated 2 years ago
- ACM MM'23: A Tale of Two Graphs: Freezing and Denoising Graph Structures for Multimodal Recommendation☆36Nov 15, 2023Updated 2 years ago
- Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs☆13Jan 28, 2025Updated last year
- ☆16Jul 19, 2024Updated last year
- ☆18Jan 11, 2024Updated 2 years ago
- [SIGIR2024] BIGCF: Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative Filtering☆14Aug 1, 2024Updated last year
- [WSDM 2025] Source code for "Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation".☆36Dec 22, 2024Updated last year
- [SIGIR 2023] LightGT: A Light Graph Transformer for Multimedia Recommendation☆28Nov 13, 2024Updated last year
- A Toolbox for MultiModal Recommendation. Integrating 10+ Models...☆619Jun 16, 2025Updated 8 months ago
- general recommendation system and multimodal recommendation system☆26Feb 8, 2026Updated 3 weeks ago
- [WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"☆225Jun 20, 2024Updated last year
- ☆24May 20, 2025Updated 9 months ago
- Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23☆61Aug 3, 2023Updated 2 years ago
- Missing Modality Generation for Recommendaton☆37Apr 24, 2025Updated 10 months ago
- Source code and dataset of the paper "Modality-Independent Graph Neural Networks with Global Transformers for Multimodal Recommendation",…☆51May 13, 2025Updated 9 months ago
- Formalizing Multimedia Recommendation through Multimodal Deep Learning, accepted in ACM Transactions on Recommender Systems.☆19Jul 2, 2024Updated last year
- ☆13Jul 28, 2023Updated 2 years ago
- G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation☆20Mar 5, 2025Updated last year
- BeFA: A General Behavior-driven Feature Adapter for Multimedia Recommendation☆13Feb 21, 2025Updated last year
- [KDD'25] Flow Matching for Collaborative Filtering☆20Sep 6, 2025Updated 5 months ago
- [SIGIR'25] Code of "Generative Recommender with End-to-End Learnable Item Tokenization".☆23Apr 17, 2025Updated 10 months ago
- ☆11Jul 28, 2023Updated 2 years ago
- ☆13Dec 13, 2023Updated 2 years ago
- ☆20Jun 17, 2024Updated last year
- [CIKM2023] HyperFormer: Enhancing Entity and Relation Interaction for Hyper-Relational Knowledge Graph Completion☆16Nov 26, 2024Updated last year
- DualGNN: Dual Graph Neural Network for Micro-video Recommendation☆16Oct 27, 2021Updated 4 years ago
- Efficient Multimodal Foundation Model Adaptation for Recommendation☆47Feb 26, 2026Updated last week
- Official source code for AAAI 2025 paper: Augmenting Sequential Recommendation with Balanced Relevance and Diversity☆23Apr 16, 2025Updated 10 months ago
- KDD 2024 | FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction☆17Sep 4, 2024Updated last year
- Implementation of the WWW'23 paper "Toward Degree Bias in Embedding-Based Knowledge Graph Completion"☆15Jun 17, 2023Updated 2 years ago
- ☆49Nov 24, 2024Updated last year
- ☆42May 24, 2023Updated 2 years ago
- [ICLR 2025] The implementation of paper "Preference Diffusion for Recommendation"☆23Apr 21, 2025Updated 10 months ago
- Code implementations of TimeAutoDiff☆26Jan 7, 2026Updated last month
- [WWW'2024] "PromptMM: Multi-Modal Knowledge Distillation for Recommendation with Prompt-Tuning"☆52Mar 20, 2024Updated last year
- RecDCL: Dual Contrastive Learning for Recommendation (WWW'24, Oral)☆30Jul 6, 2024Updated last year
- Source code for HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation. SIGIR 2022.☆30Dec 5, 2022Updated 3 years ago