[AAAI'25] MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation
☆37Oct 26, 2025Updated 5 months ago
Alternatives and similar repositories for MENTOR
Users that are interested in MENTOR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- WWW'24, Mirror Gradient (MG) makes multimodal recommendation models approach flat local minima easier compared to models with normal trai…☆17Nov 1, 2024Updated last year
- The complete codes of the paper "Multimodal Graph Contrastive Learning for Recommendation"☆10Mar 20, 2023Updated 3 years ago
- [AAAI 2024] Official Pytorch Implementation for "LGMRec: Local and Global Graph Learning for Multimodal Recommendation".☆49Mar 9, 2026Updated 2 weeks ago
- PMMRec: Multi-Modality is All You Need for Transferable Recommender Systems☆23Aug 8, 2023Updated 2 years ago
- [WSDM 2025] Source code for "Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation".☆37Dec 22, 2024Updated last year
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- A Toolbox for MultiModal Recommendation. Integrating 10+ Models...☆640Jun 16, 2025Updated 9 months ago
- ☆16Jul 19, 2024Updated last year
- [WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"☆225Jun 20, 2024Updated last year
- [SIGIR 2023] LightGT: A Light Graph Transformer for Multimedia Recommendation☆28Nov 13, 2024Updated last year
- ☆18Jan 11, 2024Updated 2 years ago
- Source code and dataset of the paper "Modality-Independent Graph Neural Networks with Global Transformers for Multimodal Recommendation",…☆52May 13, 2025Updated 10 months ago
- general recommendation system and multimodal recommendation system☆26Mar 13, 2026Updated last week
- Formalizing Multimedia Recommendation through Multimodal Deep Learning, accepted in ACM Transactions on Recommender Systems.☆19Jul 2, 2024Updated last year
- Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23☆64Aug 3, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- [SIGIR2024] BIGCF: Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative Filtering☆14Aug 1, 2024Updated last year
- Missing Modality Generation for Recommendaton☆37Apr 24, 2025Updated 11 months ago
- [SIGIR'25] Code of "Generative Recommender with End-to-End Learnable Item Tokenization".☆24Apr 17, 2025Updated 11 months ago
- Multi-View Graph Convolutional Network for Multimedia Recommendation☆52Apr 14, 2025Updated 11 months ago
- DualGNN: Dual Graph Neural Network for Micro-video Recommendation☆16Oct 27, 2021Updated 4 years ago
- ☆13Dec 13, 2023Updated 2 years ago
- RecDCL: Dual Contrastive Learning for Recommendation (WWW'24, Oral)☆30Jul 6, 2024Updated last year
- G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation☆20Mar 5, 2025Updated last year
- ☆20Mar 16, 2026Updated last week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The code repo for our AAAI-25 paper 'Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation'☆46Apr 15, 2025Updated 11 months ago
- ☆11Jul 28, 2023Updated 2 years ago
- ☆12Jul 17, 2024Updated last year
- ☆49Nov 24, 2024Updated last year
- ☆24May 20, 2025Updated 10 months ago
- [KDD'25] Flow Matching for Collaborative Filtering☆21Sep 6, 2025Updated 6 months ago
- A curated list of awesome resources about multimodal recommender systems.☆456Oct 9, 2025Updated 5 months ago
- Efficient Multimodal Foundation Model Adaptation for Recommendation☆47Feb 26, 2026Updated last month
- Official source code for AAAI 2025 paper: Augmenting Sequential Recommendation with Balanced Relevance and Diversity☆24Apr 16, 2025Updated 11 months ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- [CIKM'24] Self-Supervision Improves Diffusion Models for Tabular Data Imputation☆17Sep 20, 2024Updated last year
- Codes for Hierarchical Time-Aware Mixture of Experts for Multi-Modal Sequential Recommendation (WWW2025)☆28Jun 17, 2025Updated 9 months ago
- ☆42May 24, 2023Updated 2 years ago
- Disentangled Graph Variational Auto-Encoder for Multimodal Recommendation with Interpretability, IEEE TMM☆15Jun 3, 2025Updated 9 months ago
- [WWW'2024] "PromptMM: Multi-Modal Knowledge Distillation for Recommendation with Prompt-Tuning"☆54Mar 20, 2024Updated 2 years ago
- A Survey of Poisoning Attacks and Defenses in Recommender Systems☆41Feb 28, 2026Updated 3 weeks ago
- [RelKD'24] Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models☆120Apr 7, 2025Updated 11 months ago