[AAAI'25] MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation
☆39Oct 26, 2025Updated 6 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
- [AAAI 2024] Official Pytorch Implementation for "LGMRec: Local and Global Graph Learning for Multimodal Recommendation".☆50Mar 9, 2026Updated last month
- 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☆37Nov 15, 2023Updated 2 years ago
- Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs☆13Jan 28, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆16Jul 19, 2024Updated last year
- [SIGIR 2023] LightGT: A Light Graph Transformer for Multimedia Recommendation☆28Apr 5, 2026Updated last month
- ☆18Jan 11, 2024Updated 2 years ago
- general recommendation system and multimodal recommendation system☆27Apr 8, 2026Updated 3 weeks ago
- 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☆66Aug 3, 2023Updated 2 years ago
- [SIGIR2024] BIGCF: Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative Filtering☆15Aug 1, 2024Updated last year
- BeFA: A General Behavior-driven Feature Adapter for Multimedia Recommendation☆13Feb 21, 2025Updated last year
- [SIGIR'25] Code of "Generative Recommender with End-to-End Learnable Item Tokenization".☆27Apr 17, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Multi-View Graph Convolutional Network for Multimedia Recommendation☆53Apr 14, 2025Updated last year
- DualGNN: Dual Graph Neural Network for Micro-video Recommendation☆17Apr 8, 2026Updated 3 weeks ago
- ☆13Dec 13, 2023Updated 2 years ago
- G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation☆20Mar 5, 2025Updated last year
- [SIGIR25] Unveiling Contrastive Learning‘ Capability of Neighborhood Aggregation for Collaborative Filtering☆16Jul 22, 2025Updated 9 months ago
- The code repo for our AAAI-25 paper 'Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation'☆48Apr 15, 2025Updated last year
- ☆23Mar 16, 2026Updated last month
- ☆50Nov 24, 2024Updated last year
- ☆25May 20, 2025Updated 11 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆13Jul 28, 2023Updated 2 years ago
- A curated list of awesome resources about multimodal recommender systems.☆465Oct 9, 2025Updated 6 months ago
- Implementation of the WWW'23 paper "Toward Degree Bias in Embedding-Based Knowledge Graph Completion"☆15Jun 17, 2023Updated 2 years ago
- Efficient Multimodal Foundation Model Adaptation for Recommendation☆48Feb 26, 2026Updated 2 months ago
- Official source code for AAAI 2025 paper: Augmenting Sequential Recommendation with Balanced Relevance and Diversity☆25Apr 16, 2025Updated last year
- [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)☆30Jun 17, 2025Updated 10 months ago
- ☆42May 24, 2023Updated 2 years ago
- Disentangled Graph Variational Auto-Encoder for Multimodal Recommendation with Interpretability, IEEE TMM☆15Jun 3, 2025Updated 11 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [CIKM2023] HyperFormer: Enhancing Entity and Relation Interaction for Hyper-Relational Knowledge Graph Completion☆16Nov 26, 2024Updated last year
- [WWW'2024] "PromptMM: Multi-Modal Knowledge Distillation for Recommendation with Prompt-Tuning"☆53Mar 20, 2024Updated 2 years ago
- Uncovering Selective State Space Model's Capabilities in Lifelong Sequential Recommendation☆35May 8, 2024Updated last year
- KDD 2024 | FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction☆18Sep 4, 2024Updated last year
- [RelKD'24] Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models☆121Apr 7, 2025Updated last year
- A unified framework for recommender system attacking☆34Mar 29, 2024Updated 2 years ago
- [ICLR 2025] The implementation of paper "Preference Diffusion for Recommendation"☆27Apr 21, 2025Updated last year