| Hyperbolic Contrastive Learning with Model-augmentation for Knowledge-aware Recommendation | May 13, 2025 | Contrastive LearningKnowledge-Aware Recommendation | CodeCode Available | 1 |
| Comprehending Knowledge Graphs with Large Language Models for Recommender Systems | Oct 16, 2024 | Knowledge-Aware RecommendationKnowledge Graphs | —Unverified | 0 |
| Knowledge-aware Dual-side Attribute-enhanced Recommendation | Mar 24, 2024 | AttributeCollaborative Filtering | CodeCode Available | 0 |
| Self-Supervised Dynamic Hypergraph Recommendation based on Hyper-Relational Knowledge Graph | Aug 15, 2023 | Collaborative FilteringKnowledge-Aware Recommendation | —Unverified | 0 |
| Knowledge-refined Denoising Network for Robust Recommendation | Apr 28, 2023 | DenoisingKnowledge-Aware Recommendation | CodeCode Available | 1 |
| Hierarchical and Contrastive Representation Learning for Knowledge-aware Recommendation | Apr 15, 2023 | Contrastive LearningKnowledge-Aware Recommendation | —Unverified | 0 |
| Improving Knowledge-aware Recommendation with Multi-level Interactive Contrastive Learning | Aug 22, 2022 | Contrastive LearningKnowledge-Aware Recommendation | CodeCode Available | 1 |
| Multi-level Cross-view Contrastive Learning for Knowledge-aware Recommender System | Apr 19, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation | Apr 11, 2022 | Knowledge-Aware RecommendationRecommendation Systems | CodeCode Available | 1 |
| Attentive Knowledge-aware Graph Convolutional Networks with Collaborative Guidance for Personalized Recommendation | Sep 5, 2021 | Click-Through Rate PredictionKnowledge-Aware Recommendation | —Unverified | 0 |
| Modeling Scale-free Graphs with Hyperbolic Geometry for Knowledge-aware Recommendation | Aug 14, 2021 | Knowledge-Aware RecommendationKnowledge Graphs | —Unverified | 0 |
| Knowledge-guided Deep Reinforcement Learning for Interactive Recommendation | Apr 17, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Ekar: An Explainable Method for Knowledge Aware Recommendation | Jun 22, 2019 | Knowledge-Aware RecommendationKnowledge Graphs | CodeCode Available | 2 |
| KB4Rec: A Dataset for Linking Knowledge Bases with Recommender Systems | Jul 30, 2018 | Knowledge-Aware RecommendationRecommendation Systems | CodeCode Available | 1 |
