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• Interactive Recommender System via Knowledge Graph-enhanced Reinforcement Learning
  2020 · 160 citations
• An Efficient Neighborhood-based Interaction Model for Recommendation on Heterogeneous Graph
  2020 · 113 citations
• Large Language Models Make Sample-Efficient Recommender Systems
  2024 · 11 citations
• Large-scale Interactive Recommendation with Tree-structured Policy Gradient
  2018 · 10 citations
• Towards Efficient and Effective Unlearning of Large Language Models for Recommendation
  2024 · 8 citations
• A Survey on Diffusion Models for Recommender Systems
  2024 · 5 citations
• Context-aware Reranking with Utility Maximization for Recommendation
  2021 · 4 citations
• Lifelong Personalized Low-Rank Adaptation of Large Language Models for Recommendation
  2024 · 2 citations
• A Comprehensive Survey on Retrieval Methods in Recommender Systems
  2024 · 1 citations
• Efficiency Unleashed: Inference Acceleration for LLM-based Recommender Systems with Speculative Decoding
  2024
• D2K: Turning Historical Data into Retrievable Knowledge for Recommender Systems
  2024
• Efficient and Deployable Knowledge Infusion for Open-World Recommendations via Large Language Models
  2024
• Why Not Together? A Multiple-Round Recommender System for Queries and Items
  2024