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• Deep Learning based Recommender System: A Survey and New Perspectives
  2017 · 656 citations
• Next Item Recommendation with Self-Attention
  2018 · 53 citations
• NeuRec: On Nonlinear Transformation for Personalized Ranking
  2018 · 45 citations
• DeepRec: An Open-source Toolkit for Deep Learning based Recommendation
  2019 · 23 citations
• SelfCF: A Simple Framework for Self-supervised Collaborative Filtering
  2021 · 12 citations
• Pre-training Graph Transformer with Multimodal Side Information for Recommendation
  2020 · 5 citations
• Take a Fresh Look at Recommender Systems from an Evaluation Standpoint
  2022 · 4 citations
• A Survey of Real-World Recommender Systems: Challenges, Constraints, and Industrial Perspectives
  2025 · 2 citations
• Generative Inverse Deep Reinforcement Learning for Online Recommendation
  2020 · 2 citations
• Recommender for Its Purpose: Repeat and Exploration in Food Delivery Recommendations
  2024 · 2 citations
• Retraining A Graph-based Recommender with Interests Disentanglement
  2023 · 1 citations
• Multi-Interest Recommendation: A Survey
  2025