recommender system

GRAM: Fast Fine-tuning of Pre-trained Language Models for Content-based Collaborative Filtering NAACL 2022 Graph Convolution Network based Recommender Systems: Learning Guarantee and Item Mixture Powered Strategy NeurIPS 2022 GRU4RecBE: A Hybrid Session-Based Movie Recommendation System (Student Abstract) AAAI 2022 Incorporating Bias-aware Margins into Contrastive Loss for Collaborative Filtering NeurIPS 2022 In the Eye of the Beholder: Robust Prediction with Causal User Modeling NeurIPS 2022 Know Your Action Set: Learning Action Relations for Reinforcement Learning ICLR 2022 Leaping through Time with Gradient-Based Adaptation for Recommendation AAAI 2022 Learning Contrastive Multi-View Graphs for Recommendation (Student Abstract) AAAI 2022 Learning from a Learning User for Optimal Recommendations ICML 2022 Learning When and What to Quote: A Quotation Recommender System with Mutual Promotion of Recommendation and Generation EMNLP 2022 Low-Pass Graph Convolutional Network for Recommendation AAAI 2022 Matrix Completion with Covariate Information and Informative Missingness JMLR 2022 Meta-Learning for Online Update of Recommender Systems AAAI 2022 Modeling Attrition in Recommender Systems with Departing Bandits AAAI 2022 Multi-Armed Bandit Problem with Temporally-Partitioned Rewards: When Partial Feedback Counts IJCAI 2022 Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation ACL 2022 Multi-View Intent Disentangle Graph Networks for Bundle Recommendation AAAI 2022 Neural Contextual Bandits without Regret AISTATS 2022 Obtaining Calibrated Probabilities with Personalized Ranking Models AAAI 2022 Off-Policy Evaluation for Large Action Spaces via Embeddings ICML 2022 Online Certification of Preference-Based Fairness for Personalized Recommender Systems AAAI 2022 On the Generalizability and Predictability of Recommender Systems NeurIPS 2022 On the Opportunity of Causal Learning in Recommendation Systems: Foundation, Estimation, Prediction and Challenges IJCAI 2022 Poisoning Deep Learning Based Recommender Model in Federated Learning Scenarios IJCAI 2022 Prior-Guided Transfer Learning for Enhancing Item Representation in E-commerce AAAI 2022