Recommender Systems

GRU4RecBE: A Hybrid Session-Based Movie Recommendation System (Student Abstract) AAAI 2022 HCFRec: Hash Collaborative Filtering via Normalized Flow with Structural Consensus for Efficient Recommendation IJCAI 2022 Improving Personalized Explanation Generation through Visualization ACL 2022 Improving Relevance Quality in Product Search using High-Precision Query-Product Semantic Similarity ACL 2022 Incorporating Bias-aware Margins into Contrastive Loss for Collaborative Filtering NeurIPS 2022 Infinite Recommendation Networks: A Data-Centric Approach NeurIPS 2022 Intelligent Online Selling Point Extraction for E-commerce Recommendation AAAI 2022 In the Eye of the Beholder: Robust Prediction with Causal User Modeling NeurIPS 2022 It's Time for Artistic Correspondence in Music and Video CVPR 2022 Leaping through Time with Gradient-Based Adaptation for Recommendation AAAI 2022 Learning Contrastive Multi-View Graphs for Recommendation (Student Abstract) AAAI 2022 Learning Personalized Item-to-Item Recommendation Metric via Implicit Feedback AISTATS 2022 Learning When and What to Quote: A Quotation Recommender System with Mutual Promotion of Recommendation and Generation EMNLP 2022 Linear Bandit Algorithms with Sublinear Time Complexity ICML 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 MINER: Multi-Interest Matching Network for News Recommendation ACL 2022 MLP4Rec: A Pure MLP Architecture for Sequential Recommendations IJCAI 2022 Modeling Attrition in Recommender Systems with Departing Bandits AAAI 2022 MTRec: Multi-Task Learning over BERT for News Recommendation ACL 2022 Multi-Dimensional Prediction of Guild Health in Online Games: A Stability-Aware Multi-Task Learning Approach AAAI 2022 Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation ACL 2022 Multi-slots Online Matching with High Entropy ICML 2022 Multi-View Intent Disentangle Graph Networks for Bundle Recommendation AAAI 2022