Recommender Systems

DiPS: Differentiable Policy for Sketching in Recommender Systems AAAI 2022 Diversified Recommendations for Agents with Adaptive Preferences NeurIPS 2022 DreamShard: Generalizable Embedding Table Placement for Recommender Systems NeurIPS 2022 EasySM: A Data-Driven Intelligent Decision Support System for Server Merge AAAI 2022 Ekko: A Large-Scale Deep Learning Recommender System with Low-Latency Model Update OSDI 2022 FORCE: A Framework of Rule-Based Conversational Recommender System AAAI 2022 FPAdaMetric: False-Positive-Aware Adaptive Metric Learning for Session-Based Recommendation AAAI 2022 Frequency-aware SGD for Efficient Embedding Learning with Provable Benefits ICLR 2022 From Intervention to Domain Transportation: A Novel Perspective to Optimize Recommendation ICLR 2022 GBA: A Tuning-free Approach to Switch between Synchronous and Asynchronous Training for Recommendation Models NeurIPS 2022 GRU4RecBE: A Hybrid Session-Based Movie Recommendation System (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 Leveraging Similar Users for Personalized Language Modeling with Limited Data ACL 2022 Meta-Learning for Online Update of Recommender Systems AAAI 2022 MINER: Multi-Interest Matching Network for News Recommendation ACL 2022 Modeling Attrition in Recommender Systems with Departing Bandits AAAI 2022 MovingFashion: A Benchmark for the Video-To-Shop Challenge WACV 2022 Multi-View Intent Disentangle Graph Networks for Bundle Recommendation AAAI 2022 NAIST-NICT-TIT WMT22 General MT Task Submission EMNLP 2022 Obtaining Calibrated Probabilities with Personalized Ranking Models AAAI 2022 On the Generalizability and Predictability of Recommender Systems NeurIPS 2022 Parameter-free Dynamic Graph Embedding for Link Prediction NeurIPS 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