Recommender Systems

Recurrent Collaborative Filtering for Unifying General and Sequential Recommender IJCAI 2018 Sampling for Approximate Bipartite Network Projection IJCAI 2018 Sequential Recommender System based on Hierarchical Attention Networks IJCAI 2018 Submodularity on Hypergraphs: From Sets to Sequences AISTATS 2018 Task-Guided and Semantic-Aware Ranking for Academic Author-Paper Correlation Inference IJCAI 2018 Thread Popularity Prediction and Tracking with a Permutation-invariant Model EMNLP 2018 Translation-based Recommendation: A Scalable Method for Modeling Sequential Behavior IJCAI 2018 Unorganized Malicious Attacks Detection NeurIPS 2018 Using Aspect Extraction Approaches to Generate Review Summaries and User Profiles NAACL 2018 Using Contextual Bandits with Behavioral Constraints for Constrained Online Movie Recommendation IJCAI 2018 Your Tweets Reveal What You Like: Introducing Cross-media Content Information into Multi-domain Recommendation IJCAI 2018 A Meta-Learning Perspective on Cold-Start Recommendations for Items NeurIPS 2017 A Model for Accountable Ordinal Sorting IJCAI 2017 Balancing information exposure in social networks NeurIPS 2017 Basket-Sensitive Personalized Item Recommendation IJCAI 2017 Bayesian Boolean Matrix Factorisation ICML 2017 Beyond Parity: Fairness Objectives for Collaborative Filtering NeurIPS 2017 Category-aware Next Point-of-Interest Recommendation via Listwise Bayesian Personalized Ranking IJCAI 2017 Collaborative Rating Allocation IJCAI 2017 Constructive Recommendation IJCAI 2017 Context Attentive Bandits: Contextual Bandit with Restricted Context IJCAI 2017 Cross-Domain Recommendation: An Embedding and Mapping Approach IJCAI 2017 CYUT at IJCNLP-2017 Task 3: System Report for Review Opinion Diversification IJCNLP 2017 DeepFM: A Factorization-Machine based Neural Network for CTR Prediction IJCAI 2017 Deep Matrix Factorization Models for Recommender Systems IJCAI 2017