Recommender Systems

Towards Reliable Item Sampling for Recommendation Evaluation AAAI 2023 Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation AAAI 2023 UniTRec: A Unified Text-to-Text Transformer and Joint Contrastive Learning Framework for Text-based Recommendation ACL 2023 Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings and the Defense AAAI 2023 User Simulator Assisted Open-ended Conversational Recommendation System ACL 2023 Vertical Federated Graph Neural Network for Recommender System ICML 2023 VIP5: Towards Multimodal Foundation Models for Recommendation EMNLP 2023 Vis2Rec: A Large-Scale Visual Dataset for Visit Recommendation WACV 2023 When Can We Track Significant Preference Shifts in Dueling Bandits? NeurIPS 2023 Win-Win: A Privacy-Preserving Federated Framework for Dual-Target Cross-Domain Recommendation AAAI 2023 Wyze Rule: Federated Rule Dataset for Rule Recommendation Benchmarking NeurIPS 2023 Accelerating Learned Sparse Indexes Via Term Impact Decomposition EMNLP 2022 Accuracy meets Diversity in a News Recommender System COLING 2022 ADFF: Attention Based Deep Feature Fusion Approach for Music Emotion Recognition Interspeech 2022 A Dynamic Meta-Learning Model for Time-Sensitive Cold-Start Recommendations AAAI 2022 Aligning Recommendation and Conversation via Dual Imitation EMNLP 2022 APG: Adaptive Parameter Generation Network for Click-Through Rate Prediction NeurIPS 2022 Argument Mining for Review Helpfulness Prediction EMNLP 2022 A Spectral Approach to Item Response Theory NeurIPS 2022 A Unified Statistical Learning Model for Rankings and Scores with Application to Grant Panel Review JMLR 2022 Automatic Scene-based Topic Channel Construction System for E-Commerce EMNLP 2022 Bandit Learning with Joint Effect of Incentivized Sampling, Delayed Sampling Feedback, and Self-Reinforcing User Preferences ICLR 2022 BeautifAI - Personalised Occasion-based Makeup Recommendation ACML 2022 Black-box Audit of YouTube's Video Recommendation: Investigation of Misinformation Filter Bubble Dynamics (Extended Abstract) IJCAI 2022 Boosting Deep CTR Prediction with a Plug-and-Play Pre-trainer for News Recommendation COLING 2022