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Recommender Systems

315 papers

Papers per year

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Papers

TADI: Topic-aware Attention and Powerful Dual-encoder Interaction for Recall in News Recommendation EMNLP 2023
Propensity Matters: Measuring and Enhancing Balancing for Recommendation ICML 2023
Representer Point Selection for Explaining Regularized High-dimensional Models ICML 2023
On the Generalizability and Predictability of Recommender Systems NIPS 2022
DreamShard: Generalizable Embedding Table Placement for Recommender Systems NIPS 2022
Uplifting Bandits NIPS 2022
Product Ranking for Revenue Maximization with Multiple Purchases NIPS 2022
Diversified Recommendations for Agents with Adaptive Preferences NIPS 2022
Parameter-free Dynamic Graph Embedding for Link Prediction NIPS 2022
GBA: A Tuning-free Approach to Switch between Synchronous and Asynchronous Training for Recommendation Models NIPS 2022
FPAdaMetric: False-Positive-Aware Adaptive Metric Learning for Session-Based Recommendation AAAI 2022
Meta-Learning for Online Update of Recommender Systems AAAI 2022
Obtaining Calibrated Probabilities with Personalized Ranking Models AAAI 2022
Cross-Task Knowledge Distillation in Multi-Task Recommendation AAAI 2022
Multi-View Intent Disentangle Graph Networks for Bundle Recommendation AAAI 2022
Modeling Attrition in Recommender Systems with Departing Bandits AAAI 2022
DiPS: Differentiable Policy for Sketching in Recommender Systems AAAI 2022
SMINet: State-Aware Multi-Aspect Interests Representation Network for Cold-Start Users Recommendation AAAI 2022
Prior-Guided Transfer Learning for Enhancing Item Representation in E-commerce AAAI 2022
Data-Driven Real-Time Strategic Placement of Mobile Vaccine Distribution Sites AAAI 2022
GRU4RecBE: A Hybrid Session-Based Movie Recommendation System (Student Abstract) AAAI 2022
Conditional Collaborative Filtering Process for Top-K Recommender System (Student Abstract) AAAI 2022
EasySM: A Data-Driven Intelligent Decision Support System for Server Merge AAAI 2022
FORCE: A Framework of Rule-Based Conversational Recommender System AAAI 2022
QuoteR: A Benchmark of Quote Recommendation for Writing ACL 2022