Dynamic Ranking and Translation Synchronization Jul 4, 2022 Recommendation Systems Translation
Code Code Available Learning to Rank with Small Set of Ground Truth Data Jul 4, 2022 Information Retrieval Learning-To-Rank
— Unverified Collaboration-Aware Graph Convolutional Network for Recommender Systems Jul 3, 2022 Recommendation Systems
Code Code Available Improving Conversational Recommendation Systems’ Quality with Context-Aware Item Meta-Information Jul 1, 2022 Conversational Recommendation Knowledge Graphs
— Unverified Harmless Transfer Learning for Item Embeddings Jul 1, 2022 Recommendation Systems Transfer Learning
— Unverified Modelling Users with Item Metadata for Explainable and Interactive Recommendation Jul 1, 2022 Collaborative Filtering Interactive Recommendation
Code Code Available Customized Conversational Recommender Systems Jun 30, 2022 Meta-Learning Recommendation Systems
— Unverified Ranking In Generalized Linear Bandits Jun 30, 2022 Diversity Multi-Armed Bandits
Code Code Available Using Person Embedding to Enrich Features and Data Augmentation for Classification Jun 30, 2022 BIG-bench Machine Learning Classification
— Unverified Detecting Arbitrary Order Beneficial Feature Interactions for Recommender Systems Jun 28, 2022 Recommendation Systems
Code Code Available Cooperative Retriever and Ranker in Deep Recommenders Jun 28, 2022 Knowledge Distillation Recommendation Systems
Code Code Available Item Recommendation Using User Feedback Data and Item Profile Jun 28, 2022 Collaborative Filtering Management
— Unverified Meta-Wrapper: Differentiable Wrapping Operator for User Interest Selection in CTR Prediction Jun 28, 2022 Bilevel Optimization Click-Through Rate Prediction
— Unverified Supply-Side Equilibria in Recommender Systems Jun 27, 2022 Recommendation Systems
Code Code Available A Simple and Scalable Tensor Completion Algorithm via Latent Invariant Constraint for Recommendation System Jun 27, 2022 Recommendation Systems Tensor Decomposition
— Unverified Quality Metrics in Recommender Systems: Do We Calculate Metrics Consistently? Jun 26, 2022 Recommendation Systems
— Unverified Efficiently Leveraging Multi-level User Intent for Session-based Recommendation via Atten-Mixer Network Jun 26, 2022 Recommendation Systems Session-Based Recommendations
Code Code Available Towards Representation Alignment and Uniformity in Collaborative Filtering Jun 26, 2022 Collaborative Filtering Graph Neural Network
Code Code Available The Bandwagon Effect: Not Just Another Bias Jun 25, 2022 Recommendation Systems Selection bias
Code Code Available Debiasing Learning for Membership Inference Attacks Against Recommender Systems Jun 24, 2022 Recommendation Systems
Code Code Available Efficient and Accurate Top-K Recovery from Choice Data Jun 23, 2022 Information Retrieval Learning-To-Rank
— Unverified LightFR: Lightweight Federated Recommendation with Privacy-preserving Matrix Factorization Jun 23, 2022 Privacy Preserving Recommendation Systems
— Unverified ReuseKNN: Neighborhood Reuse for Differentially-Private KNN-Based Recommendations Jun 23, 2022 Recommendation Systems
Code Code Available On the Generalizability and Predictability of Recommender Systems Jun 23, 2022 Meta-Learning Recommendation Systems
Code Code Available Rethinking Collaborative Metric Learning: Toward an Efficient Alternative without Negative Sampling Jun 23, 2022 Metric Learning Recommendation Systems
— Unverified Shilling Black-box Recommender Systems by Learning to Generate Fake User Profiles Jun 23, 2022 Generative Adversarial Network Recommendation Systems
Code Code Available Intelligent Request Strategy Design in Recommender System Jun 23, 2022 Causal Inference counterfactual
— Unverified Proximity Graph Maintenance for Fast Online Nearest Neighbor Search Jun 22, 2022 Quantization Recommendation Systems
— Unverified Synthetic Data-Based Simulators for Recommender Systems: A Survey Jun 22, 2022 Recommendation Systems Survey
— Unverified DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation Jun 22, 2022 Benchmarking Recommendation Systems
Code Code Available Adaptive Domain Interest Network for Multi-domain Recommendation Jun 20, 2022 Domain Adaptation Recommendation Systems
— Unverified Fairness-aware Model-agnostic Positive and Unlabeled Learning Jun 19, 2022 Binary Classification Decision Making
— Unverified Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning Jun 19, 2022 Language Modelling Prompt Learning
Code Code Available Attention-based Dynamic Subspace Learners for Medical Image Analysis Jun 18, 2022 Clustering Image Clustering
— Unverified Boosting Factorization Machines via Saliency-Guided Mixup Jun 17, 2022 Recommendation Systems
Code Code Available Challenges and Opportunities in Deep Reinforcement Learning with Graph Neural Networks: A Comprehensive review of Algorithms and Applications Jun 16, 2022 Deep Reinforcement Learning Recommendation Systems
— Unverified "Why Here and Not There?" -- Diverse Contrasting Explanations of Dimensionality Reduction Jun 15, 2022 Data Visualization Dimensionality Reduction
Code Code Available Rethinking Reinforcement Learning for Recommendation: A Prompt Perspective Jun 15, 2022 Recommendation Systems reinforcement-learning
— Unverified RecBole 2.0: Towards a More Up-to-Date Recommendation Library Jun 15, 2022 Benchmarking Data Augmentation
Code Code Available Born for Auto-Tagging: Faster and better with new objective functions Jun 15, 2022 Articles Keyword Extraction
— Unverified TransRec: Learning Transferable Recommendation from Mixture-of-Modality Feedback Jun 13, 2022 Recommendation Systems Transfer Learning
— Unverified Towards Universal Sequence Representation Learning for Recommender Systems Jun 13, 2022 Mixture-of-Experts Recommendation Systems
Code Code Available A Matrix Decomposition Model Based on Feature Factors in Movie Recommendation System Jun 12, 2022 Attribute Collaborative Filtering
— Unverified Parameter Convex Neural Networks Jun 11, 2022 Graph Attention Recommendation Systems
— Unverified Learning to Rank Rationales for Explainable Recommendation Jun 10, 2022 Explainable Recommendation Learning-To-Rank
Code Code Available Deep Meta-learning in Recommendation Systems: A Survey Jun 9, 2022 Meta-Learning Recommendation Systems
— Unverified Comprehensive Fair Meta-learned Recommender System Jun 9, 2022 counterfactual Fairness
Code Code Available Uplifting Bandits Jun 8, 2022 Marketing Recommendation Systems
— Unverified A Survey on the Fairness of Recommender Systems Jun 8, 2022 Fairness Recommendation Systems
— Unverified Reconsidering Learning Objectives in Unbiased Recommendation with Unobserved Confounders Jun 7, 2022 Generalization Bounds Knowledge Distillation
— Unverified 