Topic-Centric Explanations for News Recommendation Jun 13, 2023 Articles Explainable Recommendation
Code Code Available NFTs to MARS: Multi-Attention Recommender System for NFTs Jun 13, 2023 Graph Attention Multi-Task Learning
— Unverified Interpolating Item and User Fairness in Multi-Sided Recommendations Jun 12, 2023 Fairness Recommendation Systems
— Unverified Enhancing Topic Extraction in Recommender Systems with Entropy Regularization Jun 12, 2023 Recommendation Systems Word Embeddings
— Unverified Securing Visually-Aware Recommender Systems: An Adversarial Image Reconstruction and Detection Framework Jun 11, 2023 Contrastive Learning Image Reconstruction
— Unverified Mean-Variance Efficient Collaborative Filtering for Stock Recommendation Jun 11, 2023 Collaborative Filtering Computational Efficiency
— Unverified Skellam Rank: Fair Learning to Rank Algorithm Based on Poisson Process and Skellam Distribution for Recommender Systems Jun 11, 2023 Fairness Learning-To-Rank
— Unverified Spectral gap-based deterministic tensor completion Jun 9, 2023 Recommendation Systems
— Unverified Bayesian Knowledge-driven Critiquing with Indirect Evidence Jun 9, 2023 Bayesian Inference Knowledge Graphs
— Unverified Knowledge Enhanced Multi-Domain Recommendations in an AI Assistant Application Jun 9, 2023 Knowledge Graphs Recommendation Systems
— Unverified Interactive Explanation with Varying Level of Details in an Explainable Scientific Literature Recommender System Jun 9, 2023 Explainable Recommendation Recommendation Systems
— Unverified COURIER: Contrastive User Intention Reconstruction for Large-Scale Visual Recommendation Jun 8, 2023 Attribute Click-Through Rate Prediction
Code Code Available Safe Collaborative Filtering Jun 8, 2023 Collaborative Filtering Computational Efficiency
Code Code Available Vague Preference Policy Learning for Conversational Recommendation Jun 7, 2023 Attribute Conversational Recommendation
— Unverified XInsight: Revealing Model Insights for GNNs with Flow-based Explanations Jun 7, 2023 Drug Discovery Graph Classification
— Unverified PANE-GNN: Unifying Positive and Negative Edges in Graph Neural Networks for Recommendation Jun 7, 2023 Denoising Graph Representation Learning
— Unverified Constraint-based recommender system for crisis management simulations Jun 7, 2023 Management Recommendation Systems
— Unverified Set-to-Sequence Ranking-based Concept-aware Learning Path Recommendation Jun 7, 2023 Decoder Knowledge Tracing
— Unverified Answering Compositional Queries with Set-Theoretic Embeddings Jun 7, 2023 Attribute Recommendation Systems
— Unverified Tree based Progressive Regression Model for Watch-Time Prediction in Short-video Recommendation Jun 6, 2023 Recommendation Systems regression
— Unverified Transferable Adversarial Robustness for Categorical Data via Universal Robust Embeddings Jun 6, 2023 Adversarial Robustness Fraud Detection
Code Code Available CTRL: Connect Collaborative and Language Model for CTR Prediction Jun 5, 2023 Click-Through Rate Prediction Language Modeling
— Unverified Construction d'un système de recommandation basé sur des contraintes via des graphes de connaissances Jun 5, 2023 Knowledge Graphs Recommendation Systems
— Unverified Gen-IR @ SIGIR 2023: The First Workshop on Generative Information Retrieval Jun 5, 2023 Answer Generation Information Retrieval
— Unverified Personalized Federated Domain Adaptation for Item-to-Item Recommendation Jun 5, 2023 Domain Adaptation Federated Learning
— Unverified Large Language Model Augmented Narrative Driven Recommendations Jun 4, 2023 Data Augmentation Language Modeling
Code Code Available STUDY: Socially Aware Temporally Causal Decoder Recommender Systems Jun 2, 2023 Decoder Recommendation Systems
— Unverified Hierarchical Reinforcement Learning for Modeling User Novelty-Seeking Intent in Recommender Systems Jun 2, 2023 Hierarchical Reinforcement Learning Recommendation Systems
— Unverified A Survey on Explainability of Graph Neural Networks Jun 2, 2023 Drug Discovery Recommendation Systems
— Unverified Système de recommandations basé sur les contraintes pour les simulations de gestion de crise Jun 2, 2023 Management Recommendation Systems
— Unverified Reducing Popularity Bias in Recommender Systems through AUC-Optimal Negative Sampling Jun 2, 2023 Fairness Recommendation Systems
Code Code Available Semi-supervised Community Detection via Structural Similarity Metrics Jun 1, 2023 Community Detection Recommendation Systems
— Unverified A Multi-Modal Latent-Features based Service Recommendation System for the Social Internet of Things Jun 1, 2023 Recommendation Systems
— Unverified Cook-Gen: Robust Generative Modeling of Cooking Actions from Recipes Jun 1, 2023 Food recommendation Nutrition
Code Code Available A Survey on Fairness-aware Recommender Systems Jun 1, 2023 Decision Making Fairness
— Unverified Dynamic Neighborhood Construction for Structured Large Discrete Action Spaces May 31, 2023 Benchmarking Recommendation Systems
Code Code Available Representer Point Selection for Explaining Regularized High-dimensional Models May 31, 2023 Binary Classification Collaborative Filtering
— Unverified Criteria Tell You More than Ratings: Criteria Preference-Aware Light Graph Convolution for Effective Multi-Criteria Recommendation May 30, 2023 Computational Efficiency Recommendation Systems
Code Code Available Robust Reinforcement Learning Objectives for Sequential Recommender Systems May 30, 2023 Offline RL Recommendation Systems
Code Code Available The News Delivery Channel Recommendation Based on Granular Neural Network May 30, 2023 Collaborative Filtering Deep Learning
— Unverified Human Body Shape Classification Based on a Single Image May 29, 2023 Benchmarking Classification
— Unverified Graph Exploration Matters: Improving both individual-level and system-level diversity in WeChat Feed Recommender May 29, 2023 Diversity Recommendation Systems
— Unverified Pure Spectral Graph Embeddings: Reinterpreting Graph Convolution for Top-N Recommendation May 28, 2023 Collaborative Filtering Recommendation Systems
Code Code Available DotHash: Estimating Set Similarity Metrics for Link Prediction and Document Deduplication May 27, 2023 Link Prediction Recommendation Systems
Code Code Available Choosing the Right Weights: Balancing Value, Strategy, and Noise in Recommender Systems May 27, 2023 Misinformation Recommendation Systems
— Unverified CARAMEL: A Succinct Read-Only Lookup Table via Compressed Static Functions May 26, 2023 Recommendation Systems
— Unverified Justification vs. Transparency: Why and How Visual Explanations in a Scientific Literature Recommender System May 26, 2023 Explainable Recommendation Recommendation Systems
— Unverified Mitigating Exploitation Bias in Learning to Rank with an Uncertainty-aware Empirical Bayes Approach May 26, 2023 Learning-To-Rank Recommendation Systems
— Unverified FARA: Future-aware Ranking Algorithm for Fairness Optimization May 26, 2023 Exposure Fairness Fairness
Code Code Available Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning May 25, 2023 Contrastive Learning Information Retrieval
— Unverified 