Social Recommendation with Self-Supervised Metagraph Informax Network Oct 8, 2021 Collaborative Filtering Graph Neural Network
Code Code Available Optimizing Oil and Gas Acquisitions Using Recommender Systems Oct 7, 2021 Decision Making Recommendation Systems
— Unverified Recent Advances in Heterogeneous Relation Learning for Recommendation Oct 7, 2021 Recommendation Systems Relation
— Unverified Doing Data Right: How Lessons Learned Working with Conventional Data should Inform the Future of Synthetic Data for Recommender Systems Oct 7, 2021 Recommendation Systems
— Unverified Inferring Substitutable and Complementary Products with Knowledge-Aware Path Reasoning based on Dynamic Policy Network Oct 7, 2021 Decision Making Knowledge Graphs
— Unverified Two-level monotonic multistage recommender systems Oct 6, 2021 Prediction Recommendation Systems
— Unverified Optimized Recommender Systems with Deep Reinforcement Learning Oct 6, 2021 Deep Reinforcement Learning Recommendation Systems
Code Code Available Learning the Optimal Recommendation from Explorative Users Oct 6, 2021 Recommendation Systems
— Unverified Investigating Health-Aware Smart-Nudging with Machine Learning to Help People Pursue Healthier Eating-Habits Oct 5, 2021 Decision Making Recommendation Systems
— Unverified Live Multi-Streaming and Donation Recommendations via Coupled Donation-Response Tensor Factorization Oct 5, 2021 Recommendation Systems
— Unverified Revisiting SVD to generate powerful Node Embeddings for Recommendation Systems Oct 5, 2021 Graph Representation Learning Recommendation Systems
— Unverified An energy-based model for neuro-symbolic reasoning on knowledge graphs Oct 4, 2021 Automated Theorem Proving Graph Embedding
Code Code Available Multiversal Simulacra: Understanding Hypotheticals and Possible Worlds Through Simulation Oct 2, 2021 Position Recommendation Systems
— Unverified One-Bit Matrix Completion with Differential Privacy Oct 2, 2021 Collaborative Filtering Matrix Completion
— Unverified A Study on Using Transfer Learning to Improve BERT Model for Emotional Classification of Chinese Lyrics Oct 1, 2021 Classification Emotion Classification
— Unverified Fast Multi-Resolution Transformer Fine-tuning for Extreme Multi-label Text Classification Oct 1, 2021 Multi Label Text Classification Multi-Label Text Classification
— Unverified SAM: A Self-adaptive Attention Module for Context-Aware Recommendation System Oct 1, 2021 Recommendation Systems Representation Learning
— Unverified Causal Matrix Completion Sep 30, 2021 Matrix Completion Recommendation Systems
Code Code Available A Friend Recommendation System using Semantic Based KNN Algorithm Sep 30, 2021 All Form
— Unverified Iterative Memory Network for Long Sequential User Behavior Modeling in Recommender Systems Sep 29, 2021 Recommendation Systems
— Unverified On strong convergence of the two-tower model for recommender system Sep 29, 2021 Recommendation Systems Vocal Bursts Valence Prediction
— Unverified AestheticNet: Reducing bias in facial data sets under ethical considerations Sep 29, 2021 Facial Beauty Prediction Fairness
— Unverified A Multi-Task Learning Algorithm for Non-personalized Recommendations Sep 29, 2021 Collaborative Filtering Multi-Task Learning
— Unverified MURO: Deployment Constrained Reinforcement Learning with Model-based Uncertainty Regularized Batch Optimization Sep 29, 2021 Recommendation Systems reinforcement-learning
— Unverified Interest-based Item Representation Framework for Recommendation with Multi-Interests Capsule Network Sep 29, 2021 Recommendation Systems Representation Learning
— Unverified Informative Robust Causal Representation for Generalizable Deep Learning Sep 29, 2021 counterfactual Deep Learning
— Unverified Incorporating User-Item Similarity in Hybrid Neighborhood-based Recommendation System Sep 29, 2021 Collaborative Filtering Recommendation Systems
— Unverified Learning Pseudometric-based Action Representations for Offline Reinforcement Learning Sep 29, 2021 Offline RL Recommendation Systems
— Unverified Bandit Learning with Joint Effect of Incentivized Sampling, Delayed Sampling Feedback, and Self-Reinforcing User Preferences Sep 29, 2021 Recommendation Systems
— Unverified Know Your Action Set: Learning Action Relations for Reinforcement Learning Sep 29, 2021 Graph Attention Recommendation Systems
Code Code Available CareGraph: A Graph-based Recommender System for Diabetes Self-Care Sep 29, 2021 Click-Through Rate Prediction Knowledge Graph Embeddings
— Unverified Boost-RS: Boosted Embeddings for Recommender Systems and its Application to Enzyme-Substrate Interaction Prediction Sep 28, 2021 Attribute Auxiliary Learning
Code Code Available Dynamic Ranking with the BTL Model: A Nearest Neighbor based Rank Centrality Method Sep 28, 2021 Recommendation Systems
Code Code Available Concept-Aware Denoising Graph Neural Network for Micro-Video Recommendation Sep 28, 2021 Denoising Graph Neural Network
— Unverified Exploring The Role of Local and Global Explanations in Recommender Systems Sep 27, 2021 Recommendation Systems
— Unverified New Hybrid Techniques for Business Recommender Systems Sep 27, 2021 Recommendation Systems
— Unverified A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions Sep 27, 2021 graph construction Graph Neural Network
Code Code Available ICPE: An Item Cluster-Wise Pareto-Efficient Framework for Recommendation Debiasing Sep 27, 2021 counterfactual Counterfactual Inference
— Unverified Review of Clustering-Based Recommender Systems Sep 27, 2021 Clustering Diversity
— Unverified Deep Exploration for Recommendation Systems Sep 26, 2021 Recommendation Systems Thompson Sampling
— Unverified SimpleX: A Simple and Strong Baseline for Collaborative Filtering Sep 26, 2021 Collaborative Filtering Recommendation Systems
Code Code Available Dynamic Sequential Graph Learning for Click-Through Rate Prediction Sep 26, 2021 Click-Through Rate Prediction Graph Learning
— Unverified Learning Neural Templates for Recommender Dialogue System Sep 25, 2021 Decoder Dialogue Generation
Code Code Available Adversarial Neural Trip Recommendation Sep 24, 2021 Decoder Recommendation Systems
— Unverified Dynamic inference of user context through social tag embedding for music recommendation Sep 23, 2021 Music Recommendation Recommendation Systems
— Unverified Language Models as Recommender Systems: Evaluations and Limitations Sep 22, 2021 Movie Recommendation Recommendation Systems
— Unverified Exploring Heterogeneous Metadata for Video Recommendation with Two-tower Model Sep 22, 2021 Recommendation Systems Vocal Bursts Valence Prediction
— Unverified Weighted Low Rank Matrix Approximation and Acceleration Sep 22, 2021 Dimensionality Reduction Low-Rank Matrix Completion
— Unverified A Survey on Reinforcement Learning for Recommender Systems Sep 22, 2021 Explainable Recommendation Interactive Recommendation
— Unverified Context-aware Tree-based Deep Model for Recommender Systems Sep 22, 2021 Recommendation Systems Retrieval
— Unverified 