HCFRec: Hash Collaborative Filtering via Normalized Flow with Structural Consensus for Efficient Recommendation May 24, 2022 Collaborative Filtering Recommendation Systems
— Unverified KQGC: Knowledge Graph Embedding with Smoothing Effects of Graph Convolutions for Recommendation May 23, 2022 Entity Embeddings Graph Embedding
— Unverified GBA: A Tuning-free Approach to Switch between Synchronous and Asynchronous Training for Recommendation Model May 23, 2022 Recommendation Systems
— Unverified Heterogeneous Graph Neural Network for Personalized Session-Based Recommendation with User-Session Constraints May 23, 2022 Graph Neural Network Recommendation Systems
— Unverified Fairness in Recommender Systems: Research Landscape and Future Directions May 23, 2022 Fairness Recommendation Systems
Code Code Available Ada-Ranker: A Data Distribution Adaptive Ranking Paradigm for Sequential Recommendation May 22, 2022 Recommendation Systems Sequential Recommendation
Code Code Available Sequential/Session-based Recommendations: Challenges, Approaches, Applications and Opportunities May 22, 2022 Recommendation Systems Session-Based Recommendations
— Unverified Diversity Preference-Aware Link Recommendation for Online Social Networks May 21, 2022 Diversity Recommendation Systems
— Unverified Theoretically Accurate Regularization Technique for Matrix Factorization based Recommender Systems May 21, 2022 Fairness Recommendation Systems
— Unverified Calibration Matters: Tackling Maximization Bias in Large-scale Advertising Recommendation Systems May 19, 2022 Recommendation Systems
Code Code Available Detect Professional Malicious User with Metric Learning in Recommender Systems May 19, 2022 Metric Learning Outlier Detection
— Unverified BARS: Towards Open Benchmarking for Recommender Systems May 19, 2022 Benchmarking Click-Through Rate Prediction
Code Code Available AutoFAS: Automatic Feature and Architecture Selection for Pre-Ranking System May 19, 2022 Information Retrieval Neural Architecture Search
— Unverified A Unified Collaborative Representation Learning for Neural-Network based Recommender Systems May 19, 2022 Metric Learning Recommendation Systems
— Unverified Efficient Mixed Dimension Embeddings for Matrix Factorization May 18, 2022 Recommendation Systems
— Unverified Attention-based Multimodal Feature Representation Model for Micro-video Recommendation May 18, 2022 Recommendation Systems
— Unverified M6-Rec: Generative Pretrained Language Models are Open-Ended Recommender Systems May 17, 2022 Computational Efficiency Conversational Recommendation
— Unverified Experiments on Generalizability of User-Oriented Fairness in Recommender Systems May 17, 2022 Fairness Recommendation Systems
Code Code Available Trustworthy Graph Neural Networks: Aspects, Methods and Trends May 16, 2022 Drug Discovery Edge-computing
— Unverified Mitigating Hidden Confounding Effects for Causal Recommendation May 16, 2022 Multi-Task Learning Recommendation Systems
— Unverified Textual Explanations and Critiques in Recommendation Systems May 15, 2022 Explanation Generation Recommendation Systems
— Unverified PAS: A Position-Aware Similarity Measurement for Sequential Recommendation May 14, 2022 Collaborative Filtering Position
— Unverified Large-Scale Sequential Learning for Recommender and Engineering Systems May 13, 2022 Decision Making Recommendation Systems
— Unverified Addressing Confounding Feature Issue for Causal Recommendation May 13, 2022 Mixture-of-Experts Recommendation Systems
Code Code Available Exploiting Variational Domain-Invariant User Embedding for Partially Overlapped Cross Domain Recommendation May 13, 2022 Recommendation Systems Transfer Learning
— Unverified Causal Estimation of Position Bias in Recommender Systems Using Marketplace Instruments May 12, 2022 Information Retrieval Position
— Unverified Integrating User and Item Reviews in Deep Cooperative Neural Networks for Movie Recommendation May 12, 2022 Movie Recommendation Recommendation Systems
— Unverified kNN-Embed: Locally Smoothed Embedding Mixtures For Multi-interest Candidate Retrieval May 12, 2022 Diversity Graph Mining
— Unverified FPSRS: A Fusion Approach for Paper Submission Recommendation System May 12, 2022 Articles Recommendation Systems
— Unverified CVTT: Cross-Validation Through Time May 11, 2022 Recommendation Systems
— Unverified Recommending Research Papers to Chemists: A Specialized Interface for Chemical Entity Exploration May 11, 2022 Information Retrieval Recommendation Systems
— Unverified Tensor-based Collaborative Filtering With Smooth Ratings Scale May 10, 2022 Collaborative Filtering Recommendation Systems
Code Code Available Bayesian Prior Learning via Neural Networks for Next-item Recommendation May 10, 2022 Privacy Preserving Recommendation Systems
— Unverified Social Inclusion in Curated Contexts: Insights from Museum Practices May 10, 2022 Recommendation Systems
— Unverified StableDR: Stabilized Doubly Robust Learning for Recommendation on Data Missing Not at Random May 10, 2022 Generalization Bounds Imputation
— Unverified Training Personalized Recommendation Systems from (GPU) Scratch: Look Forward not Backwards May 10, 2022 CPU GPU
— Unverified Risk Preferences of Learning Algorithms May 10, 2022 Fairness Recommendation Systems
— Unverified Are Quantum Computers Practical Yet? A Case for Feature Selection in Recommender Systems using Tensor Networks May 9, 2022 Collaborative Filtering Feature Engineering
Code Code Available PinnerFormer: Sequence Modeling for User Representation at Pinterest May 9, 2022 Recommendation Systems
— Unverified Psychologically-Inspired Music Recommendation System May 6, 2022 Music Recommendation Recommendation Systems
— Unverified SUGER: A Subgraph-based Graph Convolutional Network Method for Bundle Recommendation May 5, 2022 Graph Neural Network Recommendation Systems
— Unverified GreenDB: Toward a Product-by-Product Sustainability Database May 5, 2022 Recommendation Systems
Code Code Available End-to-End Image-Based Fashion Recommendation May 5, 2022 Attribute Recommendation Systems
Code Code Available Spiking Graph Convolutional Networks May 5, 2022 Graph Classification Recommendation Systems
Code Code Available Explain and Conquer: Personalised Text-based Reviews to Achieve Transparency May 3, 2022 Collaborative Filtering Language Modelling
— Unverified Analyzing and Simulating User Utterance Reformulation in Conversational Recommender Systems May 3, 2022 Recommendation Systems User Simulation
Code Code Available A Review on Pushing the Limits of Baseline Recommendation Systems with the integration of Opinion Mining & Information Retrieval Techniques May 3, 2022 Collaborative Filtering Information Retrieval
— Unverified Norm-Agnostic Linear Bandits May 3, 2022 Recommendation Systems
— Unverified Knowledge Graph Contrastive Learning for Recommendation May 2, 2022 Contrastive Learning General Knowledge
Code Code Available Toward Knowledge-Enriched Conversational Recommendation Systems May 1, 2022 Conversational Recommendation Knowledge Graphs
— Unverified 