HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation Apr 11, 2022 Knowledge-Aware Recommendation Recommendation Systems
Code Code Available Heterogeneous Acceleration Pipeline for Recommendation System Training Apr 11, 2022 CPU GPU
— Unverified PICASSO: Unleashing the Potential of GPU-centric Training for Wide-and-deep Recommender Systems Apr 11, 2022 CPU GPU
Code Code Available Reinforcement Re-ranking with 2D Grid-based Recommendation Panels Apr 11, 2022 Recommendation Systems Re-Ranking
— Unverified IA-GCN: Interactive Graph Convolutional Network for Recommendation Apr 8, 2022 Collaborative Filtering Recommendation Systems
Code Code Available Single-shot Embedding Dimension Search in Recommender System Apr 7, 2022 Click-Through Rate Prediction Recommendation Systems
— Unverified Introducing a Framework and a Decision Protocol to Calibrate Recommender Systems Apr 7, 2022 Fairness Recommendation Systems
— Unverified Musical Information Extraction from the Singing Voice Apr 7, 2022 Information Retrieval Music Information Retrieval
— Unverified Vertical Allocation-based Fair Exposure Amortizing in Ranking Apr 6, 2022 Exposure Fairness Fairness
— Unverified MGDCF: Distance Learning via Markov Graph Diffusion for Neural Collaborative Filtering Apr 5, 2022 Collaborative Filtering Multi-modal Recommendation
Code Code Available CARCA: Context and Attribute-Aware Next-Item Recommendation via Cross-Attention Apr 4, 2022 Attribute Recommendation Systems
Code Code Available Tensor Completion with Provable Consistency and Fairness Guarantees for Recommender Systems Apr 4, 2022 Fairness Recommendation Systems
— Unverified A Comprehensive Survey on Automated Machine Learning for Recommendations Apr 4, 2022 AutoML BIG-bench Machine Learning
— Unverified CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender System Apr 4, 2022 Causal Inference counterfactual
Code Code Available ESCM^2: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate Estimation Apr 3, 2022 counterfactual Recommendation Systems
Code Code Available A Dynamic Meta-Learning Model for Time-Sensitive Cold-Start Recommendations Apr 3, 2022 Meta-Learning Recommendation Systems
— Unverified VRKG4Rec: Virtual Relational Knowledge Graphs for Recommendation Apr 3, 2022 Knowledge Graphs Recommendation Systems
Code Code Available Optimizing generalized Gini indices for fairness in rankings Apr 2, 2022 Fairness Recommendation Systems
— Unverified Entity-Centric Query Refinement Apr 2, 2022 Language Modelling Recommendation Systems
— Unverified Transformer-Empowered Content-Aware Collaborative Filtering Apr 2, 2022 Collaborative Filtering Contrastive Learning
— Unverified Learning to Augment for Casual User Recommendation Apr 2, 2022 Data Augmentation Recommendation Systems
— Unverified On the Adaptation to Concept Drift for CTR Prediction Apr 1, 2022 Click-Through Rate Prediction Incremental Learning
— Unverified Sequential Recommendation with Causal Behavior Discovery Apr 1, 2022 Causal Discovery Recommendation Systems
— Unverified Studying the Impact of Data Disclosure Mechanism in Recommender Systems via Simulation Apr 1, 2022 Decision Making Federated Learning
— Unverified FedRecAttack: Model Poisoning Attack to Federated Recommendation Apr 1, 2022 Federated Learning model
Code Code Available i-Razor: A Differentiable Neural Input Razor for Feature Selection and Dimension Search in DNN-Based Recommender Systems Apr 1, 2022 Click-Through Rate Prediction Feature Engineering
Code Code Available Leveraging Privacy Profiles to Empower Users in the Digital Society Apr 1, 2022 Ethics Recommendation Systems
— Unverified Cross-Domain Recommendation to Cold-Start Users via Variational Information Bottleneck Mar 31, 2022 Recommendation Systems
Code Code Available Self-Supervised Learning for Recommender Systems: A Survey Mar 29, 2022 Recommendation Systems Self-Supervised Learning
Code Code Available Near-optimality for infinite-horizon restless bandits with many arms Mar 29, 2022 Active Learning Management
— Unverified Revisiting Neighborhood-based Link Prediction for Collaborative Filtering Mar 29, 2022 Collaborative Filtering Graph Neural Network
— Unverified Specialized Document Embeddings for Aspect-based Similarity of Research Papers Mar 28, 2022 Document Classification Recommendation Systems
Code Code Available BARCOR: Towards A Unified Framework for Conversational Recommendation Systems Mar 27, 2022 Conversational Recommendation Recommendation Systems
— Unverified Distributed data analytics Mar 26, 2022 Cloud Computing Fraud Detection
— Unverified Transfer of codebook latent factors for cross-domain recommendation with non-overlapping data Mar 26, 2022 Collaborative Filtering Recommendation Systems
— Unverified Data Augmentation Strategies for Improving Sequential Recommender Systems Mar 26, 2022 Data Augmentation Recommendation Systems
— Unverified AutoML for Deep Recommender Systems: A Survey Mar 25, 2022 AutoML feature selection
— Unverified Modeling Attrition in Recommender Systems with Departing Bandits Mar 25, 2022 Multi-Armed Bandits Recommendation Systems
— Unverified Movie Genre Classification by Language Augmentation and Shot Sampling Mar 24, 2022 Action Recognition Boundary Detection
Code Code Available Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5) Mar 24, 2022 Language Modeling Language Modelling
Code Code Available Deep Multi-View Learning for Tire Recommendation Mar 23, 2022 MULTI-VIEW LEARNING Recommendation Systems
— Unverified PEAR: Personalized Re-ranking with Contextualized Transformer for Recommendation Mar 23, 2022 Recommendation Systems Re-Ranking
— Unverified Privacy-Preserving Personalized Fitness Recommender System (P3FitRec): A Multi-level Deep Learning Approach Mar 23, 2022 Privacy Preserving Recommendation Systems
Code Code Available Explainability in reinforcement learning: perspective and position Mar 22, 2022 Articles Position
— Unverified Making Recommender Systems Forget: Learning and Unlearning for Erasable Recommendation Mar 22, 2022 Collaborative Filtering Machine Unlearning
— Unverified Explicit User Manipulation in Reinforcement Learning Based Recommender Systems Mar 20, 2022 Recommendation Systems reinforcement-learning
— Unverified Recognising the importance of preference change: A call for a coordinated multidisciplinary research effort in the age of AI Mar 20, 2022 Diversity Recommendation Systems
— Unverified TDR-CL: Targeted Doubly Robust Collaborative Learning for Debiased Recommendations Mar 19, 2022 Imputation Recommendation Systems
— Unverified Meta-Learning for Online Update of Recommender Systems Mar 19, 2022 Meta-Learning Recommendation Systems
Code Code Available Learning Personalized Item-to-Item Recommendation Metric via Implicit Feedback Mar 18, 2022 Metric Learning Recommendation Systems
— Unverified 