Contrastive Learning for Sequential Recommendation Oct 27, 2020 Contrastive Learning Data Augmentation
Code Code Available Multimodal Topic Learning for Video Recommendation Oct 26, 2020 Computational Efficiency Recommendation Systems
— Unverified Attentive Autoencoders for Multifaceted Preference Learning in One-class Collaborative Filtering Oct 24, 2020 Collaborative Filtering Recommendation Systems
— Unverified XDM: Improving Sequential Deep Matching with Unclicked User Behaviors for Recommender System Oct 24, 2020 Metric Learning Recommendation Systems
Code Code Available Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation Oct 24, 2020 Knowledge Graphs Question Answering
Code Code Available Content-Based Personalized Recommender System Using Entity Embeddings Oct 24, 2020 BIG-bench Machine Learning Entity Embeddings
— Unverified Short Video-based Advertisements Evaluation System: Self-Organizing Learning Approach Oct 23, 2020 Recommendation Systems
— Unverified NGAT4Rec: Neighbor-Aware Graph Attention Network For Recommendation Oct 23, 2020 Collaborative Filtering Graph Attention
— Unverified Pre-training Graph Transformer with Multimodal Side Information for Recommendation Oct 23, 2020 Recommendation Systems Unsupervised Pre-training
— Unverified Regret in Online Recommendation Systems Oct 23, 2020 Recommendation Systems
— Unverified Metapath- and Entity-aware Graph Neural Network for Recommendation Oct 22, 2020 Graph Neural Network Link Prediction
Code Code Available Mixed-Precision Embedding Using a Cache Oct 21, 2020 GPU Quantization
— Unverified Learning to Embed Categorical Features without Embedding Tables for Recommendation Oct 21, 2020 Collaborative Filtering Natural Language Understanding
— Unverified Deep learning-based citation recommendation system for patents Oct 21, 2020 Citation Recommendation Deep Learning
— Unverified A Critical Study on Data Leakage in Recommender System Offline Evaluation Oct 21, 2020 Collaborative Filtering Recommendation Systems
Code Code Available On Application of Block Kaczmarz Methods in Matrix Factorization Oct 20, 2020 Collaborative Filtering Recommendation Systems
Code Code Available Leveraging the structure of musical preference in content-aware music recommendation Oct 20, 2020 Collaborative Filtering Music Recommendation
— Unverified CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational Recommendation Oct 20, 2020 Conversational Recommendation Recommendation Systems
Code Code Available Learning to Build User-tag Profile in Recommendation System (UTPM) Oct 19, 2020 Multi-Label Classification MUlTI-LABEL-ClASSIFICATION
Code Code Available Poincare: Recommending Publication Venues via Treatment Effect Estimation Oct 19, 2020 Causal Inference Recommendation Systems
Code Code Available Training Recommender Systems at Scale: Communication-Efficient Model and Data Parallelism Oct 18, 2020 Recommendation Systems
— Unverified Comprehensive Empirical Evaluation of Deep Learning Approaches for Session-based Recommendation in E-Commerce Oct 17, 2020 Recommendation Systems Session-Based Recommendations
Code Code Available Check-N-Run: A Checkpointing System for Training Deep Learning Recommendation Models Oct 17, 2020 Quantization Recommendation Systems
— Unverified Quantum-Inspired Classical Algorithm for Principal Component Regression Oct 16, 2020 Recommendation Systems regression
— Unverified Adaptive Dense-to-Sparse Paradigm for Pruning Online Recommendation System with Non-Stationary Data Oct 16, 2020 Recommendation Systems
— Unverified PrivNet: Safeguarding Private Attributes in Transfer Learning for Recommendation Oct 16, 2020 Privacy Preserving Recommendation Systems
— Unverified Stochastic Bandits with Vector Losses: Minimizing ^-Norm of Relative Losses Oct 15, 2020 Multi-Armed Bandits Recommendation Systems
— Unverified Hierarchical Text Interaction for Rating Prediction Oct 15, 2020 Collaborative Filtering Prediction
— Unverified Consumer Behaviour in Retail: Next Logical Purchase using Deep Neural Network Oct 14, 2020 Marketing Recommendation Systems
— Unverified Modurec: Recommender Systems with Feature and Time Modulation Oct 13, 2020 Collaborative Filtering Recommendation Systems
Code Code Available Aspect-based Document Similarity for Research Papers Oct 13, 2020 Document Classification Recommendation Systems
Code Code Available Temporal Collaborative Filtering with Graph Convolutional Neural Networks Oct 13, 2020 Collaborative Filtering Graph Neural Network
— Unverified Projection techniques to update the truncated SVD of evolving matrices Oct 13, 2020 Recommendation Systems
— Unverified Context-Aware Drive-thru Recommendation Service at Fast Food Restaurants Oct 13, 2020 Recommendation Systems
— Unverified Assessing the Helpfulness of Review Content for Explaining Recommendations Oct 13, 2020 Recommendation Systems
— Unverified Neural Representations in Hybrid Recommender Systems: Prediction versus Regularization Oct 12, 2020 Prediction Recommendation Systems
Code Code Available Large Scale Product Graph Construction for Recommendation in E-commerce Oct 12, 2020 Clustering graph construction
Code Code Available MicroRec: Efficient Recommendation Inference by Hardware and Data Structure Solutions Oct 12, 2020 CPU Recommendation Systems
— Unverified The emergence of Explainability of Intelligent Systems: Delivering Explainable and Personalised Recommendations for Energy Efficiency Oct 10, 2020 Decision Making Recommendation Systems
— Unverified Cross-Stack Workload Characterization of Deep Recommendation Systems Oct 10, 2020 CPU Recommendation Systems
— Unverified Fair and Representative Subset Selection from Data Streams Oct 9, 2020 Data Summarization Fairness
Code Code Available A Clustering-Based Method for Automatic Educational Video Recommendation Using Deep Face-Features of Lecturers Oct 9, 2020 Clustering Diversity
— Unverified Jointly-Learned State-Action Embedding for Efficient Reinforcement Learning Oct 9, 2020 Model-based Reinforcement Learning Recommendation Systems
— Unverified Towards Topic-Guided Conversational Recommender System Oct 8, 2020 Conversational Recommendation Recommendation Systems
Code Code Available Social movie recommender system based on deep autoencoder network using Twitter data Oct 7, 2020 Collaborative Filtering Decision Making
— Unverified DiffMG: Differentiable Meta Graph Search for Heterogeneous Graph Neural Networks Oct 7, 2020 Neural Architecture Search Recommendation Systems
Code Code Available Bias and Debias in Recommender System: A Survey and Future Directions Oct 7, 2020 Position Recommendation Systems
Code Code Available Inductive Entity Representations from Text via Link Prediction Oct 7, 2020 Inductive knowledge graph completion Inductive Link Prediction
Code Code Available Friendship is All we Need: A Multi-graph Embedding Approach for Modeling Customer Behavior Oct 6, 2020 All Graph Embedding
— Unverified Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge Distillation Oct 6, 2020 Knowledge Distillation Passage Ranking
Code Code Available 