Fine-Grained Embedding Dimension Optimization During Training for Recommender Systems Jan 9, 2024 Click-Through Rate Prediction Recommendation Systems
— Unverified G-Meta: Distributed Meta Learning in GPU Clusters for Large-Scale Recommender Systems Jan 9, 2024 GPU Meta-Learning
— Unverified Probabilistic emotion and sentiment modelling of patient-reported experiences Jan 9, 2024 Information Retrieval Recommendation Systems
Code Code Available Combining Embedding-Based and Semantic-Based Models for Post-hoc Explanations in Recommender Systems Jan 9, 2024 Knowledge Graphs Recommendation Systems
— Unverified The Impact of Differential Privacy on Recommendation Accuracy and Popularity Bias Jan 8, 2024 Collaborative Filtering Recommendation Systems
Code Code Available Unveiling Bias in Fairness Evaluations of Large Language Models: A Critical Literature Review of Music and Movie Recommendation Systems Jan 8, 2024 Fairness Movie Recommendation
— Unverified SynHING: Synthetic Heterogeneous Information Network Generation for Graph Learning and Explanation Jan 7, 2024 Graph Learning Interpretable Machine Learning
— Unverified Amplification of Addictive New Media Features in the Metaverse Jan 7, 2024 Navigate Recommendation Systems
— Unverified A case study of Generative AI in MSX Sales Copilot: Improving seller productivity with a real-time question-answering system for content recommendation Jan 4, 2024 Question Answering Recommendation Systems
— Unverified Spectral-Based Graph Neural Networks for Complementary Item Recommendation Jan 4, 2024 Attribute Recommendation Systems
— Unverified Poisoning Attacks against Recommender Systems: A Survey Jan 3, 2024 Recommendation Systems Survey
Code Code Available Contrastive Sequential Interaction Network Learning on Co-Evolving Riemannian Spaces Jan 2, 2024 Contrastive Learning Recommendation Systems
— Unverified Evaluating Transferability in Retrieval Tasks: An Approach Using MMD and Kernel Methods Jan 1, 2024 RAG Recommendation Systems
— Unverified Curriculum-scheduled Knowledge Distillation from Multiple Pre-trained Teachers for Multi-domain Sequential Recommendation Jan 1, 2024 Knowledge Distillation Recommendation Systems
Code Code Available Temporal Validity Change Prediction Jan 1, 2024 Benchmarking Prediction
— Unverified Dual-space Hierarchical Learning for Goal-guided Conversational Recommendation Dec 30, 2023 Conversational Recommendation Recommendation Systems
Code Code Available User Strategization and Trustworthy Algorithms Dec 29, 2023 counterfactual Recommendation Systems
— Unverified Break Out of a Pigeonhole: A Unified Framework for Examining Miscalibration, Bias, and Stereotype in Recommender Systems Dec 29, 2023 Movie Recommendation Recommendation Systems
— Unverified Pareto-based Multi-Objective Recommender System with Forgetting Curve Dec 28, 2023 Recommendation Systems
— Unverified DiffKG: Knowledge Graph Diffusion Model for Recommendation Dec 28, 2023 Data Augmentation Graph Representation Learning
Code Code Available TSPP: A Unified Benchmarking Tool for Time-series Forecasting Dec 28, 2023 Benchmarking Feature Engineering
Code Code Available Efficient High-Quality Clustering for Large Bipartite Graphs Dec 28, 2023 Clustering Graph Clustering
Code Code Available RL-MPCA: A Reinforcement Learning Based Multi-Phase Computation Allocation Approach for Recommender Systems Dec 27, 2023 channel selection Model Selection
— Unverified RDGCL: Reaction-Diffusion Graph Contrastive Learning for Recommendation Dec 27, 2023 Contrastive Learning Data Integration
— Unverified Performance Comparison of Session-based Recommendation Algorithms based on GNNs Dec 27, 2023 Recommendation Systems Session-Based Recommendations
— Unverified Understanding Before Recommendation: Semantic Aspect-Aware Review Exploitation via Large Language Models Dec 26, 2023 Recommendation Systems
— Unverified A Comprehensive Survey of Evaluation Techniques for Recommendation Systems Dec 26, 2023 Collaborative Filtering Recommendation Systems
Code Code Available RecRanker: Instruction Tuning Large Language Model as Ranker for Top-k Recommendation Dec 26, 2023 In-Context Learning Language Modeling
Code Code Available Adversarial Item Promotion on Visually-Aware Recommender Systems by Guided Diffusion Dec 25, 2023 Recommendation Systems
— Unverified Large Language Models are Not Stable Recommender Systems Dec 25, 2023 Recommendation Systems
— Unverified Unlocking the Potential of Large Language Models for Explainable Recommendations Dec 25, 2023 Decision Making Explainable Recommendation
Code Code Available Preliminary Study on Incremental Learning for Large Language Model-based Recommender Systems Dec 25, 2023 Attribute Incremental Learning
Code Code Available Diffusion-EXR: Controllable Review Generation for Explainable Recommendation via Diffusion Models Dec 24, 2023 Audio Generation Denoising
— Unverified User Consented Federated Recommender System Against Personalized Attribute Inference Attack Dec 23, 2023 Attribute Federated Learning
Code Code Available Monitoring the Evolution of Behavioural Embeddings in Social Media Recommendation Dec 23, 2023 Recommendation Systems
— Unverified Measuring Value Alignment Dec 23, 2023 Autonomous Vehicles Recommendation Systems
— Unverified Social Recommendation through Heterogeneous Graph Modeling of the Long-term and Short-term Preference Defined by Dynamic Time Spans Dec 21, 2023 Graph Representation Learning Recommendation Systems
Code Code Available Empowering Few-Shot Recommender Systems with Large Language Models -- Enhanced Representations Dec 21, 2023 Logical Reasoning Recommendation Systems
Code Code Available Neural Contextual Bandits for Personalized Recommendation Dec 21, 2023 Multi-Armed Bandits Recommendation Systems
— Unverified DGCLUSTER: A Neural Framework for Attributed Graph Clustering via Modularity Maximization Dec 20, 2023 Clustering Graph Clustering
Code Code Available VITA: 'Carefully Chosen and Weighted Less' Is Better in Medication Recommendation Dec 19, 2023 Recommendation Systems
Code Code Available Application of AI in Nutrition Dec 18, 2023 Nutrition Recommendation Systems
— Unverified Model Stealing Attack against Recommender System Dec 18, 2023 model Recommendation Systems
— Unverified DRDT: Dynamic Reflection with Divergent Thinking for LLM-based Sequential Recommendation Dec 18, 2023 In-Context Learning Recommendation Systems
— Unverified Knowledge Graphs and Pre-trained Language Models enhanced Representation Learning for Conversational Recommender Systems Dec 18, 2023 Knowledge Graphs Language Modeling
Code Code Available On-Device Recommender Systems: A Tutorial on The New-Generation Recommendation Paradigm Dec 18, 2023 Recommendation Systems
— Unverified LightGCN: Evaluated and Enhanced Dec 17, 2023 Graph Classification Graph Representation Learning
Code Code Available A Unified Framework for Multi-Domain CTR Prediction via Large Language Models Dec 17, 2023 Click-Through Rate Prediction Language Modelling
Code Code Available RecPrompt: A Self-tuning Prompting Framework for News Recommendation Using Large Language Models Dec 16, 2023 News Recommendation Prompt Engineering
Code Code Available An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention Dec 16, 2023 Recommendation Systems Sequential Recommendation
Code Code Available 