Multi-Objective Intrinsic Reward Learning for Conversational Recommender Systems Oct 31, 2023 Recommendation Systems
— Unverified Density-based User Representation using Gaussian Process Regression for Multi-interest Personalized Retrieval Oct 31, 2023 Diversity GPR
— Unverified LFG: A Generative Network for Real-Time Recommendation Oct 31, 2023 Collaborative Filtering Movie Recommendation
Code Code Available FedRec+: Enhancing Privacy and Addressing Heterogeneity in Federated Recommendation Systems Oct 31, 2023 Federated Learning Recommendation Systems
— Unverified Large Multi-modal Encoders for Recommendation Oct 31, 2023 Multi-modal Recommendation Recommendation Systems
— Unverified Estimating Propensity for Causality-based Recommendation without Exposure Data Oct 31, 2023 Recommendation Systems
— Unverified Adversarial Batch Inverse Reinforcement Learning: Learn to Reward from Imperfect Demonstration for Interactive Recommendation Oct 30, 2023 Interactive Recommendation Recommendation Systems
— Unverified Pre-trained Recommender Systems: A Causal Debiasing Perspective Oct 30, 2023 Few-Shot Learning Recommendation Systems
Code Code Available A General Neural Causal Model for Interactive Recommendation Oct 30, 2023 counterfactual Counterfactual Inference
— Unverified Evaluation Framework for Understanding Sensitive Attribute Association Bias in Latent Factor Recommendation Algorithms Oct 30, 2023 Attribute Recommendation Systems
— Unverified RAIFLE: Reconstruction Attacks on Interaction-based Federated Learning with Adversarial Data Manipulation Oct 29, 2023 Federated Learning Information Retrieval
Code Code Available Is Human Culture Locked by Evolution? Oct 28, 2023 Recommendation Systems
— Unverified Improved Regret Bounds of (Multinomial) Logistic Bandits via Regret-to-Confidence-Set Conversion Oct 28, 2023 Recommendation Systems
Code Code Available Lifting the Veil: Unlocking the Power of Depth in Q-learning Oct 27, 2023 Learning Theory Management
— Unverified Tackling Interference Induced by Data Training Loops in A/B Tests: A Weighted Training Approach Oct 26, 2023 Recommendation Systems
— Unverified Salespeople vs SalesBot: Exploring the Role of Educational Value in Conversational Recommender Systems Oct 26, 2023 Informativeness Recommendation Systems
Code Code Available Improving Conversational Recommendation Systems via Bias Analysis and Language-Model-Enhanced Data Augmentation Oct 25, 2023 Conversational Recommendation Data Augmentation
Code Code Available Multiple Key-value Strategy in Recommendation Systems Incorporating Large Language Model Oct 25, 2023 Language Modeling Language Modelling
— Unverified Defense Against Model Extraction Attacks on Recommender Systems Oct 25, 2023 Model extraction Recommendation Systems
Code Code Available Faithful Path Language Modeling for Explainable Recommendation over Knowledge Graph Oct 25, 2023 Explainable Recommendation Knowledge Graph Embeddings
— Unverified Model-enhanced Contrastive Reinforcement Learning for Sequential Recommendation Oct 25, 2023 Contrastive Learning model
— Unverified Context-aware explainable recommendations over knowledge graphs Oct 24, 2023 Knowledge Graphs Recommendation Systems
— Unverified ABKD: Graph Neural Network Compression with Attention-Based Knowledge Distillation Oct 24, 2023 Drug Discovery Fake News Detection
— Unverified Budgeted Embedding Table For Recommender Systems Oct 23, 2023 Recommendation Systems Representation Learning
— Unverified Active teacher selection for reinforcement learning from human feedback Oct 23, 2023 Recommendation Systems reinforcement-learning
— Unverified Long Short-Term Planning for Conversational Recommendation Systems Oct 23, 2023 Attribute Conversational Recommendation
— Unverified α-Fair Contextual Bandits Oct 22, 2023 Multi-Armed Bandits Recommendation Systems
— Unverified Preference Elicitation with Soft Attributes in Interactive Recommendation Oct 22, 2023 Attribute Interactive Recommendation
— Unverified Item-Graph2vec: a Efficient and Effective Approach using Item Co-occurrence Graph Embedding for Collaborative Filtering Oct 22, 2023 Collaborative Filtering Graph Embedding
Code Code Available One Model for All: Large Language Models are Domain-Agnostic Recommendation Systems Oct 22, 2023 All Language Modeling
— Unverified Can Offline Metrics Measure Explanation Goals? A Comparative Survey Analysis of Offline Explanation Metrics in Recommender Systems Oct 22, 2023 Diversity Persuasiveness
— Unverified Knowledge Graph Context-Enhanced Diversified Recommendation Oct 20, 2023 Diversity Knowledge Graphs
Code Code Available A Data-Centric Multi-Objective Learning Framework for Responsible Recommendation Systems Oct 20, 2023 Fairness Recommendation Systems
— Unverified Unified Pretraining for Recommendation via Task Hypergraphs Oct 20, 2023 Hyperedge Prediction Recommendation Systems
Code Code Available Towards Multi-Subsession Conversational Recommendation Oct 20, 2023 Attribute Conversational Recommendation
— Unverified DCRNN: A Deep Cross approach based on RNN for Partial Parameter Sharing in Multi-task Learning Oct 18, 2023 Multi-Task Learning Recommendation Systems
— Unverified Federated Heterogeneous Graph Neural Network for Privacy-preserving Recommendation Oct 18, 2023 Graph Neural Network Privacy Preserving
— Unverified MeKB-Rec: Personal Knowledge Graph Learning for Cross-Domain Recommendation Oct 17, 2023 Graph Learning Recommendation Systems
— Unverified Leveraging heterogeneous spillover in maximizing contextual bandit rewards Oct 16, 2023 Multi-Armed Bandits Recommendation Systems
— Unverified Rethinking Financial Service Promotion With Hybrid Recommender Systems at PicPay Oct 16, 2023 Recommendation Systems
— Unverified Adaptive Neural Ranking Framework: Toward Maximized Business Goal for Cascade Ranking Systems Oct 16, 2023 Learning-To-Rank Multi-Task Learning
— Unverified Dynamic Link Prediction for New Nodes in Temporal Graph Networks Oct 15, 2023 Dynamic Link Prediction Link Prediction
— Unverified Addressing the cold start problem in privacy preserving content-based recommender systems using hypercube graphs Oct 13, 2023 Collaborative Filtering Privacy Preserving
— Unverified Collaborative Semantic Alignment in Recommendation Systems Oct 13, 2023 Collaborative Filtering Language Modelling
— Unverified AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems Oct 13, 2023 Collaborative Filtering Decision Making
— Unverified Metrics for popularity bias in dynamic recommender systems Oct 12, 2023 Collaborative Filtering Recommendation Systems
— Unverified Rethinking Large-scale Pre-ranking System: Entire-chain Cross-domain Models Oct 12, 2023 Recommendation Systems Re-Ranking
Code Code Available Byzantine-Resilient Decentralized Multi-Armed Bandits Oct 11, 2023 Multi-Armed Bandits Recommendation Systems
— Unverified A Completely Locale-independent Session-based Recommender System by Leveraging Trained Model Oct 11, 2023 Product Recommendation Recommendation Systems
— Unverified Using Learnable Physics for Real-Time Exercise Form Recommendations Oct 11, 2023 Form Recommendation Systems
— Unverified 