LFG: A Generative Network for Real-Time Recommendation Oct 31, 2023 Collaborative Filtering Movie Recommendation
Code Code Available Density-based User Representation using Gaussian Process Regression for Multi-interest Personalized Retrieval Oct 31, 2023 Diversity GPR
— Unverified Estimating Propensity for Causality-based Recommendation without Exposure Data Oct 31, 2023 Recommendation Systems
— Unverified Large Multi-modal Encoders for Recommendation Oct 31, 2023 Multi-modal Recommendation Recommendation Systems
— Unverified Multi-Objective Intrinsic Reward Learning for Conversational Recommender Systems Oct 31, 2023 Recommendation Systems
— Unverified FedRec+: Enhancing Privacy and Addressing Heterogeneity in Federated Recommendation Systems Oct 31, 2023 Federated Learning Recommendation Systems
— Unverified Evaluation Framework for Understanding Sensitive Attribute Association Bias in Latent Factor Recommendation Algorithms Oct 30, 2023 Attribute 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 RAIFLE: Reconstruction Attacks on Interaction-based Federated Learning with Adversarial Data Manipulation Oct 29, 2023 Federated Learning Information Retrieval
Code Code Available Empowering Collaborative Filtering with Principled Adversarial Contrastive Loss Oct 28, 2023 Collaborative Filtering Contrastive Learning
Code Code Available Is Human Culture Locked by Evolution? Oct 28, 2023 Recommendation Systems
— Unverified Embedding in Recommender Systems: A Survey Oct 28, 2023 AutoML Collaborative Filtering
Code Code Available 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 Chain-of-Choice Hierarchical Policy Learning for Conversational Recommendation Oct 27, 2023 Attribute Conversational Recommendation
Code Code Available Causality-Inspired Fair Representation Learning for Multimodal Recommendation Oct 26, 2023 Attribute Causal Inference
Code Code Available 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 TorchSparse++: Efficient Training and Inference Framework for Sparse Convolution on GPUs Oct 25, 2023 Autonomous Driving GPU
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 Defense Against Model Extraction Attacks on Recommender Systems Oct 25, 2023 Model extraction Recommendation Systems
Code Code Available Model-enhanced Contrastive Reinforcement Learning for Sequential Recommendation Oct 25, 2023 Contrastive Learning model
— Unverified Multiple Key-value Strategy in Recommendation Systems Incorporating Large Language Model Oct 25, 2023 Language Modeling Language Modelling
— Unverified Faithful Path Language Modeling for Explainable Recommendation over Knowledge Graph Oct 25, 2023 Explainable Recommendation Knowledge Graph Embeddings
— Unverified MLFMF: Data Sets for Machine Learning for Mathematical Formalization Oct 24, 2023 Benchmarking Recommendation Systems
Code Code Available 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 Using Time-Aware Graph Neural Networks to Predict Temporal Centralities in Dynamic Graphs Oct 24, 2023 Graph Learning Graph Neural Network
Code Code Available Representation Learning with Large Language Models for Recommendation Oct 24, 2023 Recommendation Systems Representation Learning
Code Code Available Active teacher selection for reinforcement learning from human feedback Oct 23, 2023 Recommendation Systems reinforcement-learning
— Unverified Budgeted Embedding Table For Recommender Systems Oct 23, 2023 Recommendation Systems Representation Learning
— Unverified Long Short-Term Planning for Conversational Recommendation Systems Oct 23, 2023 Attribute Conversational Recommendation
— Unverified Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue Oct 23, 2023 Language Modeling Language Modelling
Code Code Available Preference Elicitation with Soft Attributes in Interactive Recommendation Oct 22, 2023 Attribute Interactive Recommendation
— Unverified α-Fair Contextual Bandits Oct 22, 2023 Multi-Armed Bandits Recommendation Systems
— Unverified 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 Intent Contrastive Learning with Cross Subsequences for Sequential Recommendation Oct 22, 2023 Contrastive Learning Data Augmentation
Code Code Available 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 Knowledge Graph Context-Enhanced Diversified Recommendation Oct 20, 2023 Diversity Knowledge Graphs
Code Code Available Unified Pretraining for Recommendation via Task Hypergraphs Oct 20, 2023 Hyperedge Prediction Recommendation Systems
Code Code Available A Data-Centric Multi-Objective Learning Framework for Responsible Recommendation Systems Oct 20, 2023 Fairness Recommendation Systems
— Unverified 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 Graph Neural Networks for Recommendation: Reproducibility, Graph Topology, and Node Representation Oct 17, 2023 Graph Learning Recommendation Systems
Code Code Available On Generative Agents in Recommendation Oct 16, 2023 Collaborative Filtering Movie Recommendation
Code Code Available 