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Recommender Systems

313 directly classified papers

Papers per year

Papers

Multi-Conditional Ranking with Large Language Models NAACL 2025
Improving Personalized Search with Regularized Low-Rank Parameter Updates CVPR 2025
Cost-Effective On-Device Sequential Recommendation with Spiking Neural Networks IJCAI 2025
Where and When: Predict Next POI and Its Explicit Timestamp in Sequential Recommendation IJCAI 2025
Iterative Sparse Attention for Long-sequence Recommendation AAAI 2025
MotiR: Motivation-aware Retrieval for Long-Tail Recommendation ACL 2025
Bites of Tomorrow: Personalized Recommendations for a Healthier and Greener Plate AAAI 2025
Lightweight Yet Fine-Grained: A Graph Capsule Convolutional Network with Subspace Alignment for Shared-Account Sequential Recommendation AAAI 2025
Refining Text Generation for Realistic Conversational Recommendation via Direct Preference Optimization EMNLP 2025
Rethinking Byzantine Robustness in Federated Recommendation from Sparse Aggregation Perspective AAAI 2025
Behavior Importance-Aware Graph Neural Architecture Search for Cross-Domain Recommendation AAAI 2025
Preliminary Evaluation of the Test-Time Training Layers in Recommendation System (Student Abstract) AAAI 2025
LLM-REDIAL: A Large-Scale Dataset for Conversational Recommender Systems Created from User Behaviors with LLMs ACL 2024
LaMP: When Large Language Models Meet Personalization ACL 2024
Federated Graph Learning for Cross-Domain Recommendation NIPS 2024
VITA: ‘Carefully Chosen and Weighted Less’ Is Better in Medication Recommendation AAAI 2024
Stealthy Attack on Large Language Model based Recommendation ACL 2024
Generalize for Future: Slow and Fast Trajectory Learning for CTR Prediction AAAI 2024
Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations AAAI 2024
Knowledge-Aware Explainable Reciprocal Recommendation AAAI 2024
User Embedding Model for Personalized Language Prompting EACL 2024
Imitation of Life: A Search Engine for Biologically Inspired Design AAAI 2024
CReSE: Benchmark Data and Automatic Evaluation Framework for Recommending Eligibility Criteria from Clinical Trial Information EACL 2024
Enhancing Multi-Scale Diffusion Prediction via Sequential Hypergraphs and Adversarial Learning AAAI 2024
Multi-Domain Recommendation to Attract Users via Domain Preference Modeling AAAI 2024