collaborative filtering

Adaptive Diffusion-based Augmentation for Recommendation AAAI 2026 Align³GR: Unified Multi-Level Alignment for LLM-based Generative Recommendation AAAI 2026 Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders ACL 2026 ClusterRAG: Cluster-Based Collaborative Filtering for Personalized Retrieval-Augmented Generation ACL 2026 LLM Collaborative Filtering: User-Item Graph as New Language AAAI 2026 MusicRec: Multi-modal Semantic-Enhanced Identifier with Collaborative Signals for Generative Recommendation AAAI 2026 Revisiting Contrastive Learning in Collaborative Filtering via Parallel Graph Filters AAAI 2026 SGMT: Social Generating with Multiview-Guided Tuning In Recommender Systems AAAI 2026 Think Wise, Collaborate Effectively: A Rationale-Aware LLM-Based Recommender with Reinforcement Learning from Collaborative Signals AAAI 2026 Adversarial Propensity Weighting for Debiasing in Collaborative Filtering IJCAI 2025 Beyond Individual and Point: Next POI Recommendation via Region-aware Dynamic Hypergraph with Dual-level Modeling IJCAI 2025 Beyond Single Labels: Improving Conversational Recommendation through LLM-Powered Data Augmentation ACL 2025 Bi-Tuning with Collaborative Information for Controllable LLM-based Sequential Recommendation ACL 2025 Bridging the User-side Knowledge Gap in Knowledge-aware Recommendations with Large Language Models AAAI 2025 CoPL: Collaborative Preference Learning for Personalizing LLMs EMNLP 2025 CoRA: Collaborative Information Perception by Large Language Model’s Weights for Recommendation AAAI 2025 Curriculum Conditioned Diffusion for Multimodal Recommendation AAAI 2025 DR-VAE: Debiased and Representation-enhanced Variational Autoencoder for Collaborative Recommendation AAAI 2025 EasyRec: Simple yet Effective Language Models for Recommendation EMNLP 2025 Feature-Structure Adaptive Completion Graph Neural Network for Cold-start Recommendation AAAI 2025 From Pairwise to Ranking: Climbing the Ladder to Ideal Collaborative Filtering with Pseudo-Ranking AAAI 2025 Fuzzy Collaborative Reasoning AAAI 2025 Geometric Collaborative Filtering with Convergence AISTATS 2025 GLoCIM: Global-view Long Chain Interest Modeling for news recommendation COLING 2025 Hgformer: Hyperbolic Graph Transformer for Collaborative Filtering ICML 2025