user preference modeling

Dual-Perspective Disentanglement: Learning Symmetric Group-Aware Representations for Cross-Domain Recommendation AAAI 2026 Foundation Encoders Are All You Need for Preference-Aware Personalization CVPR 2026 MM4Rec: Multi-Source and Multi-Scenario Recommender for Unified User Preference AAAI 2026 NP-MiSR: Neural Process-based Multi-Interest Learning for Session-Based Recommendation AAAI 2026 RAGAR: Retrieval Augmented Personalized Image Generation Guided by Recommendation AAAI 2026 SGP4SR: Separated-Modality Guided User Preference Learning for Multimodal Sequential Recommendation AAAI 2026 Tell as You Want: Customizing Image Narrative with Knowledge and Thoughts AAAI 2026 TreeBridge: Aligning LLM Embeddings in Industrial Recommender Systems AAAI 2026 BeFA: A General Behavior-driven Feature Adapter for Multimedia Recommendation AAAI 2025 Bites of Tomorrow: Personalized Recommendations for a Healthier and Greener Plate AAAI 2025 Counterfactual Task-augmented Meta-learning for Cold-start Sequential Recommendation AAAI 2025 Enhancing Long-and Short-Term Representations for Next POI Recommendations via Frequency and Hierarchical Contrastive Learning AAAI 2025 Flow Matching Based Sequential Recommender Model IJCAI 2025 GPL4SRec: Graph Multi-Level Aware Prompt Learning for Streaming Recommendation IJCAI 2025 Mind Individual Information! Principal Graph Learning for Multimedia Recommendation AAAI 2025 Personalized Generation In Large Model Era: A Survey ACL 2025 Robust Graph Based Social Recommendation Through Contrastive Multi-View Learning AAAI 2025 SIGMA: Selective Gated Mamba for Sequential Recommendation AAAI 2025 Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations AAAI 2024 FacetCRS: Multi-Faceted Preference Learning for Pricking Filter Bubbles in Conversational Recommender System AAAI 2024 KDDC: Knowledge-Driven Disentangled Causal Metric Learning for Pre-Travel Out-of-Town Recommendation IJCAI 2024 Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation AAAI 2024 Learning Dynamic Multi-attribute Interest for Personalized Product Search EMNLP 2024 Plug-In Diffusion Model for Sequential Recommendation AAAI 2024 Preference Aware Dual Contrastive Learning for Item Cold-Start Recommendation AAAI 2024