recommender system

PPT: A Minor Language News Recommendation Model via Cross-Lingual Preference Pattern Transfer ACL 2025 Preference Diffusion for Recommendation ICLR 2025 Preliminary Evaluation of the Test-Time Training Layers in Recommendation System (Student Abstract) AAAI 2025 PyTorch-Lifestream: Learning Embeddings on Discrete Event Sequences IJCAI 2025 Ready for You When You Are Back: Content-Driven Session-Based Recommendation for Continuity of Experience AAAI 2025 ReAL: How Can LLMs Simulate the Real Teacher? Retrieval-enhanced Agent for Adaptive Learning EMNLP 2025 ReasoningRec: Bridging Personalized Recommendations and Human-Interpretable Explanations through LLM Reasoning NAACL 2025 Recommender Systems for Democracy: Toward Adversarial Robustness in Voting Advice Applications IJCAI 2025 RecStream: Graph-aware Stream Management for Concurrent Recommendation Model Online Serving COLING 2025 Rethinking Byzantine Robustness in Federated Recommendation from Sparse Aggregation Perspective AAAI 2025 Rethinking Large Language Model Architectures for Sequential Recommendations IJCNLP 2025 Rethinking LLM-Based Recommendations: A Personalized Query-Driven Parallel Integration EMNLP 2025 Scaling Down, Serving Fast: Compressing and Deploying Efficient LLMs for Recommendation Systems EMNLP 2025 Scholar Inbox: Personalized Paper Recommendations for Scientists ACL 2025 Semantic Convergence: Harmonizing Recommender Systems via Two-Stage Alignment and Behavioral Semantic Tokenization AAAI 2025 SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation ACL 2025 Single-Node Trigger Backdoor Attacks in Graph-Based Recommendation Systems IJCAI 2025 Social Recommendation via Graph-Level Counterfactual Augmentation AAAI 2025 SOLAR: Serendipity Optimized Language Model Aligned for Recommendation EMNLP 2025 Spatial-Temporal Knowledge Distillation for Takeaway Recommendation AAAI 2025 SSPNet: Leveraging Robust Medication Recommendation with History and Knowledge IJCAI 2025 Sub-Interest-Aware Representation Uniformity for Recommender System AAAI 2025 SVD-GCL: A Noise-Augmented Hybrid Graph Contrastive Learning Framework for Recommendation COLING 2025 TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models ACL 2025 Taxonomy-Guided Zero-Shot Recommendations with LLMs COLING 2025