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Recommender Systems

1,030 papers

Papers per year

9
15
98
156
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'25

Papers

HPDM: A Hierarchical Popularity-aware Debiased Modeling Approach for Personalized News Recommender IJCAI 2025
Interaction-Data-guided Conditional Instrumental Variables for Debiasing Recommender Systems IJCAI 2025
Balancing User-Item Structure and Interaction with Large Language Models and Optimal Transport for Multimedia Recommendation IJCAI 2025
Decision-Aware Preference Modeling for Multi-Behavior Recommendation IJCAI 2025
Single-Node Trigger Backdoor Attacks in Graph-Based Recommendation Systems IJCAI 2025
Beyond Individual and Point: Next POI Recommendation via Region-aware Dynamic Hypergraph with Dual-level Modeling IJCAI 2025
Preference Identification by Interaction Overlap for Bundle Recommendation IJCAI 2025
Flow Matching Based Sequential Recommender Model IJCAI 2025
Enhancing Long-Tail Bundle Recommendations Utilizing Composition Pattern Modeling IJCAI 2025
Attribute Association Driven Multi-Task Learning for Session-based Recommendation IJCAI 2025
Adversarial Propensity Weighting for Debiasing in Collaborative Filtering IJCAI 2025
Test-Time Adaptation on Recommender System with Data-Centric Graph Transformation IJCAI 2025
Diffusion Guided Propagation Augmentation for Popularity Prediction IJCAI 2025
COGRASP: Co-Occurrence Graph Based Stock Price Forecasting IJCAI 2025
Disentangled and Personalized Representation Learning for Next Point-of-Interest Recommendation IJCAI 2025
SSPNet: Leveraging Robust Medication Recommendation with History and Knowledge IJCAI 2025
Recommender Systems for Democracy: Toward Adversarial Robustness in Voting Advice Applications IJCAI 2025
Human-AI Coevolution (Abstract Reprint) IJCAI 2025
MatchXplain: Analyzing Preferences, Explaining Outcomes, and Simplifying Decisions IJCAI 2025
Enhancing ID and Text Fusion via Alternative Training in Session-based Recommendation IJCNLP 2025
Item-Language Model: Improving Large Language Model for Recommendation via Item-Language Representation Learning IJCNLP 2025
Enhancing Investment Opinion Ranking through Argument-Based Sentiment Analysis IJCNLP 2025
Rethinking Large Language Model Architectures for Sequential Recommendations IJCNLP 2025
InFiNITE (∞): Indian Financial Narrative Inference Tasks & Evaluations IJCNLP 2025
ALERT: An LLM-powered Benchmark for Automatic Evaluation of Recommendation Explanations NAACL 2025