Recommender Systems

DivGCL: A Graph Contrastive Learning Model for Diverse Recommendation AAAI 2025 Domain-Level Disentanglement Framework Based on Information Enhancement for Cross-Domain Cold-Start Recommendation AAAI 2025 Double Machine Learning for Causal Inference under Shared-State Interference ICML 2025 DR-VAE: Debiased and Representation-enhanced Variational Autoencoder for Collaborative Recommendation AAAI 2025 Dynamic Multi-Interest Graph Neural Network for Session-Based Recommendation AAAI 2025 EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association ACL 2025 Effects of Publicity and Complexity in Reader Polarization NAACL 2025 End-to-End Aspect-Guided Review Summarization at Scale EMNLP 2025 Enhancing ID and Text Fusion via Alternative Training in Session-based Recommendation IJCNLP 2025 Enhancing Investment Opinion Ranking through Argument-Based Sentiment Analysis IJCNLP 2025 Enhancing Long-and Short-Term Representations for Next POI Recommendations via Frequency and Hierarchical Contrastive Learning AAAI 2025 Enhancing Long-Tail Bundle Recommendations Utilizing Composition Pattern Modeling IJCAI 2025 Enhancing Sequential Recommendation with Global Diffusion AAAI 2025 ENSUR: Equitable and Statistically Unbiased Recommendation ICML 2025 Entire-Space Variational Information Exploitation for Post-Click Conversion Rate Prediction AAAI 2025 ESPRESSO: An Effective Approach to Passage Retrieval for High-Quality Conversational Recommender Systems AAAI 2025 Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk Appetite? EMNLP 2025 Exploring Unified Training Framework for Multimodal User Profiling COLING 2025 FACTER: Fairness-Aware Conformal Thresholding and Prompt Engineering for Enabling Fair LLM-Based Recommender Systems ICML 2025 Federated Recommendation with Explicitly Encoding Item Bias AAAI 2025 FineVQ: Fine-Grained User Generated Content Video Quality Assessment CVPR 2025 FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking NAACL 2025 Flow Matching Based Sequential Recommender Model IJCAI 2025 Fraud-Proof Revenue Division on Subscription Platforms ICML 2025 From Feature Interaction to Feature Generation: A Generative Paradigm of CTR Prediction Models ICML 2025