click-through rate prediction

DMGIN: How Multimodal LLMs Enhance Large Recommendation Models for Lifelong User Post-click Behaviors AAAI 2026 Addressing Cold-Start Problem in Click-Through Rate Prediction via Supervised Diffusion Modeling AAAI 2025 HierDiffuse: Progressive Diffusion for Robust Interest Fusion in CTR Prediction EMNLP 2025 The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit ACL 2025 AT4CTR: Auxiliary Match Tasks for Enhancing Click-Through Rate Prediction AAAI 2024 Generalize for Future: Slow and Fast Trajectory Learning for CTR Prediction AAAI 2024 Multi-Domain Deep Learning from a Multi-View Perspective for Cross-Border E-commerce Search AAAI 2024 Parallel Ranking of Ads and Creatives in Real-Time Advertising Systems AAAI 2024 RE-SORT: Removing Spurious Correlation in Multilevel Interaction for CTR Prediction UAI 2024 Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction AAAI 2023 CowClip: Reducing CTR Prediction Model Training Time from 12 Hours to 10 Minutes on 1 GPU AAAI 2023 Decision-Making Context Interaction Network for Click-Through Rate Prediction AAAI 2023 Enhancing Cross-Category Learning in Recommendation Systems with Multi-Layer Embedding Training ACML 2023 Feature Staleness Aware Incremental Learning for CTR Prediction IJCAI 2023 Improved Online Learning Algorithms for CTR Prediction in Ad Auctions ICML 2023 MaskFusion: Feature Augmentation for Click-Through Rate Prediction via Input-adaptive Mask Fusion ICLR 2023 Pairwise Ranking Losses of Click-Through Rates Prediction for Welfare Maximization in Ad Auctions ICML 2023 APG: Adaptive Parameter Generation Network for Click-Through Rate Prediction NeurIPS 2022 Boosting Deep CTR Prediction with a Plug-and-Play Pre-trainer for News Recommendation COLING 2022 Asynchronous Stochastic Gradient Descent for Extreme-Scale Recommender Systems AAAI 2021 Sparse Tensor Additive Regression JMLR 2021 A Dual Input-aware Factorization Machine for CTR Prediction IJCAI 2020 Attention-over-Attention Field-Aware Factorization Machine AAAI 2020 Deep Match to Rank Model for Personalized Click-Through Rate Prediction AAAI 2020 Deep Time-Stream Framework for Click-through Rate Prediction by Tracking Interest Evolution AAAI 2020