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user behavior modeling

31 papers

UBM

Papers

A Survey on LLM-based Conversational User Simulation EACL 2026 DMGIN: How Multimodal LLMs Enhance Large Recommendation Models for Lifelong User Post-click Behaviors AAAI 2026 Intention Knowledge Graph Construction for User Intention Relation Modeling EACL 2026 Towards Simulating Social Media Users with LLMs: Evaluating the Operational Validity of Conditioned Comment Prediction EACL 2026 Wavelet Enhanced Adaptive Frequency Filter for Sequential Recommendation AAAI 2026 HierDiffuse: Progressive Diffusion for Robust Interest Fusion in CTR Prediction EMNLP 2025 Subjective Behaviors and Preferences in LLM: Language of Browsing EMNLP 2025 End-to-end Learnable Clustering for Intent Learning in Recommendation NeurIPS 2024 Spatial-Temporal Interplay in Human Mobility: A Hierarchical Reinforcement Learning Approach with Hypergraph Representation AAAI 2024 Temporal Graph Contrastive Learning for Sequential Recommendation AAAI 2024 A Survey on User Behavior Modeling in Recommender Systems IJCAI 2023 Decision-Making Context Interaction Network for Click-Through Rate Prediction AAAI 2023 Dynamic Multi-Behavior Sequence Modeling for Next Item Recommendation AAAI 2023 HG-SL: Jointly Learning of Global and Local User Spreading Behavior for Fake News Early Detection AAAI 2023 LANCER: A Lifetime-Aware News Recommender System AAAI 2023 PUNR: Pre-training with User Behavior Modeling for News Recommendation EMNLP 2023 Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation ICML 2021 Location Predicts You: Location Prediction via Bi-direction Speculation and Dual-level Association IJCAI 2021 Towards User-Driven Neural Machine Translation ACL 2021 Adversarial Oracular Seq2seq Learning for Sequential Recommendation IJCAI 2020 Intention Nets: Psychology-Inspired User Choice Behavior Modeling for Next-Basket Prediction AAAI 2020 Kalman Filtering Attention for User Behavior Modeling in CTR Prediction NeurIPS 2020 Rationally Inattentive Inverse Reinforcement Learning Explains YouTube Commenting Behavior JMLR 2020 AntProphet: an Intention Mining System behind Alipay's Intelligent Customer Service Bot IJCAI 2019 Deep Interest Evolution Network for Click-Through Rate Prediction AAAI 2019