poi recommendation

Multifaceted Scenario-Aware Hypergraph Learning for Next POI Recommendation AAAI 2026 Reasoning Over Space: Enabling Geographic Reasoning for LLM-Based Generative Next POI Recommendation ACL 2026 Task-Aware Meta-Learning on Heterogeneous Knowledge Graph for POI Recommendation AAAI 2026 Enhancing Long-and Short-Term Representations for Next POI Recommendations via Frequency and Hierarchical Contrastive Learning AAAI 2025 GeoMamba: Towards Multi-granular POI Recommendation with Geographical State Space Model AAAI 2025 Integrating Personalized Spatio-Temporal Clustering for Next POI Recommendation AAAI 2025 POI Recommendation via Multi-Objective Adversarial Imitation Learning AAAI 2025 TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning EMNLP 2025 Where and When: Predict Next POI and Its Explicit Timestamp in Sequential Recommendation IJCAI 2025 Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation AAAI 2024 Successive POI Recommendation via Brain-Inspired Spatiotemporal Aware Representation AAAI 2024 Taming the Long Tail in Human Mobility Prediction NeurIPS 2024 TAU: Trajectory Data Augmentation with Uncertainty for Next POI Recommendation AAAI 2024 Mobility Prediction via Sequential Trajectory Disentanglement (Student Abstract) AAAI 2023 Next POI Recommendation with Dynamic Graph and Explicit Dependency AAAI 2023 Modeling Spatio-temporal Neighbourhood for Personalized Point-of-interest Recommendation IJCAI 2022 Discovering Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph Augmentation IJCAI 2021 Location Predicts You: Location Prediction via Bi-direction Speculation and Dual-level Association IJCAI 2021 MFNP: A Meta-optimized Model for Few-shot Next POI Recommendation IJCAI 2021 Discovering Subsequence Patterns for Next POI Recommendation IJCAI 2020 Where to Go Next: Modeling Long- and Short-Term User Preferences for Point-of-Interest Recommendation AAAI 2020 Geo-ALM: POI Recommendation by Fusing Geographical Information and Adversarial Learning Mechanism IJCAI 2019 Multi-modal Representation Learning for Successive POI Recommendation ACML 2019 Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation AAAI 2019