conftrace_

poi recommendation

24 papers

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Co-occurring keywords

graph neural network (3962) point-of-interest recommendation (18) location-based social network (9) mobility pattern (4) trajectory datum (26) sequential recommendation (117) recurrent neural network (1790) graph representation (360) spatio-temporal modeling (103) representation learning (6206)

Papers

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
Where and When: Predict Next POI and Its Explicit Timestamp in Sequential Recommendation IJCAI 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
GeoMamba: Towards Multi-granular POI Recommendation with Geographical State Space Model AAAI 2025
Enhancing Long-and Short-Term Representations for Next POI Recommendations via Frequency and Hierarchical Contrastive Learning AAAI 2025
Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation AAAI 2024
Taming the Long Tail in Human Mobility Prediction NIPS 2024
Successive POI Recommendation via Brain-Inspired Spatiotemporal Aware Representation AAAI 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
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 Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph Augmentation IJCAI 2021
Where to Go Next: Modeling Long- and Short-Term User Preferences for Point-of-Interest Recommendation AAAI 2020
Discovering Subsequence Patterns for Next POI Recommendation IJCAI 2020
Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation AAAI 2019
Geo-ALM: POI Recommendation by Fusing Geographical Information and Adversarial Learning Mechanism IJCAI 2019
Multi-modal Representation Learning for Successive POI Recommendation ACML 2019