Mobility Analysis

Mobility Data Representations for Spatiotemporal Tasks AAAI 2025 Modeling Interactions Between Stocks Using LLM-Enhanced Graphs for Volume Prediction COLING 2025 Personalized Federated Learning for Spatio-Temporal Forecasting: A Dual Semantic Alignment-Based Contrastive Approach AAAI 2025 ProDiff: Prototype-Guided Diffusion for Minimal Information Trajectory Imputation ICML 2025 Responsive Dynamic Graph Disentanglement for Metro Flow Forecasting AAAI 2025 Riding the Wave: Multi-Scale Spatial-Temporal Graph Learning for Highway Traffic Flow Prediction Under Overload Scenarios IJCAI 2025 Scalable Trajectory-User Linking with Dual-Stream Representation Networks AAAI 2025 Spatial-Temporal Heterogenous Graph Contrastive Learning for Microservice Workload Prediction AAAI 2025 Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting AAAI 2025 Spatio-temporal Prototype-based Hierarchical Learning for OD Demand Prediction IJCAI 2025 STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM AAAI 2025 SURF: A System to Unveil Explainable Risk Relations between Firms NAACL 2025 TESTN: A Triad-Enhanced Spatio-Temporal Network for Multi-Temporal POI Relationship Inference IJCAI 2025 TrajCogn: Leveraging LLMs for Cognizing Movement Patterns and Travel Purposes from Trajectories IJCAI 2025 UniTR: A Unified Framework for Joint Representation Learning of Trajectories and Road Networks AAAI 2025 WardropNet: Traffic Flow Predictions via Equilibrium-Augmented Learning ICLR 2025 Where and When: Predict Next POI and Its Explicit Timestamp in Sequential Recommendation IJCAI 2025 A Cross-View Hierarchical Graph Learning Hypernetwork for Skill Demand-Supply Joint Prediction AAAI 2024 Analysis of articulatory setting for L1 and L2 English speakers using MRI data Interspeech 2024 Big City Bias: Evaluating the Impact of Metropolitan Size on Computational Job Market Abilities of Language Models EACL 2024 CGAP: Urban Region Representation Learning with Coarsened Graph Attention Pooling IJCAI 2024 CityPulse: Fine-Grained Assessment of Urban Change with Street View Time Series AAAI 2024 Combining Observational Data and Language for Species Range Estimation NeurIPS 2024 Count What You Want: Exemplar Identification and Few-Shot Counting of Human Actions in the Wild AAAI 2024 DrivingDojo Dataset: Advancing Interactive and Knowledge-Enriched Driving World Model NeurIPS 2024