traffic prediction

Boosting Fine-Grained Urban Flow Inference via Lightweight Architecture and Focalized Optimization AAAI 2026 Inter-Client Dependency Recovery with Hidden Global Components for Federated Traffic Prediction AAAI 2026 MTP: Exploring Multimodal Urban Traffic Profiling with Modality Augmentation and Spectrum Fusion AAAI 2026 Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation Learning AAAI 2025 Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction AAAI 2025 Efficient Traffic Prediction Through Spatio-Temporal Distillation AAAI 2025 Empowering Multimodal Road Traffic Profiling with Vision Language Models and Frequency Spectrum Fusion IJCAI 2025 FairTP: A Prolonged Fairness Framework for Traffic Prediction AAAI 2025 Continuous Product Graph Neural Networks NeurIPS 2024 I Open at the Close: A Deep Reinforcement Learning Evaluation of Open Streets Initiatives AAAI 2024 Learning “look-ahead” nonlocal traffic dynamics in a ring road L4DC 2024 Make Bricks with a Little Straw: Large-Scale Spatio-Temporal Graph Learning with Restricted GPU-Memory Capacity IJCAI 2024 Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffic Speed Prediction IJCAI 2024 Personalized Federated Learning for Cross-City Traffic Prediction IJCAI 2024 Signed Graph Neural Ordinary Differential Equation for Modeling Continuous-Time Dynamics AAAI 2024 Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation ICLR 2024 Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective AAAI 2024 AI Techniques for Urban Traffic Control and Mobility IJCAI 2023 Causal Conditional Hidden Markov Model for Multimodal Traffic Prediction AAAI 2023 Ising-Traffic: Using Ising Machine Learning to Predict Traffic Congestion under Uncertainty AAAI 2023 Trafformer: Unify Time and Space in Traffic Prediction AAAI 2023 A Machine Learning Method for EV Range Prediction with Updates on Route Information and Traffic Conditions AAAI 2022 Early Forecast of Traffic Accident Impact Based on a Single-Snapshot Observation (Student Abstract) AAAI 2022 Fine-Grained Urban Flow Inference via Normalizing Flow (Student Abstract) AAAI 2022 Practical Adversarial Attacks on Spatiotemporal Traffic Forecasting Models NeurIPS 2022