conftrace_

road network

21 papers

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Co-occurring keywords

graph neural network (3962) traffic flow prediction (15) trajectory prediction (489) representation learning (6206) gps trajectory (9) traffic forecasting (28) spatial analysis (18) hierarchical graph (37) satellite image (20) trajectory generation (60)

Papers

DiffMM: Efficient Method for Accurate Noisy and Sparse Trajectory Map Matching via One Step Diffusion AAAI 2026
Hierarchical Frequency-Decomposition Graph Neural Networks for Road Network Representation Learning AAAI 2026
GTG: Generalizable Trajectory Generation Model for Urban Mobility AAAI 2025
Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation Learning AAAI 2025
UniTR: A Unified Framework for Joint Representation Learning of Trajectories and Road Networks AAAI 2025
A Framework for Centralized Traffic Routing in Urban Areas IJCAI 2024
Using Reinforcement Learning to Iteratively Construct Road Networks from Satellite Images and GPS Data AAAI 2024
Deep Learning-Based Alternative Route Computation AISTATS 2024
Patched Line Segment Learning for Vector Road Mapping AAAI 2024
Estimating On-Road Transportation Carbon Emissions from Open Data of Road Network and Origin-Destination Flow Data AAAI 2024
Continuous Trajectory Generation Based on Two-Stage GAN AAAI 2023
GRLSTM: Trajectory Similarity Computation with Graph-Based Residual LSTM AAAI 2023
DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting ICML 2022
Traffic Flow Prediction with Vehicle Trajectories AAAI 2021
Structured Bird's-Eye-View Traffic Scene Understanding From Onboard Images ICCV 2021
Hierarchical Graph Convolution Network for Traffic Forecasting AAAI 2021
NeuroMLR: Robust & Reliable Route Recommendation on Road Networks NIPS 2021
Hierarchical Graph Traversal for Aggregate k Nearest Neighbors Search in Road Networks (Extended Abstract) IJCAI 2021
Travel Time Prediction on Un-Monitored Roads: A Spatial Factorization Machine Based Approach (Student Abstract) AAAI 2020
Dynamic Electronic Toll Collection via Multi-Agent Deep Reinforcement Learning with Edge-Based Graph Convolutional Networks IJCAI 2019
Topological Map Extraction From Overhead Images ICCV 2019