Mobility Analysis

PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow Prediction AAAI 2023 Spatio-Temporal Neural Structural Causal Models for Bike Flow Prediction AAAI 2023 Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction AAAI 2023 StarCraftImage: A Dataset for Prototyping Spatial Reasoning Methods for Multi-Agent Environments CVPR 2023 SynMob: Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis NeurIPS 2023 Towards Symbiotic Creativity: A Methodological Approach to Compare Human and AI Robotic Dance Creations IJCAI 2023 Trafformer: Unify Time and Space in Traffic Prediction AAAI 2023 Walkability Optimization: Formulations, Algorithms, and a Case Study of Toronto AAAI 2023 Adaptive A/B Test on Networks with Cluster Structures AISTATS 2022 Affective Idiosyncratic Responses to Music EMNLP 2022 AI for Disaster Rapid Damage Assessment from Microblogs AAAI 2022 A Multimodal Fusion-Based LNG Detection for Monitoring Energy Facilities (Student Abstract) AAAI 2022 ConfLab: A Data Collection Concept, Dataset, and Benchmark for Machine Analysis of Free-Standing Social Interactions in the Wild NeurIPS 2022 Data-Driven Real-Time Strategic Placement of Mobile Vaccine Distribution Sites AAAI 2022 Detecting Neighborhood Gentrification at Scale via Street Views and POIs (Student Abstract) AAAI 2022 DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting ICML 2022 Early Forecast of Traffic Accident Impact Based on a Single-Snapshot Observation (Student Abstract) AAAI 2022 EasySM: A Data-Driven Intelligent Decision Support System for Server Merge AAAI 2022 Event-Aware Multimodal Mobility Nowcasting AAAI 2022 Fine-Grained Urban Flow Inference via Normalizing Flow (Student Abstract) AAAI 2022 FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting IJCAI 2022 Hierarchical Multi-Supervision Multi-Interaction Graph Attention Network for Multi-Camera Pedestrian Trajectory Prediction AAAI 2022 Idiosyncratic lingual articulation of American English /æ/ and /ɑ/ using network analysis Interspeech 2022 Mutual Distillation Learning Network for Trajectory-User Linking IJCAI 2022 POCD: Probabilistic Object-Level Change Detection and Volumetric Mapping in Semi-Static Scenes RSS 2022