Xuan Di
Orcid: 0000-0003-2925-7697
According to our database1,
Xuan Di
authored at least 57 papers
between 2018 and 2024.
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Bibliography
2024
InfoSTGCAN: An Information-Maximizing Spatial-Temporal Graph Convolutional Attention Network for Heterogeneous Human Trajectory Prediction.
Comput., June, 2024
Physics-Informed Graph Neural Operator for Mean Field Games on Graph: A Scalable Learning Approach.
Games, April, 2024
Inf., February, 2024
Cross- and Context-Aware Attention Based Spatial-Temporal Graph Convolutional Networks for Human Mobility Prediction.
ACM Trans. Spatial Algorithms Syst., 2024
DriveGenVLM: Real-world Video Generation for Vision Language Model based Autonomous Driving.
CoRR, 2024
GenDDS: Generating Diverse Driving Video Scenarios with Prompt-to-Video Generative Model.
CoRR, 2024
Stochastic Semi-Gradient Descent for Learning Mean Field Games with Population-Aware Function Approximation.
CoRR, 2024
TraveLLM: Could you plan my new public transit route in face of a network disruption?
CoRR, 2024
Learn to Tour: Operator Design For Solution Feasibility Mapping in Pickup-and-delivery Traveling Salesman Problem.
CoRR, 2024
Proceedings of the IEEE Intelligent Vehicles Symposium, 2024
Graphon Mean Field Games with a Representative Player: Analysis and Learning Algorithm.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Thirty-Fourth International Conference on Automated Planning and Scheduling, 2024
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024
PI-NeuGODE: Physics-Informed Graph Neural Ordinary Differential Equations for Spatiotemporal Trajectory Prediction.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024
2023
Physics-Informed Deep Learning for Traffic State Estimation: A Survey and the Outlook.
Algorithms, June, 2023
Sentiment Analysis on Multimodal Transportation during the COVID-19 Using Social Media Data.
Inf., February, 2023
Robust Data Sampling in Machine Learning: A Game-Theoretic Framework for Training and Validation Data Selection.
Games, February, 2023
Systemic reliability of bridge networks with mobile sensing-based model updating for postevent transportation decisions.
Comput. Aided Civ. Infrastructure Eng., 2023
Detecting mild cognitive impairment and dementia in older adults using naturalistic driving data and interaction-based classification from influence score.
Artif. Intell. Medicine, 2023
Federated Reinforcement Learning for Adaptive Traffic Signal Control: A Case Study in New York City.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023
Whose Attitudes Toward Transit Are Most Affected by Rising Subway Crimes in New York City?
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
A Hybrid Framework of Reinforcement Learning and Physics-Informed Deep Learning for Spatiotemporal Mean Field Games.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
2022
A Physics-Informed Deep Learning Paradigm for Traffic State and Fundamental Diagram Estimation.
IEEE Trans. Intell. Transp. Syst., 2022
A Unified Network Equilibrium for E-Hailing Platform Operation and Customer Mode Choice.
CoRR, 2022
TrafficFlowGAN: Physics-Informed Flow Based Generative Adversarial Network for Uncertainty Quantification.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022
Quantifying Uncertainty In Traffic State Estimation Using Generative Adversarial Networks.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022
SMART-eFlo: An Integrated SUMO-Gym Framework for Multi-Agent Reinforcement Learning in Electric Fleet Management Problem.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022
How the COVID-19 Pandemic Influences Human Mobility? Similarity Analysis Leveraging Social Media Data.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
A Physics-Informed Deep Learning Paradigm for Traffic State Estimation and Fundamental Diagram Discovery.
CoRR, 2021
CVLight: Deep Reinforcement Learning for Adaptive Traffic Signal Control with Connected Vehicles.
CoRR, 2021
Sentiment Analysis of Autonomous Vehicles After Extreme Events Using Social Media Data.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021
Physics-Informed Deep Learning for Traffic State Estimation: A Hybrid Paradigm Informed By Second-Order Traffic Models.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
CoRR, 2020
A Survey on Autonomous Vehicle Control in the Era of Mixed-Autonomy: From Physics-Based to AI-Guided Driving Policy Learning.
CoRR, 2020
When Do Drivers Concentrate? Attention-based Driver Behavior Modeling With Deep Reinforcement Learning.
CoRR, 2020
CoRR, 2020
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020
Similarity Analysis of Spatial-Temporal Mobility Patterns for Travel Mode Prediction Using Twitter Data.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020
2019
IEEE Trans. Intell. Transp. Syst., 2019
Liability Design for Autonomous Vehicles and Human-Driven Vehicles: A Hierarchical Game-Theoretic Approach.
CoRR, 2019
Where to Find Next Passengers on E-hailing Platforms? - A Markov Decision Process Approach.
CoRR, 2019
A Game-Theoretic Framework for Autonomous Vehicles Velocity Control: Bridging Microscopic Differential Games and Macroscopic Mean Field Games.
CoRR, 2019
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019
2018
Multimodal Connections between Dockless Bikesharing and Ride-Hailing: An Empirical Study in New York City.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018
Proceedings of the 23rd Asia and South Pacific Design Automation Conference, 2018