Ao Qu

According to our database, Ao Qu authored at least 16 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Composite Spatial Reasoning.

Yihong Tang, Ao Qu, Zhaokai Wang, Dingyi Zhuang, Zhaofeng Wu, Wei Ma, Shenhao Wang, Yunhan Zheng, Zhan Zhao, Jinhua Zhao

CoRR, 2024

IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning.

Vindula Jayawardana, Baptiste Freydt, Ao Qu, Cameron Hickert, Zhongxia Yan, Cathy Wu

CoRR, 2024

Mitigating Metropolitan Carbon Emissions with Dynamic Eco-driving at Scale.

Vindula Jayawardana, Baptiste Freydt, Ao Qu, Cameron Hickert, Edgar Sanchez, Catherine Tang, Mark Taylor, Blaine Leonard, Cathy Wu

CoRR, 2024

What is a typical signalized intersection in a city? A pipeline for intersection data imputation from OpenStreetMap.

Ao Qu, Anirudh Valiveru, Catherine Tang, Vindula Jayawardana, Baptiste Freydt, Cathy Wu

CoRR, 2024

Synergizing Spatial Optimization with Large Language Models for Open-Domain Urban Itinerary Planning.

Yihong Tang, Zhaokai Wang, Ao Qu, Yihao Yan, Kebing Hou, Dingyi Zhuang, Xiaotong Guo, Jinhua Zhao, Zhan Zhao, Wei Ma

CoRR, 2024

ItiNera: Integrating Spatial Optimization with Large Language Models for Open-domain Urban Itinerary Planning.

Yihong Tang, Zhaokai Wang, Ao Qu, Yihao Yan, Zhaofeng Wu, Dingyi Zhuang, Jushi Kai, Kebing Hou, Xiaotong Guo, Jinhua Zhao, Zhan Zhao, Wei Ma

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

2023

Adversarial Attacks on Deep Reinforcement Learning-based Traffic Signal Control Systems with Colluding Vehicles.

Ao Qu, Yihong Tang, Wei Ma

ACM Trans. Intell. Syst. Technol., December, 2023

SEIP: Simulation-based Design and Evaluation of Infrastructure-based Collective Perception.

Ao Qu, Xuhuan Huang, Dajiang Suo

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

2022

Streaming Data Preprocessing via Online Tensor Recovery for Large Environmental Sensor Networks.

Yue Hu, Ao Qu, Yanbing Wang, Daniel B. Work

ACM Trans. Knowl. Discov. Data, 2022

Detecting Extreme Traffic Events Via a Context Augmented Graph Autoencoder.

Yue Hu, Ao Qu, Dan Work

ACM Trans. Intell. Syst. Technol., 2022

Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across Cities.

Yihong Tang, Ao Qu, Andy H. F. Chow, William H. K. Lam, Sze Chun Wong, Wei Ma

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Attacking Deep Reinforcement Learning-Based Traffic Signal Control Systems with Colluding Vehicles.

Ao Qu, Yihong Tang, Wei Ma

CoRR, 2021

Modeling Multi-Level Patterns of Environmental Migration in Bangladesh: An Agent-Based Approach.

Kelsea Best, Jonathan M. Gilligan, Ao Qu

Proceedings of the Winter Simulation Conference, 2021

A Graph Approach to Simulate Twitter Activities with Hawkes Processes.

Ao Qu, Ismael Lemhadri

Proceedings of the ICoMS 2021: 4th International Conference on Mathematics and Statistics, Paris, France, June 24, 2021

2020

Graph Convolutional Networks for traffic anomaly.

Yue Hu, Ao Qu, Dan Work

CoRR, 2020

A Data-Integration Analysis on Road Emissions and Traffic Patterns.

Ao Qu, Yu Wang, Yue Hu, Yanbing Wang, Hiba Baroud

Proceedings of the Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI, 2020