| 2025 | EMNLP | Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Spatial Reasoning. | Yihong Tang, Ao Qu, Zhaokai Wang, Dingyi Zhuang, Zhaofeng Wu, Wei Ma, Shenhao Wang, Yunhan Zheng, Zhan Zhao, Jinhua Zhao |
| 2025 | ICLR | IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning. | Vindula Jayawardana, Baptiste Freydt, Ao Qu, Cameron Hickert, Zhongxia Yan, Cathy Wu |
| 2024 | EMNLP | 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 |
| 2022 | CIKM | 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 |
| 2021 | WSC | Modeling Multi-Level Patterns of Environmental Migration in Bangladesh: An Agent-Based Approach. | Kelsea Best, Jonathan M. Gilligan, Ao Qu |