| Autonomous navigation at unsignalized intersections: A coupled reinforcement learning and model predictive control approach R Bautista-Montesano, R Galluzzi, K Ruan, Y Fu, X Di Transportation research part C: emerging technologies 139, 103662, 2022 | 39 | 2022 |
| CVLight: Decentralized learning for adaptive traffic signal control with connected vehicles Z Mo, W Li, Y Fu, K Ruan, X Di Transportation research part C: emerging technologies 141, 103728, 2022 | 35 | 2022 |
| Causal imitation learning via inverse reinforcement learning K Ruan, J Zhang, X Di, E Bareinboim The Eleventh International Conference on Learning Representations (ICLR 2023), 2023 | 23 | 2023 |
| Learning Human Driving Behaviors with Sequential Causal Imitation Learning K Ruan, X Di Proceedings of the AAAI Conference on Artificial Intelligence 36, 4583-4592, 2022 | 22 | 2022 |
| S2e: Towards an end-to-end entity resolution solution from acoustic signal K Ruan, X He, J Wang, X Zhou, H Feng, A Kebarighotbi ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 7 | 2024 |
| InfoSTGCAN: An Information-Maximizing Spatial-Temporal Graph Convolutional Attention Network for Heterogeneous Human Trajectory Prediction K Ruan, X Di Computers 13 (6), 151, 2024 | 3 | 2024 |
| From Twitter to Reasoner: Understand Mobility Travel Modes and Sentiment Using Large Language Models K Ruan, X Wang, X Di 27th IEEE International Conference on Intelligent Transportation Systems …, 2024 | 2 | 2024 |
| Causal Imitation for Markov Decision Processes: A Partial Identification Approach K Ruan, J Zhang, X Di, E Bareinboim Technical Report R-104 (causalai. net/r104. pdf), Causal Artificial …, 2024 | 1 | 2024 |
Xuan Sharon DiAssociate Professor at Civil Engineering & Engineering Mechanics, Columbia University在 columbia.edu 的电子邮件经过验证
