Learning Human Driving Behaviors with Sequential Causal Imitation Learning. - Kangrui Ruan; Xuan Di (AAAI, 2022)

Causal Imitation Learning via Inverse Reinforcement Learning. - Kangrui Ruan; Junzhe Zhang 001; Xuan Di; Elias Bareinboim (ICLR, 2023)

S2E: Towards an End-to-End Entity Resolution Solution from Acoustic Signal. - Kangrui Ruan; Xin He; Jiyang Wang; Xiaozhou Zhou; Helian Feng; Ali Kebarighotbi (ICASSP, 2024)

From Twitter to Reasoner: Understand Mobility Travel Modes and Sentiment Using Large Language Models. - Kangrui Ruan; Xinyang Wang; Xuan Di (ITSC, 2024)

Causal Imitation for Markov Decision Processes: a Partial Identification Approach. - Kangrui Ruan; Junzhe Zhang 001; Xuan Di; Elias Bareinboim (NeurIPS, 2024)

R-LLaVA: Improving Med-VQA Understanding through Visual Region of Interest. - Xupeng Chen; Zhixin Lai; Kangrui Ruan; Shichu Chen; Jiaxiang Liu; Zuozhu Liu (CoRR, 2024)

InfoSTGCAN: An Information-Maximizing Spatial-Temporal Graph Convolutional Attention Network for Heterogeneous Human Trajectory Prediction. - Kangrui Ruan; Xuan Di (Comput., 2024)