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Xiaoqing Yang

2 accepted papers

2026

Flexible Trajectory Planning for Autonomous Vehicles Via Environmental Assessment in Extreme Scenarios

ICRA 2026poster

Trajectory planning is a core task in autonomous driving. However, in diverse extreme scenarios characterized by unstructured obstacles, there is a lack of solutions that provide efficient computation, safety, and scene generalization capabilities. To address this issue, we propose a two-stage spati…

Cited by 0Scholar
2024

Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation

AAAI 2024technical

Estimating the individuals' potential response to varying treatment doses is crucial for decision-making in areas such as precision medicine and management science. Most recent studies predict counterfactual outcomes by learning a covariate representation that is independent of the treatment variabl…