Publications

Towards a Holistic Understanding of Selection Bias for Causal Effect Identification

Yiwen Qiu, Filip Kovačević, Shimeng Huang, Peter Spirtes, Francesco Locatello

Latent Variable Causal Discovery under Selection Bias

Haoyue Dai, Yiwen Qiu, Ignavier Ng, Xinshuai Dong, Peter Spirtes, Kun Zhang

Identifying Selections for Unsupervised Subtask Discovery

Yiwen Qiu, Yujia Zheng, Kun Zhang

Detecting and Identifying Selection Structure in Sequential Data

Yujia Zheng, Zeyu Tang, Yiwen Qiu, Bernhard Schölkopf, Kun Zhang

Data-Driven Predictive Control Using Closed-Loop Data: An Instrumental Variable Approach

Yibo Wang, Yiwen Qiu, Malika Sader, Dexian Huang, Chao Shang

Out-of-Dynamics Imitation Learning from Multimodal Demonstrations

Yiwen Qiu, Jialong Wu, Zhangjie Cao, Mingsheng Long

When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning

Haoyi Niu, Shubham Sharma, Yiwen Qiu, Ming Li, Guyue Zhou, Jianming Hu, Xianyuan Zhan