Publications

Nonlinear Causal Discovery in Time Series.
Tianhao Wu, Xingyu Wu, Xin Wang, Shikang Liu, Huanhuan Chen.
The 31st ACM International Conference on Information and Knowledge Management (CIKM'22), October 17–21, 2022, Atlanta, Georgia, USA.

Practical Markov Boundary Learning without Strong Assumptions.
Xingyu Wu, Bingbing Jiang, Tianhao Wu, Huanhuan Chen.
The 37th AAAI Conference on Artificial Intelligence (AAAI'23), February 7-14, 2023, Washington, DC, USA.

Generalization Bounds for Estimating Causal Effects of Continuous Treatments.
Xin Wang, Shengfei Lyu, Xingyu Wu, Tianhao Wu, Huanhuan Chen.
The 36th Conference on Neural Information Processing Systems (NeurIPS'22), November 28–December 9, 2022, New Orleans, Louisiana, USA.

Domain Knowledge-enhanced Variable Selection for Biomedical Data Analysis.
Xingyu Wu, Zhenchao Tao, Bingbing Jiang, Tianhao Wu, Xin Wang, Huanhuan Chen.
Information Sciences, vol. 606 (8), pp. 469 - 488, 2022.

A distribution-based representation of Knowledge Quality.
Xiangyu Wang, Taiyu Ban, Lyuzhou Chen, Muhammad Usman, Tianhao Wu, Qiuju Chen, Huanhuan Chen.
Knowledge-Based Systems, vol. 281, pp. 111054, 2023.

Knowledge Graph Quality Control: A Survey.
Xiangyu Wang, Lyuzhou Chen, Taiyu Ban, Muhammad Usman,Yifeng Guan, Shikang Liu, Tianhao Wu, Huanhuan Chen.
Fundamental Research, vol. 1 (5), pp. 607-626, 2021.