Publications

My full publications list is on Google Scholar. (Due to the possibility of making minor updates to the published version, please refer to the following links on my homepage for the latest version of my publications if you are interested in them)

Note that * denotes equal contributions and † means corresponding authors.

Selected Publications

• Independence Test for Linear Non-Gaussian Data and Applications in Causal Discovery.
  Yiqing Li, Xiaofei Wang, Boyang Sun, Yewei Xia, and Kun Zhang†. [ICLR 2026]

• Conditional Independent Component Analysis For Estimating Causal Structure with Latent Variables.
  Yewei Xia, Zhengming Chen, Haoyue Dai, Fuhong Wang, Yixin Ren, Yiqing Li, Kun Zhang, and Shuigeng Zhou. [ICLR 2026]

• Extracting Rare Dependence Patterns via Adaptive Sample Reweighting.
  Yiqing Li*, Yewei Xia*, Xiaofei Wang, Zhengming Chen, Liuhua Peng, Mingming Gong†, and Kun Zhang†. [ICML 2025]

• Interventional Fairness on Partially Known Causal Graphs: A Constrained Optimization Approach.
  Aoqi Zuo, Yiqing Li, Susan Wei, and Mingming Gong. [ICLR 2024]