Publications

My full publications list is on Google Scholar.

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, [paper], [code]

• 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, [paper]

• 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, [paper], [code]

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