Nearest-Neighbor Sampling Based Conditional Independence Testing. - Shuai Li 020; Ziqi Chen 002; Hongtu Zhu; Christina Dan Wang; Wang Wen (AAAI, 2023)

K-Nearest-Neighbor Local Sampling Based Conditional Independence Testing. - Shuai Li 020; Yingjie Zhang 004; Hongtu Zhu; Christina Dan Wang; Hai Shu; Ziqi Chen 002; Zhuoran Sun; Yanfeng Yang (NeurIPS, 2023)

Conditional Diffusion Models Based Conditional Independence Testing. - Yanfeng Yang; Shuai Li 020; Yingjie Zhang 004; Zhuoran Sun; Hai Shu; Ziqi Chen 002; Renming Zhang (AAAI, 2025)