Decorrelated spectral regression: An unsupervised dimension reduction method under data selection bias. - Xiuqi Huang; Haotian Ni; Tingjin Luo; Hong Tao; Chenping Hou (Neurocomputing, 2023)

Feature incremental learning with causality. - Haotian Ni; Shilin Gu; Ruidong Fan; Chenping Hou (Pattern Recognit., 2024)

Debiasing weighted multi-view k-means clustering based on causal regularization. - Xiuqi Huang; Hong Tao; Haotian Ni; Chenping Hou (Pattern Recognit., 2025)

Gradient-based causal discovery with latent variables. - Haotian Ni; Tian-Zuo Wang; Hong Tao; Xiuqi Huang; Chenping Hou (Mach. Learn., 2025)

RollingQ: Reviving the Cooperation Dynamics in Multimodal Transformer. - Haotian Ni; Yake Wei; Hang Liu; Gong Chen; Chong Peng; Hao Lin; Di Hu 001 (CoRR, 2025)