An adaptive dimension reduction algorithm for latent variables of variational autoencoder. - Yiran Dong; Chuanhou Gao (CoRR, 2021)

Causal Structure Learning by Using Intersection of Markov Blankets. - Yiran Dong; Chuanhou Gao (CoRR, 2023)

Research on Field Source Characteristics of Leakage Current of Arrester Based on TMR Sensor. - Yameng Fu; Tanxiao Li; Yongfu Li; Xiaoxu Hu; Xiping Jiang; Yiran Dong; Pengcheng Zhao; Chuanxiang Yu; Jingang Wang (Sensors, 2023)

Online Process Fault Diagnosis through Integration of Principal Component Analysis, Modified Recurrence Plot, and Convolutional Neural Networks. - Yiran Dong; Jie Zhang; Chris O'Malley (ICAC, 2024)

LILI clustering algorithm: Limit Inferior Leaf Interval Integrated into Causal Forest for Causal Interference. - Yiran Dong; Di Fan; Chuanhou Gao (CoRR, 2025)

Intersecting the Markov Blankets of Endogenous and Exogenous Variables for Causal Discovery. - Yiran Dong; Chuanhou Gao (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

DELBO: Efficient Score Algorithm for Feature Selection on Latent Variables of VAE. - Yiran Dong; Chuanhou Gao (IEEE Trans. Pattern Anal. Mach. Intell., 2025)