The Extended Kernel Adaptive Autoregressive-Moving-Average Algorithm. - Ran Dou; José C. Príncipe (IJCNN, 2022)

A self-learning cognitive architecture exploiting causality from rewards. - Hongming Li; Ran Dou; Andreas Keil; José C. Príncipe (Neural Networks, 2022)

Universal Recurrent Event Memories for Streaming Data. - Ran Dou; José C. Príncipe (IJCNN, 2023)

Dynamic Analysis and an Eigen Initializer for Recurrent Neural Networks. - Ran Dou; José C. Príncipe (IJCNN, 2023)

Trimformer: A Novel Sequence Compression Mechanism with Local Attention. - Ran Dou; Liyang Ru; José C. Príncipe (ICASSP, 2025)

Collaborative Optimization Approach for Workflow Agents in User Behavior Modeling. - Xinyu Zhang 019; Ran Dou; Enrui Hu; Minjun Zhao; Yangkai Ding; Zhicheng Dou (WWW (Companion Volume), 2025)