Dynamic Construction of Multilayer Neural Networks for Classification. - Jiqian Liu; Yunde Jia (ISNN (1), 2011)

A Lateral Inhibitory Spiking Neural Network for Sparse Representation in Visual Cortex. - Jiqian Liu; Yunde Jia (BICS, 2012)

Structural information processing in early vision using Hebbian-based mean shift. - Jiqian Liu; Caixia Zhang; Yunde Jia (IJCNN, 2013)

Non-negative Approximation with Thresholding for Cortical Visual Representation. - Jiqian Liu; Chunli Song; Chengbin Zeng (ICIC (1), 2015)

Sparse Representation via Intracellular and Extracellular Mechanisms. - Jiqian Liu; Chengbin Zeng (ISNN, 2015)

Hybrid deep-learning prediction model based on kernel multi-granularity fuzzy rough sets and its application in the diagnosis and treatment of chronic kidney disease. - Jiqian Liu; Bingzhen Sun; Jin Ye 005; Xixuan Zhao; Xiaoli Chu (Eng. Appl. Artif. Intell., 2025)

A three-way efficacy prediction method fusing temporal composite rough set and hybrid machine learning models on multigranulation temporal hybrid attribute information system. - Xixuan Zhao; Bingzhen Sun; Jin Ye 005; Jiqian Liu; Xinfang Zhang; Haoran Sun; Xiaoli Chu (Inf. Process. Manag., 2026)