Parrot optimizer: Algorithm and applications to medical problems. - Junbo Jacob Lian; Guohua Hui; Ling Ma; Ting Zhu; Xincan Wu; Ali Asghar Heidari; Yi Chen 023; Huiling Chen 001 (Comput. Biol. Medicine, 2024)

Support Vector Boosting Machine (SVBM): Enhancing Classification Performance with AdaBoost and Residual Connections. - Junbo Jacob Lian (CoRR, 2024)

Twisted Convolutional Networks (TCNs): Enhancing Feature Interactions for Non-Spatial Data Classification. - Junbo Jacob Lian (CoRR, 2024)

Human Evolutionary Optimization Algorithm. - Junbo Jacob Lian; Guohua Hui (Expert Syst. Appl., 2024)

A single-wavelength laser relaxation spectroscopy-based machine learning solution for apple mechanical damage detection. - Junbo Jacob Lian; Jingyu Zhang; Quan Liu; Runhao Zhu; Jingyuan Ning; Siyi Xiong; Guohua Hui; Yuanyuan Gao; Xiong-wei Lou (Multim. Tools Appl., 2024)

The educational competition optimizer. - Junbo Jacob Lian; Ting Zhu; Ling Ma; Xincan Wu; Ali Asghar Heidari; Yi Chen 023; Huiling Chen 001; Guohua Hui (Int. J. Syst. Sci., 2024)

Trend-Aware Mechanism for Metaheuristic Algorithms. - Junbo Jacob Lian; Kaichen Ouyang; Rui Zhong; Yujun Zhang; Shipeng Luo; Ling Ma; Xincan Wu; Huiling Chen 001 (Appl. Soft Comput., 2025)

Integrating Competitive Framework into Differential Evolution: Comprehensive performance analysis and application in brain tumor detection. - Rui Zhong; Zhongmin Wang; Yujun Zhang; Junbo Jacob Lian; Jun Yu 012; Huiling Chen 001 (Appl. Soft Comput., 2025)