Improved Local Search with Momentum for Bayesian Networks Structure Learning. - Xiaohan Liu; Xiaoguang Gao 001; Zidong Wang 002; Xinxin Ru (Entropy, 2021)

Bidirectional heuristic search to find the optimal Bayesian network structure. - Xiangyuan Tan; Xiaoguang Gao 001; Zidong Wang 002; Chuchao He 001 (Neurocomputing, 2021)

Learning Bayesian networks using A* search with ancestral constraints. - Zidong Wang 002; Xiaoguang Gao 001; Xiangyuan Tan; Xiaohan Liu (Neurocomputing, 2021)

Determining the direction of the local search in topological ordering space for Bayesian network structure learning. - Zidong Wang 002; Xiaoguang Gao 001; Xiangyuan Tan; Xiaohan Liu (Knowl. Based Syst., 2021)

Learning Bayesian networks based on order graph with ancestral constraints. - Zidong Wang 002; Xiaoguang Gao 001; Yu Yang; Xiangyuan Tan; Daqing Chen 001 (Knowl. Based Syst., 2021)

Learning the structure of Bayesian networks with ancestral and/or heuristic partition. - Xiangyuan Tan; Xiaoguang Gao 001; Zidong Wang 002; Hao Han; Xiaohan Liu; Da-Qing Chen 001 (Inf. Sci., 2022)

A metaheuristic causal discovery method in directed acyclic graphs space. - Xiaohan Liu; Xiaoguang Gao 001; Zidong Wang 002; Xinxin Ru; Qingfu Zhang 001 (Knowl. Based Syst., 2023)

Bayesian network parameter learning using fuzzy constraints. - Xinxin Ru; Xiaoguang Gao 001; Zidong Wang 002; Yangyang Wang; Xiaohan Liu (Neurocomputing, 2023)

Improving greedy local search methods by switching the search space. - Xiaohan Liu; Xiaoguang Gao 001; Xinxin Ru; Xiangyuan Tan; Zidong Wang 002 (Appl. Intell., 2023)

A novel structure learning method of Bayesian networks based on the neighboring complete node ordering search. - Chuchao He 001; Peng Wang; Linyu Tian; Ruohai Di; Zidong Wang 002; Yu Yang (Neurocomputing, 2024)

Incorporating structural constraints into continuous optimization for causal discovery. - Zidong Wang 002; Xiaoguang Gao 001; Xiaohan Liu; Xinxin Ru; Qingfu Zhang 001 (Neurocomputing, 2024)

The Improved Ordering-Based Search Method Incorporating with Ensemble Learning. - Hao Wang; Zidong Wang 002; Ruiguo Zhong; Xiaohan Liu; Xiaoguang Gao 001 (Cogn. Comput., 2024)

Bayesian network structure learning based on discrete artificial jellyfish search: Leveraging scoring and graphical properties. - Xuchen Yan; Xiaoguang Gao 001; Zidong Wang 002; Qianglong Wang; Xiaohan Liu (Swarm Evol. Comput., 2025)