A smart conflict resolution model using multi-layer knowledge graph for conceptual design. - Zechuan Huang; Xin Guo 009; Ying Liu 004; Wu Zhao; Kai Zhang (Adv. Eng. Informatics, 2023)

Harnessing Multi-Domain Knowledge for User-Centric Product Conceptual Design. - Xin Guo 009; Zechuan Huang; Ying Liu 004; Wu Zhao; Zeyuan Yu (J. Comput. Inf. Sci. Eng., 2023)

Reinforcement Learning-based Self-adaptive Differential Evolution through Automated Landscape Feature Learning. - Hongshu Guo; Sijie Ma; Zechuan Huang; Yuzhi Hu; Zeyuan Ma; Xinglin Zhang; Yue-Jiao Gong (GECCO, 2025)

mKGMPP: A multi-layer knowledge graph integration framework and its inference method for manufacturing process planning. - Zechuan Huang; Xin Guo 009; Chong Jiang; Mingyue Yang; Hao Xue; Wu Zhao; Jie Wang (Adv. Eng. Informatics, 2025)

MetaBox-v2: A Unified Benchmark Platform for Meta-Black-Box Optimization. - Zeyuan Ma; Yue-Jiao Gong; Hongshu Guo; Wenjie Qiu 007; Sijie Ma; Hongqiao Lian; Jiajun Zhan; Kaixu Chen; Chen Wang; Zhiyang Huang; Zechuan Huang; Guojun Peng; et al. (CoRR, 2025)