Gengxiang Chen

20 papers B 1Journal 17Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A general reduced-order neural operator for spatio-temporal predictive learning on complex spatial domains. J. Comput. Phys. Qinglu Meng, Yingguang Li, Zhiliang Deng, Xu Liu, Gengxiang Chen, Qiutong Wu, Changqing Liu, Xiaozhong Hao
2026	J	`jnl`	Error source identification in metrology digital twin systems using machine learning. Adv. Eng. Informatics Gengxiang Chen, Charyar-Mehdi Souzani, Nabil Anwer
2026	J	`jnl`	Shape-morphing programming of soft materials on complex geometries via neural operator. CoRR Lu Chen, Gengxiang Chen, Xu Liu, Jingyan Su, Xuhao Lyu, Lihui Wang, Yingguang Li
2025	J	`jnl`	A Data Poisoning Resistible and Privacy Protection Federated-Learning Mechanism for Ubiquitous IoT. IEEE Internet Things J. Gengxiang Chen, Xiaoyi Li, Linlin You, Ahmed M. Abdelmoniem, Yan Zhang, Chau Yuen
2025	J	`jnl`	BV-NORM: A neural operator learning framework for parametric boundary value problems on complex geometric domains in engineering. Eng. Appl. Artif. Intell. Zhiliang Deng, Qinglu Meng, Yingguang Li, Xu Liu, Gengxiang Chen, Lu Chen, Changqing Liu, Xiaozhong Hao
2025	J	`jnl`	Fast prediction and compensation of curing deformation behaviours of composite parts with complex geometry based on neural operator on Riemannian manifolds. Eng. Appl. Artif. Intell. Lu Chen, Yingguang Li, Jingyan Su, Weiwei Xu, Lin Hu, Gengxiang Chen, Xu Liu, Xiaozhong Hao
2025	J	`jnl`	FedCon: A Model Consistency-Based Mechanism to Safeguard Federated Learning in Vulnerable and Heterogeneous IoT Environments. IEEE Internet Things J. Xiaoyi Li, Xuewei Tao, Gengxiang Chen, Linlin You, Yongzheng Sun
2025	J	`jnl`	Operator transfer learning for physics field prediction on complex geometries with limited labelled data. Knowl. Based Syst. Lin Hu, Lu Chen, Yingguang Li, Xu Liu, Gengxiang Chen, Qinglu Meng, Xiaozhong Hao, Changqing Liu
2025	J	`jnl`	Spatio-temporal neural operator on complex geometries. Comput. Phys. Commun. Xiaoyang Fu, Gengxiang Chen, Yingguang Li, Xu Liu, Lu Chen, Qinglu Meng, Changqing Liu, Xiaozhong Hao
2024	J	`jnl`	A general reduced-order neural operator for spatio-temporal predictive learning on complex spatial domains. CoRR Qinglu Meng, Yingguang Li, Zhiliang Deng, Xu Liu, Gengxiang Chen, Qiutong Wu, Changqing Liu, Xiaozhong Hao
2024	—	`conf`	Exploring Representational Similarity Analysis to Protect Federated Learning from Data Poisoning. WWW (Companion Volume) Gengxiang Chen, Kai Li, Ahmed M. Abdelmoniem, Linlin You
2024	J	`jnl`	Physics-guided high-value data sampling method for predicting milling stability with limited experimental data. J. Intell. Manuf. Lu Chen, Yingguang Li, Gengxiang Chen, Xu Liu, Changqing Liu
2023	B	`conf`	FedRSM: Representational-Similarity-Based Secured Model Uploading for Federated Learning. TrustCom Gengxiang Chen, Sheng Liu, Xu Yang, Tao Wang, Linlin You, Feng Xia
2023	J	`jnl`	Laplace neural operator for complex geometries. CoRR Gengxiang Chen, Xu Liu, Yingguang Li, Qinglu Meng, Lu Chen
2023	J	`jnl`	Multiple source partial knowledge transfer for manufacturing system modelling. Robotics Comput. Integr. Manuf. Xu Liu, Yingguang Li, Lu Chen, Gengxiang Chen, Boya Zhao
2023	—	`—`	New data-driven predictive modelling methods for data scarcity scenarios in smart manufacturing. (Nouvelle démarche de développement de modèles prédictifs de pilotage par les données en Smart-Manufacturing dans les cas de pénurie de données par l'utilisation de techniques de machine-Learning et l'IA). Gengxiang Chen
2022	J	`jnl`	Transfer Learning Under Conditional Shift Based on Fuzzy Residual. IEEE Trans. Cybern. Gengxiang Chen, Yingguang Li, Xu Liu
2022	J	`jnl`	Transfer learning for regression via latent variable represented conditional distribution alignment. Knowl. Based Syst. Xu Liu, Yingguang Li, Gengxiang Chen
2021	J	`jnl`	Deep transfer learning for conditional shift in regression. Knowl. Based Syst. Xu Liu, Yingguang Li, Qinglu Meng, Gengxiang Chen
2021	J	`jnl`	Residual fourier neural operator for thermochemical curing of composites. CoRR Gengxiang Chen, Yingguang Li, Xu Liu, Qinglu Meng, Jing Zhou, Xiaozhong Hao