Self Sparse Generative Adversarial Networks. - Wenliang Qian; Yang Xu 053; Wangmeng Zuo; Hui Li 035 (CoRR, 2021)

Efficient reliability analysis combining kriging and subset simulation with two-stage convergence criterion. - Jiahui Chen; Zhicheng Chen; Yang Xu 053; Hui Li 035 (Reliab. Eng. Syst. Saf., 2021)

A self-sparse generative adversarial network for autonomous early-stage design of architectural sketches. - Wenliang Qian; Yang Xu 053; Hui Li 035 (Comput. Aided Civ. Infrastructure Eng., 2022)

Structure-PoseNet for identification of dense dynamic displacement and three-dimensional poses of structures using a monocular camera. - Jin Zhao; Fangqiao Hu; Yang Xu 053; Wangmeng Zuo; Jiwei Zhong; Hui Li 035 (Comput. Aided Civ. Infrastructure Eng., 2022)

A Two-Stage Seismic Damage Assessment Method for Small, Dense, and Imbalanced Buildings in Remote Sensing Images. - Yu Wang 263; Liangyi Cui; Chenzong Zhang; Wenli Chen; Yang Xu 053; Qiangqiang Zhang (Remote. Sens., 2022)

Hierarchical Dynamic Bayesian Network-Based Fatigue Crack Propagation Modeling Considering Initial Defects. - Yang Xu 053; Bin Zhu; Zheng Zhang; Jiahui Chen (Sensors, 2022)

A topology description function-enhanced neural network for topology optimization. - Wenliang Qian; Yang Xu 053; Hui Li 035 (Comput. Aided Civ. Infrastructure Eng., 2023)

Scale-Rotation-Equivariant Lie Group Convolution Neural Networks (Lie Group-CNNs). - Weidong Qiao; Yang Xu 053; Hui Li 035 (CoRR, 2023)

Improved Swin Transformer-Based Semantic Segmentation of Postearthquake Dense Buildings in Urban Areas Using Remote Sensing Images. - Liangyi Cui; Xin Jing; Yu Wang 263; Yixuan Huan; Yang Xu 053; Qiangqiang Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

A deep reinforcement learning method for structural dominant failure modes searching based on self-play strategy. - Xiaoshu Guan; Huabin Sun; Rongrong Hou; Yang Xu 053; Yuequan Bao; Hui Li 035 (Reliab. Eng. Syst. Saf., 2023)

Complex Crack Segmentation and Quantitative Evaluation of Engineering Materials Based on Deep Learning Methods. - Xin Jing; Yixuan Huan; Yu Wang 263; Ruixian Huang; Yang Xu 053; Qiangqiang Zhang (IEEE Access, 2024)

Few-shot learning for structural health diagnosis of civil infrastructure. - Yang Xu 053; Yunlei Fan; Yuequan Bao; Hui Li 035 (Adv. Eng. Informatics, 2024)

Energy-derivative attention enhanced deep learning for multi-phase segmentation of mesoscale heterogeneous material using X-ray computed tomography images. - Xin Jing; Yu Wang 263; Yixuan Huan; Kaiyu Guo; Jiaqi Dong; Zhanxiong Ma; Yang Xu 053; Qiangqiang Zhang (Eng. Appl. Artif. Intell., 2025)

Lie group convolution neural networks with scale-rotation equivariance. - Weidong Qiao; Yang Xu 053; Hui Li 035 (Neural Networks, 2025)