Deep Learning for Stress Field Prediction Using Convolutional Neural Networks. - Zhenguo Nie; Haoliang Jiang; Levent Burak Kara (CoRR, 2018)

TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain. - Zhenguo Nie; Tong Lin 009; Haoliang Jiang; Levent Burak Kara (CoRR, 2020)

StressGAN: A Generative Deep Learning Model for 2D Stress Distribution Prediction. - Haoliang Jiang; Zhenguo Nie; Roselyn Yeo; Amir Barati Farimani; Levent Burak Kara (CoRR, 2020)

Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks. - Zhenguo Nie; Haoliang Jiang; Levent Burak Kara (J. Comput. Inf. Sci. Eng., 2020)

Design and Optimization of a Novel Intramedullary Robot for Limb Lengthening. - ShiKeat Lee; Zhenguo Nie; Handing Xu; Kai Hu; Zhao Gong; Qizhi Meng; Fugui Xie; Xin-Jun Liu (ICIRA (3), 2021)

An Online Intelligent Kinematic Calibration Method for Quadruped Robots Based on Machine Vision and Deep Learning. - Handing Xu; Zhenguo Nie; Xinyu Cui; ShiKeat Lee; Qizhi Meng; Fugui Xie; Xin-Jun Liu (ICIRA (4), 2021)

Design and Motion/Force Transmissibility Analysis of Two Motion-Decoupled 3T1R Parallel Robots with Full Rotational Capability. - Xin Yuan; Qizhi Meng; Fugui Xie; Zhenguo Nie; Xin-Jun Liu (ICIRA (3), 2021)

CCFD-Net: A novel deep learning model for credit card fraud detection. - Xiao Liu; Kuan Yan; Levent Burak Kara; Zhenguo Nie (IRI, 2021)

Artificial Intelligence Enhanced Rapid and Efficient Diagnosis of Mycoplasma Pneumoniae Pneumonia in Children Patients. - Chenglin Pan; Kuan Yan; Xiao Liu; Yanjie Chen; Yanyan Luo; Xiaoming Li; Zhenguo Nie; Xinjun Liu (CoRR, 2021)

SuperMeshing: A Novel Method for Boosting the Mesh Density in Numerical Computation within 2D Domain. - Handing Xu; Zhenguo Nie; Qingfeng Xu; Xinjun Liu (CoRR, 2021)

SuperMeshing: A New Deep Learning Architecture for Increasing the Mesh Density of Metal Forming Stress Field with Attention Mechanism and Perceptual Features. - Qingfeng Xu; Zhenguo Nie; Handing Xu; Haosu Zhou; Xinjun Liu (CoRR, 2021)

SCAR U-Net: A 3D Spatial-Channel Attention ResU-Net for Brain Tumor Segmentation. - Mengxian Chi; Hong An; Xu Jin; Ke Wen; Zhenguo Nie (ISAIMS, 2022)

A novel robotic negative pressure therapy method for lymphedema treatment on unstructured surfaces. - Zihao Li; Zhenguo Nie; Huichan Zhao; Xin-Jun Liu (ROBIO, 2023)

IC classifier: a classifier for 3D industrial components based on geometric prior using GNN. - Zipeng Lin; Zhenguo Nie (CoRR, 2023)

UNeR3D: Versatile and Scalable 3D RGB Point Cloud Generation from 2D Images in Unsupervised Reconstruction. - Hongbin Lin; Juangui Xu; Qingfeng Xu; Zhengyu Hu; Handing Xu; Yunzhi Chen; Yongjun Hu; Zhenguo Nie (CoRR, 2023)

Intelligent Detection and Classification of Surface Defects on Cold-Rolled Galvanized Steel Strips Using a Data-Driven Faulty Model With Attention Mechanism. - Hao Chen; Zhenguo Nie; Qingfeng Xu; Jianghua Fei; Kang Yang; Yaguan Li; Hongbin Lin; Wenhui Fan; Xin-Jun Liu (J. Comput. Inf. Sci. Eng., 2023)

SuperMeshing: Boosting the Mesh Density of Stress Field in Plane-Strain Problems Using Deep Learning Method. - Handing Xu; Zhenguo Nie; Qingfeng Xu; Yaguan Li; Fugui Xie; Xin-Jun Liu (J. Comput. Inf. Sci. Eng., 2023)

Plantar pressure for PCLD diagnosis. - Zhenguo Nie; Tianmu Wang (IEEE DataPort, 2023)

PneuNet: deep learning for COVID-19 pneumonia diagnosis on chest X-ray image analysis using Vision Transformer. - Tianmu Wang; Zhenguo Nie; Ruijing Wang; Qingfeng Xu; Hongshi Huang; Handing Xu; Fugui Xie; Xin-Jun Liu (Medical Biol. Eng. Comput., 2023)

An Omnidirectional Transportation System With High Terrain Adaptability and Flexible Configurations Using Multiple Nonholonomic Mobile Robots. - Quan Liu; Zhenguo Nie; Zhao Gong; Xin-Jun Liu (IEEE Robotics Autom. Lett., 2023)

Design of a Novel Vacuum Head with Haptic Perception for Negative Pressure Therapy on Limbs. - Zihao Li; Zhenguo Nie; Huichan Zhao; Qi Shao; Fugui Xie; Xin-Jun Liu (ICIRA (10), 2024)

Design and Development of a Five-Degree-of-Freedom Knee Joint Rehabilitation Robot with Multimode Signal Monitoring. - Kaijie Qi; Dai Li; Handing Xu; Zikang Li; Hongshi Huang; Zhenguo Nie (ICIRA (6), 2024)

Cross-Domain Transfer Learning for Galvanized Steel Strips Defect Detection and Recognition. - Hao Chen; Hongbin Lin; Qingfeng Xu; Yaguan Li; Yiming Zheng; Jianghua Fei; Kang Yang; Wenhui Fan; Zhenguo Nie (J. Comput. Inf. Sci. Eng., 2024)

An Automatic High-Precision Calibration Method of Legs and Feet for Quadruped Robots Using Machine Vision and Artificial Neural Networks. - Yaguan Li; Handing Xu; Yanjie Xu; Qingxue Huang; Xin-Jun Liu; Zhenguo Nie (J. Comput. Inf. Sci. Eng., 2024)

Three-Dimensional-Slice-Super-Resolution-Net: A Fast Few Shooting Learning Model for 3D Super-Resolution Using Slice-Up and Slice-Reconstruction. - Hongbin Lin; Qingfeng Xu; Handing Xu; Yanjie Xu; Yiming Zheng; Yubin Zhong; Zhenguo Nie (J. Comput. Inf. Sci. Eng., 2024)

An N-Shaped Lightweight Network with a Feature Pyramid and Hybrid Attention for Brain Tumor Segmentation. - Mengxian Chi; Hong An; Xu Jin; Zhenguo Nie (Entropy, 2024)

A Bio-Inspired Deformable Mouthpart Device With Adaptive Control for Negative Pressure Therapy on Unstructured Limb Surfaces. - Zihao Li; Zhenguo Nie; Huichan Zhao; Qi Shao; Fugui Xie; Xin-Jun Liu (IEEE Robotics Autom. Lett., 2024)

Lightweight triangular mesh deformable reconstruction for low quality 3D organ models: Thickness noise and uneven topology. - Yanjie Xu; Tianmu Wang; Zheng Xu; Boxing Su; Jianxing Li; Zhenguo Nie (Comput. Biol. Medicine, 2025)

Puncture path planning algorithm of flexible needle in percutaneous nephrolithotomy with a hybrid NSGA optimizer. - Tianmu Wang; Zhenguo Nie; Yanjie Xu; Boxing Su; Fugui Xie; Jinsong Wang; Jianxing Li; Xin-Jun Liu (Comput. Methods Programs Biomed., 2025)

Real-Time Prewarning System for Petroleum Pipeline Landslide Prediction Based on Imbalanced Machine Learning Methods With Finite Element Analysis. - Yifan Wei 004; Zelong Ma; Handing Xu; Yanjie Xu; Deli Chen; Yanjin Dong; Zhenguo Nie (IEEE Trans. Instrum. Meas., 2025)

Rethinking Rotation-Invariant Recognition of Fine-grained Shapes from the Perspective of Contour Points. - Yanjie Xu; Handing Xu; Tianmu Wang; Yaguan Li; Yunzhi Chen; Zhenguo Nie (CoRR, 2025)

NciaNet: A Non-Covalent Interaction-Aware Graph Neural Network for the Prediction of Protein-Ligand Interaction in Drug Discovery. - Guanyu Song; Meifeng Deng; Yunzhi Chen; Shijie Jia; Zhenguo Nie (IEEE J. Biomed. Health Informatics, 2025)