Fault Diagnosis Using Unsupervised Transfer Learning Based on Adversarial Network. - Zhao Zhang; Xinyu Li 001; Long Wen 001; Liang Gao 001; Yiping Gao (CASE, 2019)

A Hierarchical Feature Fusion-based Method for Defect Recognition with a Small Sample. - Yiping Gao; Liang Gao 001; Xinyu Li 001 (IEEM, 2019)

Knowledge Graph-guided Convolutional Neural Network for Surface Defect Recognition. - Yucheng Wang 001; Liang Gao 001; Yiping Gao; Xinyu Li 001; Lili Gao (CASE, 2020)

A New Semi-Supervised Deep Learning Approach for Intelligent Defects Recognition. - Yiping Gao; Liang Gao 001; Xinyu Li 001 (ICNSC, 2020)

Discriminative stacked autoencoder for feature representation and classification. - Yiping Gao; Xinyu Li 001; Liang Gao 001 (Sci. China Inf. Sci., 2020)

A zero-shot learning method for fault diagnosis under unknown working loads. - Yiping Gao; Liang Gao 001; Xinyu Li 001; Yuwei Zheng (J. Intell. Manuf., 2020)

A semi-supervised convolutional neural network-based method for steel surface defect recognition. - Yiping Gao; Liang Gao 001; Xinyu Li 001; Xuguo Yan (Robotics Comput. Integr. Manuf., 2020)

A Multilevel Information Fusion-Based Deep Learning Method for Vision-Based Defect Recognition. - Yiping Gao; Liang Gao 001; Xinyu Li 001; Xi Vincent Wang (IEEE Trans. Instrum. Meas., 2020)

A Genetic Algorithm-Based Ensemble Convolutional Neural Networks for Defect Recognition with Small-Scale Samples. - Yiping Gao; Liang Gao 001; Xinyu Li 001; Cuiyu Wang (ICSI (1), 2021)

A new Feature-Fusion method based on training dataset prototype for surface defect recognition. - Yucheng Wang 001; Xinyu Li 001; Yiping Gao; Lijian Wang; Liang Gao 001 (Adv. Eng. Informatics, 2021)

A Deep Lifelong Learning Method for Digital-Twin Driven Defect Recognition With Novel Classes. - Yiping Gao; Xinyu Li 001; Liang Gao 001 (J. Comput. Inf. Sci. Eng., 2021)

A new graph-based semi-supervised method for surface defect classification. - Yucheng Wang 001; Liang Gao 001; Yiping Gao; Xinyu Li 001 (Robotics Comput. Integr. Manuf., 2021)

A Generative Adversarial Network Based Deep Learning Method for Low-Quality Defect Image Reconstruction and Recognition. - Yiping Gao; Liang Gao 001; Xinyu Li 001 (IEEE Trans. Ind. Informatics, 2021)

A New Graph-Based Method for Class Imbalance in Surface Defect Recognition. - Yucheng Wang 001; Liang Gao 001; Xinyu Li 001; Yiping Gao; Xiaotong Xie (IEEE Trans. Instrum. Meas., 2021)

Anchor-based Detection and Height Estimation Framework for Particle Defects on Cathodic Copper Plate Surface. - Chen Sun 015; Qian Wan; Zhaofu Li; Liang Gao 001; Xinyu Li 001; Yiping Gao (CASE, 2022)

An Effective Point Cloud Classification Method Based on Improved Non-local Neural Networks. - Yanan Song; Xianfei Liu; Weiming Shen 001; Yiping Gao; Xianke Zhou; Peng Lu (CSCWD, 2022)

Zero-shot surface defect recognition with class knowledge graph. - Zhaofu Li; Liang Gao 001; Yiping Gao; Xinyu Li 001; Hui Li 063 (Adv. Eng. Informatics, 2022)

A New Knowledge Distillation Network for Incremental Few-Shot Surface Defect Detection. - Chen Sun 015; Liang Gao 001; Xinyu Li 001; Yiping Gao (CoRR, 2022)

Integrated Gradient-Based Continuous Wavelet Transform for Bearing Fault Diagnosis. - Junfei Du; Xinyu Li 001; Yiping Gao; Liang Gao 001 (Sensors, 2022)

Semi-Supervised Defect Detection Method with Data-Expanding Strategy for PCB Quality Inspection. - Yusen Wan; Liang Gao 001; Xinyu Li 001; Yiping Gao (Sensors, 2022)

A Graph Guided Convolutional Neural Network for Surface Defect Recognition. - Yucheng Wang 001; Liang Gao 001; Yiping Gao; Xinyu Li 001 (IEEE Trans Autom. Sci. Eng., 2022)

A Hierarchical Training-Convolutional Neural Network for Imbalanced Fault Diagnosis in Complex Equipment. - Yiping Gao; Liang Gao 001; Xinyu Li 001; Siyu Cao (IEEE Trans. Ind. Informatics, 2022)

Frustum-LDGCNN: A High Efficient 3D Object Detection Network with Frustum Proposal. - Junhong Qian; Youlong Lv; Yiping Gao; Junliang Wang (CASE, 2023)

An Adaptive Discrete Whale Swarm Algorithm for the Distributed Job-Shop Scheduling Problem with Limited AGVs. - Youjie Yao 001; Cuiyu Wang; Yiping Gao; Xinyu Li 001; Liang Gao 001 (CASE, 2023)

Simple Parameter-free Self-attention Approximation. - Yuwen Zhai; Jing Hao; Liang Gao 001; Xinyu Li 001; Yiping Gao; Shumin Han (Tiny Papers @ ICLR, 2023)

A hierarchical training-convolutional neural network with feature alignment for steel surface defect recognition. - Yiping Gao; Liang Gao 001; Xinyu Li 001 (Robotics Comput. Integr. Manuf., 2023)

Open-Set Fault Diagnosis based on Prototype Learning with Dual Category-Classifier. - Shenqiang Ke; Liang Gao 001; Xinyu Li 001; Yiping Gao (CASE, 2024)

Large Language Model for Humanoid Cognition in Proactive Human-Robot Collaboration. - Shufei Li; Zuoxu Wang; Zhijie Yan; Yiping Gao; Han Jiang; Pai Zheng (CASE, 2024)

A Hybrid Genetic Algorithm for Flexible Job Shop Scheduling Problem with Batch Processing Machines. - Tianhong Wang 008; Yue Teng; Chunjiang Zhang; Yiping Gao; Xinyu Li 001 (CSCWD, 2024)

Desirable Properties Based Neural Network Explanations Evaluation Method for Fault Diagnosis. - Junfei Du; Xinyu Li 001; Liang Gao 001; Yiping Gao (ICIC (LNAI 4), 2024)

ACAT-transformer: Adaptive classifier with attention-wise transformation for few-sample surface defect recognition. - Zhaofu Li; Liang Gao 001; Xinyu Li 001; Yiping Gao (Adv. Eng. Informatics, 2024)

An Incremental Knowledge Learning Framework for Continuous Defect Detection. - Chen Sun 015; Liang Gao 001; Xinyu Li 001; Pai Zheng; Yiping Gao (IEEE Trans. Instrum. Meas., 2024)

Deep Feature Contrasting for Industrial Image Anomaly Segmentation. - Qian Wan; Yunkang Cao; Liang Gao 001; Xinyu Li 001; Yiping Gao (IEEE Trans. Instrum. Meas., 2024)

A Multi-level spatial feature fusion-based transformer for intelligent defect recognition with small samples toward smart manufacturing system. - Yiping Gao; Xinyu Li 001; Liang Gao 001 (Int. J. Comput. Integr. Manuf., 2024)

Self-Supervised-Enabled Open-Set Cross-Domain Fault Diagnosis Method for Rotating Machinery. - Li Wang 079; Yiping Gao; Xinyu Li 001; Liang Gao 001 (IEEE Trans. Ind. Informatics, 2024)

DZAD: Diffusion-based Zero-shot Anomaly Detection. - Tianrui Zhang; Liang Gao 001; Xinyu Li 001; Yiping Gao (AAAI, 2025)

An Improved Gray Wolf Optimizer for Wafer Probing Scheduling Problem. - Yifan Gao; Xinyu Li 001; Chunjiang Zhang; Zishun Hu; Yiping Gao; Liang Gao 001 (CSCWD, 2025)

A Discrete Grey Wolf Optimizer with an Active-Decoding Strategy for Reconfigurable Manufacturing System Scheduling Problem. - Haoran Li; Cuiyu Wang; Xinyu Li 001; Qihao Liu; Yiping Gao; Liang Gao 001 (CSCWD, 2025)

Automatic Strategy Selection Based on Graph Neural Network for Constraint Programming on the Shop Scheduling. - Mengya Zhang; Xinyu Li; Liang Gao; Chunjiang Zhang; Yiping Gao (CSCWD, 2025)

Threshold alignment indicator driven two-phase nonlinear degradation model for remaining useful life prediction of rolling bearing. - Xuewu Pei; Xinyu Li 001; Jiawei Li; Yiping Gao; Liang Gao 001 (Adv. Eng. Informatics, 2025)

Adaptive weights-based relaxed broad learning system for imbalanced classification. - Yanting Li; Yiping Gao; Junwei Jin 001; Jiaofen Nan; Yinghui Meng; Mengjie Wang; C. L. Philip Chen (Digit. Signal Process., 2025)

VLM-MSGraph: Vision Language Model-enabled Multi-hierarchical Scene Graph for robotic assembly. - Shufei Li; Zhijie Yan; Zuoxu Wang; Yiping Gao (Robotics Comput. Integr. Manuf., 2025)

Adversarial Contrastive Learning-Enabled Domain Extension Method for Time-Varying Cross-Domain Fault Diagnosis. - Li Wang 079; Yiping Gao; Liang Gao 001; Xinyu Li 001 (IEEE Trans. Instrum. Meas., 2025)

Multilevel Feature Alignment Method for Advancing Remaining Useful Life Prediction of Rolling Bearing. - Xuewu Pei; Yiping Gao; Xinyu Li 001; Liang Gao 001; Xingxin Zhao (IEEE Internet Things J., 2025)

Self-Supervised Pseudo-Label Learning-Enabled Cross-Domain Fault Diagnosis Method Under Time-Varying Speeds. - Li Wang 079; Yiping Gao; Xinyu Li 001; Liang Gao 001 (IEEE Trans. Syst. Man Cybern. Syst., 2025)