A Novel Deep DPCA-SVM Method for Fault Detection in Industrial Processes. - Jian Zhang; Jianxiao Zou; Jiyang Zhang; Qian Tao; Xingtai Gui; Hongbing Xu; Shicai Fan (CDC, 2019)

A Fault Detection Method based on the Deep Extended PCA - SVM in Industrial Processes. - Chun Yang; Lujing Tao; Jian Zhang; Xingtai Gui; Jiyang Zhang; Jianxiao Zou; Shicai Fan (ACC, 2021)

Deep Metric Learning Model for Imbalanced Fault Diagnosis. - Xingtai Gui; Jiyang Zhang (CoRR, 2021)

Simple Adaptive Projection with Pretrained Features for Anomaly Detection. - Xingtai Gui (CoRR, 2021)

Constrained Adaptive Projection with Pretrained Features for Anomaly Detection. - Xingtai Gui; Di Wu; Yang Chang; Shicai Fan (IJCAI, 2022)

A Quadruplet Deep Metric Learning model for imbalanced time-series fault diagnosis. - Xingtai Gui; Jiyang Zhang; Jianxiong Tang; Hongbing Xu; Jianxiao Zou; Shicai Fan (Knowl. Based Syst., 2022)

Cluster-aware Contrastive Learning for Unsupervised Out-of-distribution Detection. - Menglong Chen; Xingtai Gui; Shicai Fan (CoRR, 2023)

FipTR: A Simple yet Effective Transformer Framework for Future Instance Prediction in Autonomous Driving. - Xingtai Gui; Tengteng Huang; Haonan Shao; Haotian Yao; Chi Zhang (ECCV (87), 2024)

FipTR: A Simple yet Effective Transformer Framework for Future Instance Prediction in Autonomous Driving. - Xingtai Gui; Tengteng Huang; Haonan Shao; Haotian Yao; Chi Zhang 026 (CoRR, 2024)