Multi-domain description method for bearing fault recognition in varying speed condition. - Zitong Zhou; Jinglong Chen; Yanyang Zi; Xunzhang Chen (IECON, 2016)

A High-Temperature MEMS Surface Fence for Wall-Shear-Stress Measurement in Scramjet Flow. - Chengyu Ma; Binghe Ma; Jinjun Deng; Weizheng Yuan; Zitong Zhou; Han Zhang (Sensors, 2017)

LiftingNet: A Novel Deep Learning Network With Layerwise Feature Learning From Noisy Mechanical Data for Fault Classification. - Jun Pan 003; Yanyang Zi; Jinglong Chen; Zitong Zhou; Biao Wang (IEEE Trans. Ind. Electron., 2018)

An Adversarial Learning Framework for Zero-shot Fault Recognition of Mechanical Systems. - Jinglong Chen; Tongyang Pan; Zitong Zhou; Shuilong He (INDIN, 2019)

A Novel Deep Learning Network via Multiscale Inner Product With Locally Connected Feature Extraction for Intelligent Fault Detection. - Tongyang Pan; Jinglong Chen; Zitong Zhou; Changlei Wang; Shuilong He (IEEE Trans. Ind. Informatics, 2019)

The Application of Machine Learning in Activity Recognition with Healthy Older People Using a Batteryless Wearable Sensor. - Zitong Zhou (ICAAI, 2020)

Towards Intelligent Fault Diagnosis under Small Sample Condition via A Signals Augmented Semi-supervised Learning Framework. - Tianci Zhang; Jinglong Chen; Tongyang Pan; Zitong Zhou (INDIN, 2020)

Hybrid attribute conditional adversarial denoising autoencoder for zero-shot classification of mechanical intelligent fault diagnosis. - Haixin Lv; Jinglong Chen; Tongyang Pan; Zitong Zhou (Appl. Soft Comput., 2020)

Markov Chain Monte Carlo with Neural Network Surrogates: Application to Contaminant Source Identification. - Zitong Zhou; Daniel M. Tartakovsky (CoRR, 2020)

A Deep Learning Network via Shunt-Wound Restricted Boltzmann Machines Using Raw Data for Fault Detection. - Tongyang Pan; Jinglong Chen; Jun Pan 003; Zitong Zhou (IEEE Trans. Instrum. Meas., 2020)

Deep Learning for Simultaneous Inference of Hydraulic and Transport Properties. - Zitong Zhou; Nicholas Zabaras; Daniel M. Tartakovsky (CoRR, 2021)

Similarity-based meta-learning network with adversarial domain adaptation for cross-domain fault identification. - Yong Feng; Jinglong Chen; Zhuozheng Yang; Xiaogang Song; Yuanhong Chang; Shuilong He; Enyong Xu; Zitong Zhou (Knowl. Based Syst., 2021)

Intelligent fault diagnosis under small sample size conditions via Bidirectional InfoMax GAN with unsupervised representation learning. - Shen Liu; Jinglong Chen; Shuilong He; Enyong Xu; Haixin Lv; Zitong Zhou (Knowl. Based Syst., 2021)

Deep Feature Generating Network: A New Method for Intelligent Fault Detection of Mechanical Systems Under Class Imbalance. - Tongyang Pan; Jinglong Chen; Jingsong Xie; Zitong Zhou; Shuilong He (IEEE Trans. Ind. Informatics, 2021)

Layer Regeneration Network With Parameter Transfer and Knowledge Distillation for Intelligent Fault Diagnosis of Bearing Using Class Unbalanced Sample. - Fudong Li 002; Jinglong Chen; Shuilong He; Zitong Zhou (IEEE Trans. Instrum. Meas., 2021)

A Novel Multitask Adversarial Network via Redundant Lifting for Multicomponent Intelligent Fault Detection Under Sharp Speed Variation. - Zhen Shi; Jinglong Chen; Yanyang Zi; Zitong Zhou (IEEE Trans. Instrum. Meas., 2021)

A Novel Bearing Fault Classification Method Based on XGBoost: The Fusion of Deep Learning-Based Features and Empirical Features. - Jingsong Xie; Zhaoyang Li; Zitong Zhou; Scarlett Liu (IEEE Trans. Instrum. Meas., 2021)

Prototype augmented network with metric-mixed under limited samples for mechanical intelligent fault recognition. - Rujie Hou; Jinglong Chen; Shuilong He; Fudong Li 002; Zitong Zhou (Appl. Soft Comput., 2022)

Intelligent Fault Quantitative Identification for Industrial Internet of Things (IIoT) via a Novel Deep Dual Reinforcement Learning Model Accompanied With Insufficient Samples. - Yuanhong Chang; Jinglong Chen; Wenyang Wu; Tongyang Pan; Zitong Zhou; Shuilong He (IEEE Internet Things J., 2022)

CFs-focused intelligent diagnosis scheme via alternative kernels networks with soft squeeze-and-excitation attention for fast-precise fault detection under slow & sharp speed variations. - Yuanhong Chang; Jinglong Chen; Qiang Chen; Shen Liu; Zitong Zhou (Knowl. Based Syst., 2022)

Cross-domain intelligent bearing fault diagnosis under class imbalanced samples via transfer residual network augmented with explicit weight self-assignment strategy based on meta data. - Xuan Liu; Jinglong Chen; Kaiyu Zhang; Shen Liu; Shuilong He; Zitong Zhou (Knowl. Based Syst., 2022)

A multi-module generative adversarial network augmented with adaptive decoupling strategy for intelligent fault diagnosis of machines with small sample. - Kaiyu Zhang; Qiang Chen; Jinglong Chen; Shuilong He; Fudong Li 002; Zitong Zhou (Knowl. Based Syst., 2022)

Prior Knowledge-Augmented Self-Supervised Feature Learning for Few-Shot Intelligent Fault Diagnosis of Machines. - Tianci Zhang; Jinglong Chen; Shuilong He; Zitong Zhou (IEEE Trans. Ind. Electron., 2022)

Toward Small Sample Challenge in Intelligent Fault Diagnosis: Attention-Weighted Multidepth Feature Fusion Net With Signals Augmentation. - Tianci Zhang; Shuilong He; Jinglong Chen; Tongyang Pan; Zitong Zhou (IEEE Trans. Instrum. Meas., 2022)

AquaSense: Automated Sensitivity Analysis of Probabilistic Programs via Quantized Inference. - Zitong Zhou; Zixin Huang; Sasa Misailovic (ATVA, 2023)

A Sensor-Based Modified FMD Method to Identify Fault Feature for Mechanical Fault Diagnosis of Ship-Borne Antennae. - Zipeng Li; Zitong Zhou; Xiaoyi Zhou (IEEE Access, 2023)

A Position-Free Signal Transformer via Multiband Inner Relationship Extraction for Understanding Information Flow of Machinery Diagnosis. - Haixin Lv; Jinglong Chen; Shuilong He; Zitong Zhou (IEEE Trans. Instrum. Meas., 2023)

Magnetic coupling governed pinning directions in magnetic tunnel junctions under magnetic field annealing with zero magnetic field cooling. - Weibin Chen; Shaohua Yan; Zhiqiang Cao; Shiyang Lu; Xiaonan Zhao; Runrun Hao; Zitong Zhou; Zhi Li; Kun Zhang 030; Shishen Yan; Qunwen Leng (Sci. China Inf. Sci., 2023)

Globally Localized Multisource Domain Adaptation for Cross-Domain Fault Diagnosis With Category Shift. - Yong Feng; Jinglong Chen; Shuilong He; Tongyang Pan; Zitong Zhou (IEEE Trans. Neural Networks Learn. Syst., 2023)

A high precision two-axis GMR angular sensor manufactured by post-annealing. - Zitong Zhou; Zhiqiang Cao; Shaohua Yan; Xiaolong Wang; Libo Xie; Shiyang Lu; Dapeng Zhu; Qunwen Leng; Weisheng Zhao (Sci. China Inf. Sci., 2024)

Self-Supervised Simple Siamese Framework for Fault Diagnosis of Rotating Machinery With Unlabeled Samples. - Wenqing Wan; Jinglong Chen; Zitong Zhou; Zhen Shi (IEEE Trans. Neural Networks Learn. Syst., 2024)

ELA-YOLO: An efficient method with linear attention for steel surface defect detection during manufacturing. - Ruichen Ma; Jinglong Chen; Yong Feng; Zitong Zhou; Jingsong Xie (Adv. Eng. Informatics, 2025)

Domain anchor-guided cluster matching for intelligent fault diagnosis under distribution discrepancy and category shift. - Jinglong Chen; Yaqi Duan; Zhuohang Chen; Jingsong Xie; Zitong Zhou (Expert Syst. Appl., 2025)

TFD-former: Time-frequency domain fusion decoders for effective and robust fault diagnosis under time-varying speeds. - Ruichen Ma; Jinglong Chen; Yong Feng; Zitong Zhou; Jingsong Xie (Knowl. Based Syst., 2025)