张宇轩｜北京农学院｜学者主页

2026

A noise-robust xLSTM-based method for fault diagnosis in gas-insulated Switchgear using acoustic signals under strong noise interference

Hongkai Dong, Yuxuan Zhang, Bo Zhang, Zipeng Zhang, Yuying Shao, Guogang Yuan, Houguang Liu

Expert Systems With Applications，Vol. 304

DOI

2026

基于DD-MA-YOLOv11的设施番茄花穗检测与花朵状态识别方法

高雅楠，柳平增，张宇轩，朱珂，张艳，于群，温孚江

《农业工程学报》

2026

基于改进时间位移网络的黄瓜农事行为识别方法

李杰，任硕，张宇轩，朱芳芳，朱珂，柳平增，毕焕改，张艳

《农业工程学报》

2026

TinyML pipeline for efficient crack classification in UAV-based structural health inspections

Yuxuan Zhang, A. Nürnberg, L. M. Rau, Q. Vu, Yu-Chen Lu, B. Oelmann, Sebastian Bader

Scientific Reports

DOI

2026

TinyLSN: A Lightweight Network for Real-Time Marine Pipeline Leakage Detection in IoT Systems

Yu-Chen Lu, Yuxuan Zhang, Hong-Bing Liu, Sebastian Bader

IEEE Internet of Things Journal

DOI

2026

TinyML-Enabled IoT Edge Framework With Knowledge Distillation for Weed Classification

Yuxuan Zhang, Yu-Chen Lu, L. M. Martinez-Rau, Zhengqiang Fan, Quan Qiu, Brendan O’Flynn, Sebastian Bader

IEEE Internet of Things Journal

DOI

2026

CMD-YOLO: An IoT-Oriented Lightweight Vision Framework for Real-Time Chili Maturity Detection and Robotic Localization on Edge Devices

Min-Qiu Kuang, Yuxuan Zhang, Fang-Ping Xie, Da-Wei Liu, Yang Xiang, Xu Li, Susanto Rahardja

IEEE Internet of Things Journal

DOI

2026

WAGENet: A Hardware-Aware Lightweight Network for Real-Time Weed Identification on Low-Power Resource-Constrained MCUs

Yunjie Li, Yuqian Huang, Yu-Chen Lu, Min-Qiu Kuang, Yu-Hang Wu, Da Guo, Zhengqiang Fan, Li Yang, Yuxuan Zhang

Agriculture

DOI

2026

DDM-YOLO: A lightweight oriented detection model for mature daylily fruits in complex environments

Min-Qiu Kuang, Xue-Jie Zou, Fang-Ping Xie, Xiao-Jian Li, Shang Chen, Da-Wei Liu, Yuxuan Zhang, Sebastian Bader, Xiang-Jun Zou, Xu Li

Journal of King Saud University: Computer and Information Sciences

DOI

2026

Steel surface defect detection based on multi-scale dynamic convolution and lightweight cross-stage fusion

Yuxuan Zhang, Biao Xu, Guan-Ci Yang

PeerJ Computer Science

DOI

2026

Real-time on-device weed identification using a hardware-efficient lightweight CNN

Yuxuan Zhang, Yu-Chen Lu, L. M. Martinez-Rau, Quan Qiu, Sebastian Bader

Frontiers in Plant Science

DOI

2026

An all-in-one electronic nose instrument for low-concentration malodorous gas measurement and classification

Cheng-Long Gu, Qiang-Sheng Wu, Nan Wang, Yuxuan Zhang, Sebastian Bader, Xiao-Feng Ling, Yong-Jing Wan, Da-Qi Gao

Measurement

DOI

2026

Edge-Intelligent Vision-Guided Closed-Loop Workflow Monitoring and Error Recovery for Digital Microfluidics

Ze-Rui Song, Kun-Lun Guo, Ju-Yue Dong, Jun-Yu Zhang, Yuxuan Zhang, Sebastian Bader, Zhen Gu, Susanto Rahardja, Hui-Feng Wang

IEEE Internet of Things Journal

DOI

2026

Prescription-Map-Guided Bi-Level Multi-Objective Path Planning for UAV–UGV Collaborative Spraying and Fertilization in Smart Agriculture

Shi-Yang Li, Ji-Song Lv, Yu-Chen Lu, Yuxuan Zhang

Drones

DOI

2026

CFPR-YOLO: chili flower pose estimation for robotic pollination in unstructured environments

Min-Qiu Kuang, Yushi Wang, Xiao-Jian Li, Da-Wei Liu, Yang Xiang, Feng Liu, Xiang-Jun Zou, Fang-Ping Xie, Yuxuan Zhang, Xu Li

Frontiers in Plant Science

DOI

2026

Dual-stream learning with inverted transformer and BiGRU for rolling bearing remaining useful life prediction

Shi-Qian Wu, Liang-Liang Tao, Yuxuan Zhang

Scientific Reports

DOI

2026

Chili-Seg: a high-precision detection and instance segmentation model for chili flowers in complex environments

Min-Qiu Kuang, Xiao-Jian Li, Zhi-Zhen Hu, Da-Wei Liu, Yang Xiang, Fang-Ping Xie, Yuxuan Zhang, Xu Li

Frontiers in Plant Science

DOI

2026

Physics-Guided Dual-Stream Fusion for Extreme Few-Shot Fault Diagnosis Under Massive Domain Shifts

Shi-Qian Wu, Wei-Min Zhang, Huiyu Liu, Yu-Chen Lu, Yuxuan Zhang

Processes

DOI

2026

CF-DETR: a robust transformer-based framework for small-scale chili flower detection in industrial chili production systems

Min-Qiu Kuang, Xiao-Jian Li, Bei Wu, Da-Wei Liu, Yang Xiang, Feng Liu, Xiang-Jun Zou, Fang-Ping Xie, Yuxuan Zhang, Xu Li

Frontiers in Plant Science

DOI

2026

A Novel Lightweight Distributional Knowledge Harmonization Framework for Acoustic Emission-Based Marine Pipeline Leak Pattern Recognition

Yu-Chen Lu, Yuxuan Zhang, Hong-Bing Liu, Xiao-Juan Zhang, Sebastian Bader, Susanto Rahardja

IEEE Transactions on Industrial Informatics

DOI

2026

Advancements and prospects in key technologies for robotic pollination in greenhouse pepper breeding: a review

Min-Qiu Kuang, Xiao-Jian Li, Fang-Ping Xie, Xue-Jie Zou, Yang Xiang, Yuxuan Zhang, Da-Wei Liu, Xiang-Jun Zou, Xu Li

Frontiers in Plant Science

DOI

2026

Multiview Interval Hypergraph Learning for Time Series Classification and Its Application to Turntable Fault Diagnosis

Chang-Chun He, Xin Huo, Yuxuan Zhang, Sebastian Bader

IEEE transactions on industrial electronics (1982. Print)

DOI

2026

Lightweight LSTM-Optimized Time-Difference Mapping Method for Precise Acoustic-Emission Source Localization in Composite Materials

Xiao-Ran Wang, Hongyu Li, Zeng-Hua Liu, Jia-Ning Zhang, Yuxuan Zhang, Sebastian Bader

IEEE Transactions on Instrumentation and Measurement

DOI

2026

Learning multi-dimensional sensor relationships for robust marine pipeline leakage non-destructive detection via adaptive graph networks

Yu-Chen Lu, Yi-Fei Li, Hong-Bing Liu, Yuxuan Zhang, Xin Wang, Meng-Han Chen, Chuan-Yang Zhao, M. A. Wahab

Engineering structures

DOI

2026

GCP-YOLO: high-precision detection of tiny chili flowers in complex greenhouse scenes

Min-Qiu Kuang, Yushi Wang, Xiao-Jian Li, Xiang-Jun Zou, Da-Wei Liu, Yang Xiang, Sebastian Bader, Fang-Ping Xie, Yuxuan Zhang, Xu Li

Frontiers in Plant Science

DOI

2026

A Novel Residual Dual Attention Multiscale Network for Vibration-Based Damage Recognition in Floating Wind Turbine Structural Health Monitoring

Hui-Ming Han, Yi-Fei Li, Ren-Qiang Wang, Hua Deng, Yu-Chen Lu, Yuxuan Zhang

Italian National Conference on Sensors

DOI

2026

Feature Separation-Based Domain Adaptation for Remaining Useful Life Prediction of Aero-Engines

Yuxin Chu, Yuxuan Zhang, Yan-Yan Hu, Zhichao Feng

Chinese Control and Decision Conference

DOI

2026

A novel leak-aware diffusion method for structural health monitoring of offshore platform pipelines under limited labeled data

Yu-Chen Lu, Meng-Han Chen, Jia-Yu Fang, Yuxuan Zhang, Zhen-Hao Zhu, Xiao-Long Qiu, Wei-Zhe Ren, Hong-Dong Qin, Hong-Bing Liu

Ocean Engineering

DOI

2026

CS-OBB: An improved oriented bounding box framework for fruit-stem detection and picking point localization of fresh chili peppers

Min-Qiu Kuang, Bo Wang, Xiao-Jian Li, Ji-Xin Zhou, Da-Wei Liu, Yang Xiang, Bei Wu, Fang-Ping Xie, Yuxuan Zhang, Xu Li

Smart Agricultural Technology

DOI

2026

Robust Microseismic Denoising via Multivariate Singular Spectrum Analysis Coupled With Frequency-Domain-Aware U-Net

Ren-Jie He, Qin-Xun Zhang, Chunlu Wang, Zhi-Wen Li, Zu-Bin Chen, Yuxuan Zhang, Sebastian Bader

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

Minimizing inspection dead zones in pipeline stress evaluation via acoustoelastic local resonance of zero-group-velocity guided waves

Tian-Chen Sheng, Sen Deng, Zai-Xuan Zhu, Hao Cong, Yi-Chao Tang, Weijia Shi, Yuxuan Zhang, Jia-Xin Li, Bo Zhao, Jiubin Tan

Measurement

DOI

2026

Structural health monitoring of offshore pipelines via a novel spatial-topological adaptive graph neural network

Yu-Chen Lu, Yuxuan Zhang, Xiao-Long Qiu, Wei-Zhe Ren, Chuan-Yang Zhao, Meng-Han Chen, Yi-Fei Li, Sebastian Bader, Hong-Bing Liu

Structural Health Monitoring

DOI

2026

Tactile Sensing-Based Measurement and Correlation Analysis for Peach Ripeness Assessment

Chaoyue Han, Shuo Kang, Lipengcheng Wan, Dong-Dong Du, Yuxuan Zhang, Yu-Chen Lu, Jun Wang

IEEE Transactions on Instrumentation and Measurement

DOI

2026

Non-Invasive liquid viscosity characterization in Fluid-Filled pipes using zero group velocity guided wave resonances.

Tian-Chen Sheng, Hao Cong, Zai-Xuan Zhu, Yi-Chao Tang, Weijia Shi, Jia-Xin Li, Bo Zhao, Yuxuan Zhang, Jiubin Tan

Ultrasonics

DOI

2026

Rice yield prediction using UAV-based multispectral imagery and AutoGluon across regions and field scales

Jing Huo, Qingsong Wang, Cheng-Yang Ji, Song Huang, Boteng Sun, Huifang Xiao, Chen-Yao Yang, Feng-Jun Yan, Yuxuan Zhang, Wei Zhou

Frontiers in Plant Science

DOI

2026

YOLO-RCM: An Improved Tomato Maturity Detection Model for Complex Greenhouse Environments

Dehua Chen, Hao Teng, Yu-Chen Lu, Yuxuan Zhang, Hao-Rong Wu

Agronomy

DOI

2026

DCFP-YOLO: A Dual-Backbone Feature Fusion Network for Multi-Pose Chili Flower Recognition and Edge Deployment

Min-Qiu Kuang, Xiao-Jian Li, Fang-Ping Xie, Shang Chen, Da-Wei Liu, Yang Xiang, Bei Wu, Feng Liu, Yuxuan Zhang, Xu Li

Agriculture

DOI

2026

physically interpretable residual strength prediction of corroded pipelines via symbolic Bayesian networks

Meng-Han Chen, Yuxuan Zhang, Yan-Chen Ye, Yu-Chen Lu

Scientific Reports

DOI

2026

Dynamic Causal Graph Network for Reliable Pipeline Leak Detection

Yuxuan Zhang, Yu-Chen Lu, Dun Li, Sebastian Bader, E. Zio

Reliability Engineering & System Safety

DOI

2026

Acoustic Emission-Based Offshore Pipeline Valve Leakage Detection Toward Enhanced Process Safety

Hong-Dong Qin, Xing-Shuang Hao, Zhen-Hao Zhu, Wei-Zhe Ren, Xiao-Long Qiu, Yu-Chen Lu, Hong-Bing Liu, Yuxuan Zhang

Italian National Conference on Sensors

DOI

2026

Multi-scale Dual-context Wavelet Network for Early-stage Damage Recognition of Floating Wind Turbines

Hui-Ming Han, Yi-Fei Li, Meng-Han Chen, Ren-Qiang Wang, Hua Deng, Yu-Chen Lu, Su-Hang Yang, Yuxuan Zhang

IEEE Access

DOI

2026

Long-tailed acoustic-emission-based structural condition recognition in marine steel structures via cross-state residual injection

Meng-Han Chen, Yi-Fei Li, Hong-Bing Liu, Yu-Chen Lu, Jiu-Fan Hou, Chun-Yu Zhou, Wei-Zhe Ren, Yuxuan Zhang, M. Wahab

Ocean Engineering

DOI

2026

Learnable Band-Selective Envelope-Spectrum Residual Fusion for Bearing Fault Diagnosis Under Matched Noise Conditions

Shi-Qian Wu, Wei-Min Zhang, Yu-Rui Sang, Ming-Hui Guo, Yu-Chen Lu, Yuxuan Zhang

Machines

DOI

2025

基于改进YOLOv11n-seg的设施黄瓜植株表型自动化提取方法

张宇轩，柳平增，李杰，高雅楠，朱珂，张艳，于群，温孚江

《农业工程学报》

2025

Survey of Quantization Techniques for On-Device Vision-based Crack Detection

Yuxuan Zhang, L. M. Martinez-Rau, Q. Vu, B. Oelmann, S. Bader

International Instrumentation and Measurement Technology Conference

DOI

2025

On-Device Fault Diagnosis With Augmented Acoustic Emission Data: A Case Study on Carbon Fiber Panels

Yuxuan Zhang, R. Pullin, B. Oelmann, S. Bader

IEEE Transactions on Instrumentation and Measurement

DOI

2025

Long short-term memory-optimized time difference mapping for enhanced acoustic emission source localization in composite materials

Xiao-Ran Wang, Hongyu Li, Zeng-Hua Liu, Jia-Ning Zhang, Yuxuan Zhang, Sebastian Bader

Sensors Applications Symposium

DOI

2025

An On-Device Hybrid Machine Learning Approach for Anomaly Detection in Conveyor Belt Operations

L. M. Martinez-Rau, Yuxuan Zhang, Quynh Nguyen Phuong Vu, B. Oelmann, S. Bader

International Instrumentation and Measurement Technology Conference

DOI

2025

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks

Q. Vu, L. M. Martinez-Rau, Yuxuan Zhang, N. Tran, B. Oelmann, Michele Magno, S. Bader

Sensors Applications Symposium

DOI

2025

On-Device Crack Segmentation for Edge Structural Health Monitoring

Yuxuan Zhang, Ye Xu, L. M. Martinez-Rau, Q. Vu, B. Oelmann, S. Bader

Sensors Applications Symposium

DOI

2025

Adaptive Noise Resilient Keyword Spotting Using One-Shot Learning

L. M. Martinez-Rau, Q. Vu, Yuxuan Zhang, B. Oelmann, S. Bader

World Forum on Internet of Things

DOI

2025

Acoustic emission-based graph learning for internal valve leakage localisation in offshore pipelines

Yu-Chen Lu, Yuxuan Zhang, Meng-Han Chen, Qiangqiang Liu, Xiao-Ran Wang, Zeng-Hua Liu, Hong-Bing Liu

Nondestructive Testing and Evaluation

DOI

2025

Rolling bearing fault diagnosis in noisy environments using Channel-Time parallel attention networks

Guanhua Li, Meng-Han Chen, Yu-Chen Lu, Yuxuan Zhang

Scientific Reports

DOI

2025

Low-SNR Microseismic Source Localization via Multiscale Convolutional Network With Coordinate Attention

Ren-Jie He, Qin-Xun Zhang, Chunlu Wang, Zu-Bin Chen, Yuxuan Zhang, Sebastian Bader

IEEE Transactions on Instrumentation and Measurement

DOI

2024

TinyML Anomaly Detection for Industrial Machines with Periodic Duty Cycles

L. M. Martinez-Rau, Yuxuan Zhang, B. Oelmann, S. Bader

Sensors Applications Symposium

DOI

2024

ERKT-Net: Implementing Efficient and Robust Knowledge Distillation for Remote Sensing Image Classification

Huaxiang Song, Yafang Li, Xiaowen Li, Yuxuan Zhang, Yangyang Zhu, Yong Zhou

EAI Endorsed Trans. Ind. Networks Intell. Syst.

DOI

2024

On-Device Anomaly Detection in Conveyor Belt Operations

L. M. Martinez-Rau, Yuxuan Zhang, B. Oelmann, S. Bader

IEEE Open Journal of Instrumentation and Measurement

DOI

2024

Enabling Autonomous Structural Inspections with Tiny Machine Learning on UAVs

Yuxuan Zhang, L. M. Martinez-Rau, B. Oelmann, S. Bader

Sensors Applications Symposium

DOI

2024

Comparison of Tiny Machine Learning Techniques for Embedded Acoustic Emission Analysis

Uditha Muthumala, Yuxuan Zhang, L. M. Martinez-Rau, S. Bader

World Forum on Internet of Things

DOI

2023

Tiny Machine Learning for Real-Time Postural Stability Analysis

Veysi Adin, Yuxuan Zhang, Bruno Andó, B. Oelmann, S. Bader

Sensors Applications Symposium

DOI

Pipeline Posterior Scoring Module for out-of-distribution detection via attachable uncertainty quantification

Yu-Chen Lu, Yuxuan Zhang, Ying Zhang, Dun Li, Sebastian Bader

Reliability Engineering & System Safety

DOI

精选作品

期刊论文

A noise-robust xLSTM-based method for fault diagnosis in gas-insulated Switchgear using acoustic signals under strong noise interference

基于DD-MA-YOLOv11的设施番茄花穗检测与花朵状态识别方法

基于改进时间位移网络的黄瓜农事行为识别方法

TinyML pipeline for efficient crack classification in UAV-based structural health inspections

TinyLSN: A Lightweight Network for Real-Time Marine Pipeline Leakage Detection in IoT Systems

TinyML-Enabled IoT Edge Framework With Knowledge Distillation for Weed Classification

CMD-YOLO: An IoT-Oriented Lightweight Vision Framework for Real-Time Chili Maturity Detection and Robotic Localization on Edge Devices

WAGENet: A Hardware-Aware Lightweight Network for Real-Time Weed Identification on Low-Power Resource-Constrained MCUs

DDM-YOLO: A lightweight oriented detection model for mature daylily fruits in complex environments

Steel surface defect detection based on multi-scale dynamic convolution and lightweight cross-stage fusion

Real-time on-device weed identification using a hardware-efficient lightweight CNN

An all-in-one electronic nose instrument for low-concentration malodorous gas measurement and classification

Edge-Intelligent Vision-Guided Closed-Loop Workflow Monitoring and Error Recovery for Digital Microfluidics

Prescription-Map-Guided Bi-Level Multi-Objective Path Planning for UAV–UGV Collaborative Spraying and Fertilization in Smart Agriculture

CFPR-YOLO: chili flower pose estimation for robotic pollination in unstructured environments

Dual-stream learning with inverted transformer and BiGRU for rolling bearing remaining useful life prediction

Chili-Seg: a high-precision detection and instance segmentation model for chili flowers in complex environments

Physics-Guided Dual-Stream Fusion for Extreme Few-Shot Fault Diagnosis Under Massive Domain Shifts

CF-DETR: a robust transformer-based framework for small-scale chili flower detection in industrial chili production systems

A Novel Lightweight Distributional Knowledge Harmonization Framework for Acoustic Emission-Based Marine Pipeline Leak Pattern Recognition

Advancements and prospects in key technologies for robotic pollination in greenhouse pepper breeding: a review

Multiview Interval Hypergraph Learning for Time Series Classification and Its Application to Turntable Fault Diagnosis

Lightweight LSTM-Optimized Time-Difference Mapping Method for Precise Acoustic-Emission Source Localization in Composite Materials

Learning multi-dimensional sensor relationships for robust marine pipeline leakage non-destructive detection via adaptive graph networks

GCP-YOLO: high-precision detection of tiny chili flowers in complex greenhouse scenes

A Novel Residual Dual Attention Multiscale Network for Vibration-Based Damage Recognition in Floating Wind Turbine Structural Health Monitoring

Feature Separation-Based Domain Adaptation for Remaining Useful Life Prediction of Aero-Engines

A novel leak-aware diffusion method for structural health monitoring of offshore platform pipelines under limited labeled data

CS-OBB: An improved oriented bounding box framework for fruit-stem detection and picking point localization of fresh chili peppers

Robust Microseismic Denoising via Multivariate Singular Spectrum Analysis Coupled With Frequency-Domain-Aware U-Net

Minimizing inspection dead zones in pipeline stress evaluation via acoustoelastic local resonance of zero-group-velocity guided waves

Structural health monitoring of offshore pipelines via a novel spatial-topological adaptive graph neural network

Tactile Sensing-Based Measurement and Correlation Analysis for Peach Ripeness Assessment

Non-Invasive liquid viscosity characterization in Fluid-Filled pipes using zero group velocity guided wave resonances.

Rice yield prediction using UAV-based multispectral imagery and AutoGluon across regions and field scales

YOLO-RCM: An Improved Tomato Maturity Detection Model for Complex Greenhouse Environments

DCFP-YOLO: A Dual-Backbone Feature Fusion Network for Multi-Pose Chili Flower Recognition and Edge Deployment

physically interpretable residual strength prediction of corroded pipelines via symbolic Bayesian networks

Dynamic Causal Graph Network for Reliable Pipeline Leak Detection

Acoustic Emission-Based Offshore Pipeline Valve Leakage Detection Toward Enhanced Process Safety

Multi-scale Dual-context Wavelet Network for Early-stage Damage Recognition of Floating Wind Turbines

Long-tailed acoustic-emission-based structural condition recognition in marine steel structures via cross-state residual injection

Learnable Band-Selective Envelope-Spectrum Residual Fusion for Bearing Fault Diagnosis Under Matched Noise Conditions

基于改进YOLOv11n-seg的设施黄瓜植株表型自动化提取方法

Survey of Quantization Techniques for On-Device Vision-based Crack Detection

On-Device Fault Diagnosis With Augmented Acoustic Emission Data: A Case Study on Carbon Fiber Panels

Long short-term memory-optimized time difference mapping for enhanced acoustic emission source localization in composite materials

An On-Device Hybrid Machine Learning Approach for Anomaly Detection in Conveyor Belt Operations

Efficient Continual Learning in Keyword Spotting using Binary Neural Networks

On-Device Crack Segmentation for Edge Structural Health Monitoring

Adaptive Noise Resilient Keyword Spotting Using One-Shot Learning

Acoustic emission-based graph learning for internal valve leakage localisation in offshore pipelines

Rolling bearing fault diagnosis in noisy environments using Channel-Time parallel attention networks

Low-SNR Microseismic Source Localization via Multiscale Convolutional Network With Coordinate Attention

TinyML Anomaly Detection for Industrial Machines with Periodic Duty Cycles

ERKT-Net: Implementing Efficient and Robust Knowledge Distillation for Remote Sensing Image Classification

On-Device Anomaly Detection in Conveyor Belt Operations

Enabling Autonomous Structural Inspections with Tiny Machine Learning on UAVs

Comparison of Tiny Machine Learning Techniques for Embedded Acoustic Emission Analysis

Tiny Machine Learning for Real-Time Postural Stability Analysis

Pipeline Posterior Scoring Module for out-of-distribution detection via attachable uncertainty quantification

研究方向