Xiaochen Zheng

According to our database, Xiaochen Zheng authored at least 44 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

A semantic-driven tradespace framework to accelerate aircraft manufacturing system design.

Xiaochen Zheng, Xiaodu Hu, Rebeca Arista, Jinzhi Lu, Jyri Sorvari, Joachim Lentes, Fernando Ubis, Dimitris Kiritsis

J. Intell. Manuf., January, 2024

ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration.

Zixiang Wang, Yinghao Zhu, Huiya Zhao, Xiaochen Zheng, Tianlong Wang, Wen Tang, Yasha Wang, Chengwei Pan, Ewen M. Harrison, Junyi Gao, Liantao Ma

CoRR, 2024

Is larger always better? Evaluating and prompting large language models for non-generative medical tasks.

Yinghao Zhu, Junyi Gao, Zixiang Wang, Weibin Liao, Xiaochen Zheng, Lifang Liang, Yasha Wang, Chengwei Pan, Ewen M. Harrison, Liantao Ma

CoRR, 2024

EMERGE: Integrating RAG for Improved Multimodal EHR Predictive Modeling.

Yinghao Zhu, Changyu Ren, Zixiang Wang, Xiaochen Zheng, Shiyun Xie, Junlan Feng, Xi Zhu, Zhoujun Li, Liantao Ma, Chengwei Pan

CoRR, 2024

Clustering of Disease Trajectories with Explainable Machine Learning: A Case Study on Postoperative Delirium Phenotypes.

Xiaochen Zheng, Manuel Schürch, Xingyu Chen, Maria Angeliki Komninou, Reto Schüpbach, Ahmed Allam, Jan Bartussek, Michael Krauthammer

CoRR, 2024

Assessing Adversarial Robustness of Large Language Models: An Empirical Study.

Zeyu Yang, Zhao Meng, Xiaochen Zheng, Roger Wattenhofer

CoRR, 2024

A semantic model-based systems engineering approach for assessing the operational performance of metal forming process.

Jinzhi Lu, George J. Tsinarakis, Nikolaos Sarantinoudis, George Arampatzis, Xiaochen Zheng, Dimitris Kiritsis

Comput. Ind. Eng., 2024

Local/Global explainability empowered expert-involved frameworks for essential tremor action recognition.

Lei Zhang, Yanjin Zhu, Qin Ni, Xiaochen Zheng, Zhenyu Gao, Qing Zhao

Biomed. Signal Process. Control., 2024

An aircraft assembly process formalism and verification method based on semantic modeling and MBSE.

Xiaochen Zheng, Xiaodu Hu, Jinzhi Lu, Rebeca Arista, Joachim Lentes, Dimitris Kiritsis

Adv. Eng. Informatics, 2024

Simple Contrastive Representation Learning for Time Series Forecasting.

Xiaochen Zheng, Xingyu Chen, Manuel Schürch, Amina Mollaysa, Ahmed Allam, Michael Krauthammer

Proceedings of the IEEE International Conference on Acoustics, 2024

PRISM: Mitigating EHR Data Sparsity via Learning from Missing Feature Calibrated Prototype Patient Representations.

Yinghao Zhu, Zixiang Wang, Long He, Shiyun Xie, Xiaochen Zheng, Liantao Ma, Chengwei Pan

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

EMERGE: Enhancing Multimodal Electronic Health Records Predictive Modeling with Retrieval-Augmented Generation.

Yinghao Zhu, Changyu Ren, Zixiang Wang, Xiaochen Zheng, Shiyun Xie, Junlan Feng, Xi Zhu, Zhoujun Li, Liantao Ma, Chengwei Pan

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Dynamic Local Attention with Hierarchical Patching for Irregular Clinical Time Series.

Xingyu Chen, Xiaochen Zheng, Amina Mollaysa, Manuel Schürch, Ahmed Allam, Michael Krauthammer

CoRR, 2023

A Semantic-driven Approach for Maintenance Digitalization in the Pharmaceutical Industry.

Ju Wu, Xiaochen Zheng, Marco Madlena, Dimitrios Kyritsis

CoRR, 2023

SimTS: Rethinking Contrastive Representation Learning for Time Series Forecasting.

Xiaochen Zheng, Xingyu Chen, Manuel Schürch, Amina Mollaysa, Ahmed Allam, Michael Krauthammer

CoRR, 2023

MFFN: Multi-view Feature Fusion Network for Camouflaged Object Detection.

Dehua Zheng, Xiaochen Zheng, Laurence T. Yang, Yuan Gao, Chenlu Zhu, Yiheng Ruan

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

2022

Design Ontology Supporting Model-Based Systems Engineering Formalisms.

Jinzhi Lu, Junda Ma, Xiaochen Zheng, Guoxin Wang, Han Li, Dimitris Kiritsis

IEEE Syst. J., 2022

Model-based system engineering supporting production scheduling based on satisfiability modulo theory.

Jingqi Chen, Guoxin Wang, Jinzhi Lu, Xiaochen Zheng, Dimitris Kiritsis

J. Ind. Inf. Integr., 2022

The emergence of cognitive digital twin: vision, challenges and opportunities.

Xiaochen Zheng, Jinzhi Lu, Dimitris Kiritsis

Int. J. Prod. Res., 2022

Actionable cognitive twins for decision making in manufacturing.

Joze M. Rozanec, Jinzhi Lu, Jan Rupnik, Maja Skrjanc, Dunja Mladenic, Blaz Fortuna, Xiaochen Zheng, Dimitris Kiritsis

Int. J. Prod. Res., 2022

Daily Activity Recognition and Tremor Quantification from Accelerometer Data for Patients with Essential Tremor Using Stacked Denoising Autoencoders.

Qin Ni, Zhuo Fan, Lei Zhang, Bo Zhang, Xiaochen Zheng, Yuping Zhang

Int. J. Comput. Intell. Syst., 2022

Rare Wildlife Recognition with Self-Supervised Representation Learning.

Xiaochen Zheng

CoRR, 2022

Ontology-based system to support industrial system design for aircraft assembly.

Xiaodu Hu, Rebeca Arista, Xiaochen Zheng, Joachim Lentes, Jyri Sorvari, Jinzhi Lu, Fernando Ubis, Dimitris Kiritsis

CoRR, 2022

Model-based Systems Engineering Papers Analysis based on Word Cloud Visualization.

Mengru Dong, Jinzhi Lu, Guoxin Wang, Xiaochen Zheng, Dimitris Kiritsis

Proceedings of the IEEE International Systems Conference, 2022

2021

Print Your Own Money: A Cash-Like Experience for Digital Payment Systems.

Ye Wang, Yu Chen, Shenyi Wang, Chenhang Zhou, Xiaochen Zheng, Roger Wattenhofer

CoRR, 2021

Development of an Application Ontology for Knowledge Management to Support Aircraft Assembly System Design.

Xiaochen Zheng, Jinzhi Lu, Rebeca Arista, Xiaodu Hu, Joachim Lentes, Fernando Ubis, Jyri Sorvari, Dimitris Kiritsis

Proceedings of the Joint Ontology Workshops 2021 Episode VII: The Bolzano Summer of Knowledge co-located with the 12th International Conference on Formal Ontology in Information Systems (FOIS 2021), 2021

Supporting Digital Twin Integration Using Semantic Modeling and High-Level Architecture.

Han Li, Jinzhi Lu, Xiaochen Zheng, Guoxin Wang, Dimitris Kiritsis

Proceedings of the Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems, 2021

Self-Supervised Pretraining and Controlled Augmentation Improve Rare Wildlife Recognition in UAV Images.

Xiaochen Zheng, Benjamin Kellenberger, Rui Gong, Irena Hajnsek, Devis Tuia

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020

Quantum Strategic Organizational Design: Alignment in Industry 4.0 Complex-Networked Cyber-Physical Lean Management Systems.

Javier Villalba-Diez, Xiaochen Zheng

Sensors, 2020

Data Handling in Industry 4.0: Interoperability Based on Distributed Ledger Technology.

Shengjing Sun, Xiaochen Zheng, Javier Villalba-Diez, Joaquín B. Ordieres Meré

Sensors, 2020

Healthy Operator 4.0: A Human Cyber-Physical System Architecture for Smart Workplaces.

Shengjing Sun, Xiaochen Zheng, Bing Gong, Jorge García Paredes, Joaquín B. Ordieres Meré

Sensors, 2020

Language Neuroplasticity in Brain Tumor Patients Revealed by Magnetoencephalography.

Vitória Piai, Elke De Witte, Joanna Sierpowska, Xiaochen Zheng, Leighton B. Hinkley, Danielle Mizuiri, Robert T. Knight, Mitchel S. Berger, Srikantan S. Nagarajan

J. Cogn. Neurosci., 2020

Design Ontology Supporting Model-based Systems-engineering Formalisms.

Jinzhi Lu, Junda Ma, Xiaochen Zheng, Guoxin Wang, Dimitris Kiritsis

CoRR, 2020

Towards a Decentralized Digital Engineering Assets Marketplace: Empowered by Model-based Systems Engineering and Distributed Ledger Technology.

Jinzhi Lu, Xiaochen Zheng, Zhenchao Hu, Huisheng Zhang, Dimitris Kiritsis

CoRR, 2020

Attribute Memory Transfer Network for Unsupervised Cross-Domain Person Re-Identification.

Xiaochen Zheng, Hongwei Sun, Xijiang Tian, Ye Li, Gewen He, Fangfang Fan

IEEE Access, 2020

A Complexity Analysis Approach for Model-based System Engineering.

Zhenchao Hu, Jinzhi Lu, Jinwei Chen, Xiaochen Zheng, Dimitrios Kyritsis, Huisheng Zhang

Proceedings of the 15th IEEE International Conference of System of Systems Engineering, 2020

Decentralized Industrial IoT Data Management Based on Blockchain and IPFS.

Xiaochen Zheng, Jinzhi Lu, Shengjing Sun, Dimitris Kiritsis

Proceedings of the Advances in Production Management Systems. Towards Smart and Digital Manufacturing, 2020

Systems Engineering Approach to Identify Requirements for Digital Twins Development.

Ali Gharaei, Jinzhi Lu, Oliver Stoll, Xiaochen Zheng, Shaun West, Dimitris Kiritsis

Proceedings of the Advances in Production Management Systems. The Path to Digital Transformation and Innovation of Production Management Systems, 2020

A UAV-Based Machine Vision Algorithm for Industrial Gauge Detecting and Display Reading.

Chun Li, Dehua Zheng, Lizheng Liu, Xiaochen Zheng

Proceedings of the 5th Asia-Pacific Conference on Intelligent Robot Systems, 2020

2019

Characterization of Industry 4.0 Lean Management Problem-Solving Behavioral Patterns Using EEG Sensors and Deep Learning.

Javier Villalba-Diez, Xiaochen Zheng, Daniel Schmidt, Martin Molina

Sensors, 2019

Indoor Air-Quality Data-Monitoring System: Long-Term Monitoring Benefits.

Shengjing Sun, Xiaochen Zheng, Javier Villalba-Diez, Joaquín B. Ordieres Meré

Sensors, 2019

Cognitive Twins for Supporting Decision-Makings of Internet of Things Systems.

Jinzhi Lu, Xiaochen Zheng, Ali Gharaei, Kostas Kalaboukas, Dimitris Kiritsis

CoRR, 2019

2018

Comparison of Data Preprocessing Approaches for Applying Deep Learning to Human Activity Recognition in the Context of Industry 4.0.

Xiaochen Zheng, Meiqing Wang, Joaquín B. Ordieres Meré

Sensors, 2018

Blockchain-based Personal Health Data Sharing System Using Cloud Storage.

Xiaochen Zheng, Raghava Rao Mukkamala, Ravi Vatrapu, Joaquín B. Ordieres Meré

Proceedings of the 20th IEEE International Conference on e-Health Networking, 2018