Xiaochen Zheng

54 papers A* 1A 3C 1Misc 1Journal 39Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A decentralized digital engineering asset exchange method empowered by model-based systems engineering and distributed ledger technology. Comput. Ind. Eng. Jinzhi Lu, Xiaochen Zheng, Zhenchao Hu, Huisheng Zhang, Dimitris Kiritsis
2025	J	`jnl`	Application of multi architecture modelling method in intelligent electric-vehicle design. Int. J. Prod. Res. Junda Ma, Guoxin Wang, Jinzhi Lu, Xiaochen Zheng, Yan Yan
2025	A*	`conf`	ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration. WWW Zixiang Wang, Yinghao Zhu, Huiya Zhao, Xiaochen Zheng, Dehao Sui, Tianlong Wang, Wen Tang, Yasha Wang, Ewen M. Harrison, Chengwei Pan, Junyi Gao, Liantao Ma
2025	—	`conf`	Design-on-Graph: A Graph Retrieval-Augmented Generation-Based Method to Support Manufacturing System Design. APMS (6) Zelong Song, Yifan Tan, Jin Chen, Rebeca Arista, Xiaochen Zheng
2025	J	`jnl`	DiscoVerse: Multi-Agent Pharmaceutical Co-Scientist for Traceable Drug Discovery and Reverse Translation. CoRR Xiaochen Zheng, Alvaro Serra, Ilya Schneider Chernov, Maddalena Marchesi, Eunice Musvasva, Tatyana Y. Doktorova
2025	J	`jnl`	MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks. CoRR Yinghao Zhu, Ziyi He, Haoran Hu, Xiaochen Zheng, Xichen Zhang, Zixiang Wang, Junyi Gao, Liantao Ma, Lequan Yu
2025	J	`jnl`	TAMER: A Test-Time Adaptive MoE-Driven Framework for EHR Representation Learning. CoRR Yinghao Zhu, Xiaochen Zheng, Ahmed Allam, Michael Krauthammer
2024	J	`jnl`	A semantic model-based systems engineering approach for assessing the operational performance of metal forming process. Comput. Ind. Eng. Jinzhi Lu, George J. Tsinarakis, Nikolaos Sarantinoudis, George Arampatzis, Xiaochen Zheng, Dimitris Kiritsis
2024	J	`jnl`	A semantic-driven tradespace framework to accelerate aircraft manufacturing system design. J. Intell. Manuf. Xiaochen Zheng, Xiaodu Hu, Rebeca Arista, Jinzhi Lu, Jyri Sorvari, Joachim Lentes, Fernando Ubis, Dimitris Kiritsis
2024	J	`jnl`	An aircraft assembly process formalism and verification method based on semantic modeling and MBSE. Adv. Eng. Informatics Xiaochen Zheng, Xiaodu Hu, Jinzhi Lu, Rebeca Arista, Joachim Lentes, Dimitris Kiritsis
2024	J	`jnl`	Assessing Adversarial Robustness of Large Language Models: An Empirical Study. CoRR Zeyu Yang, Zhao Meng, Xiaochen Zheng, Roger Wattenhofer
2024	J	`jnl`	Clustering of Disease Trajectories with Explainable Machine Learning: A Case Study on Postoperative Delirium Phenotypes. CoRR Xiaochen Zheng, Manuel Schürch, Xingyu Chen, Maria Angeliki Komninou, Reto Schüpbach, Ahmed Allam, Jan Bartussek, Michael Krauthammer
2024	J	`jnl`	ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration. CoRR Zixiang Wang, Yinghao Zhu, Huiya Zhao, Xiaochen Zheng, Tianlong Wang, Wen Tang, Yasha Wang, Chengwei Pan, Ewen M. Harrison, Junyi Gao, Liantao Ma
2024	A	`conf`	EMERGE: Enhancing Multimodal Electronic Health Records Predictive Modeling with Retrieval-Augmented Generation. CIKM Yinghao Zhu, Changyu Ren, Zixiang Wang, Xiaochen Zheng, Shiyun Xie, Junlan Feng, Xi Zhu, Zhoujun Li, Liantao Ma, Chengwei Pan
2024	J	`jnl`	EMERGE: Integrating RAG for Improved Multimodal EHR Predictive Modeling. CoRR Yinghao Zhu, Changyu Ren, Zixiang Wang, Xiaochen Zheng, Shiyun Xie, Junlan Feng, Xi Zhu, Zhoujun Li, Liantao Ma, Chengwei Pan
2024	J	`jnl`	Is larger always better? Evaluating and prompting large language models for non-generative medical tasks. CoRR Yinghao Zhu, Junyi Gao, Zixiang Wang, Weibin Liao, Xiaochen Zheng, Lifang Liang, Yasha Wang, Chengwei Pan, Ewen M. Harrison, Liantao Ma
2024	J	`jnl`	Local/Global explainability empowered expert-involved frameworks for essential tremor action recognition. Biomed. Signal Process. Control. Lei Zhang, Yanjin Zhu, Qin Ni, Xiaochen Zheng, Zhenyu Gao, Qing Zhao
2024	A	`conf`	PRISM: Mitigating EHR Data Sparsity via Learning from Missing Feature Calibrated Prototype Patient Representations. CIKM Yinghao Zhu, Zixiang Wang, Long He, Shiyun Xie, Xiaochen Zheng, Liantao Ma, Chengwei Pan
2024	Misc	`conf`	Simple Contrastive Representation Learning for Time Series Forecasting. ICASSP Xiaochen Zheng, Xingyu Chen, Manuel Schürch, Amina Mollaysa, Ahmed Allam, Michael Krauthammer
2023	J	`jnl`	A Semantic-driven Approach for Maintenance Digitalization in the Pharmaceutical Industry. CoRR Ju Wu, Xiaochen Zheng, Marco Madlena, Dimitrios Kyritsis
2023	J	`jnl`	Dynamic Local Attention with Hierarchical Patching for Irregular Clinical Time Series. CoRR Xingyu Chen, Xiaochen Zheng, Amina Mollaysa, Manuel Schürch, Ahmed Allam, Michael Krauthammer
2023	A	`conf`	MFFN: Multi-view Feature Fusion Network for Camouflaged Object Detection. WACV Dehua Zheng, Xiaochen Zheng, Laurence T. Yang, Yuan Gao, Chenlu Zhu, Yiheng Ruan
2023	J	`jnl`	SimTS: Rethinking Contrastive Representation Learning for Time Series Forecasting. CoRR Xiaochen Zheng, Xingyu Chen, Manuel Schürch, Amina Mollaysa, Ahmed Allam, Michael Krauthammer
2022	J	`jnl`	Actionable cognitive twins for decision making in manufacturing. Int. J. Prod. Res. Joze M. Rozanec, Jinzhi Lu, Jan Rupnik, Maja Skrjanc, Dunja Mladenic, Blaz Fortuna, Xiaochen Zheng, Dimitris Kiritsis
2022	J	`jnl`	Daily Activity Recognition and Tremor Quantification from Accelerometer Data for Patients with Essential Tremor Using Stacked Denoising Autoencoders. Int. J. Comput. Intell. Syst. Qin Ni, Zhuo Fan, Lei Zhang, Bo Zhang, Xiaochen Zheng, Yuping Zhang
2022	J	`jnl`	Design Ontology Supporting Model-Based Systems Engineering Formalisms. IEEE Syst. J. Jinzhi Lu, Junda Ma, Xiaochen Zheng, Guoxin Wang, Han Li, Dimitris Kiritsis
2022	J	`jnl`	MFFN: Multi-view Feature Fusion Network for Camouflaged Object Detection. CoRR Dehua Zheng, Xiaochen Zheng, Laurence T. Yang, Yuan Gao, Chenlu Zhu, Yiheng Ruan
2022	—	`conf`	Model-based Systems Engineering Papers Analysis based on Word Cloud Visualization. SysCon Mengru Dong, Jinzhi Lu, Guoxin Wang, Xiaochen Zheng, Dimitris Kiritsis
2022	J	`jnl`	Model-based system engineering supporting production scheduling based on satisfiability modulo theory. J. Ind. Inf. Integr. Jingqi Chen, Guoxin Wang, Jinzhi Lu, Xiaochen Zheng, Dimitris Kiritsis
2022	J	`jnl`	Ontology-based system to support industrial system design for aircraft assembly. CoRR Xiaodu Hu, Rebeca Arista, Xiaochen Zheng, Joachim Lentes, Jyri Sorvari, Jinzhi Lu, Fernando Ubis, Dimitris Kiritsis
2022	J	`jnl`	Rare Wildlife Recognition with Self-Supervised Representation Learning. CoRR Xiaochen Zheng
2022	J	`jnl`	The emergence of cognitive digital twin: vision, challenges and opportunities. Int. J. Prod. Res. Xiaochen Zheng, Jinzhi Lu, Dimitris Kiritsis
2021	J	`jnl`	Actionable Cognitive Twins for Decision Making in Manufacturing. CoRR Joze M. Rozanec, Jinzhi Lu, Jan Rupnik, Maja Skrjanc, Dunja Mladenic, Blaz Fortuna, Xiaochen Zheng, Dimitris Kiritsis
2021	—	`conf`	Development of an Application Ontology for Knowledge Management to Support Aircraft Assembly System Design. JOWO Xiaochen Zheng, Jinzhi Lu, Rebeca Arista, Xiaodu Hu, Joachim Lentes, Fernando Ubis, Jyri Sorvari, Dimitris Kiritsis
2021	J	`jnl`	Print Your Own Money: A Cash-Like Experience for Digital Payment Systems. CoRR Ye Wang, Yu Chen, Shenyi Wang, Chenhang Zhou, Xiaochen Zheng, Roger Wattenhofer
2021	—	`conf`	Self-Supervised Pretraining and Controlled Augmentation Improve Rare Wildlife Recognition in UAV Images. ICCVW Xiaochen Zheng, Benjamin Kellenberger, Rui Gong, Irena Hajnsek, Devis Tuia
2021	J	`jnl`	Self-Supervised Pretraining and Controlled Augmentation Improve Rare Wildlife Recognition in UAV Images. CoRR Xiaochen Zheng, Benjamin Kellenberger, Rui Gong, Irena Hajnsek, Devis Tuia
2021	—	`conf`	Supporting Digital Twin Integration Using Semantic Modeling and High-Level Architecture. APMS (4) Han Li, Jinzhi Lu, Xiaochen Zheng, Guoxin Wang, Dimitris Kiritsis
2020	—	`conf`	A Complexity Analysis Approach for Model-based System Engineering. SoSE Zhenchao Hu, Jinzhi Lu, Jinwei Chen, Xiaochen Zheng, Dimitrios Kyritsis, Huisheng Zhang
2020	—	`conf`	A UAV-Based Machine Vision Algorithm for Industrial Gauge Detecting and Display Reading. ACIRS Chun Li, Dehua Zheng, Lizheng Liu, Xiaochen Zheng
2020	J	`jnl`	Attribute Memory Transfer Network for Unsupervised Cross-Domain Person Re-Identification. IEEE Access Xiaochen Zheng, Hongwei Sun, Xijiang Tian, Ye Li, Gewen He, Fangfang Fan
2020	J	`jnl`	Data Handling in Industry 4.0: Interoperability Based on Distributed Ledger Technology. Sensors Shengjing Sun, Xiaochen Zheng, Javier Villalba-Diez, Joaquín B. Ordieres Meré
2020	—	`conf`	Decentralized Industrial IoT Data Management Based on Blockchain and IPFS. APMS (2) Xiaochen Zheng, Jinzhi Lu, Shengjing Sun, Dimitris Kiritsis
2020	J	`jnl`	Design Ontology Supporting Model-based Systems-engineering Formalisms. CoRR Jinzhi Lu, Junda Ma, Xiaochen Zheng, Guoxin Wang, Dimitris Kiritsis
2020	J	`jnl`	Healthy Operator 4.0: A Human Cyber-Physical System Architecture for Smart Workplaces. Sensors Shengjing Sun, Xiaochen Zheng, Bing Gong, Jorge García Paredes, Joaquín B. Ordieres Meré
2020	J	`jnl`	Language Neuroplasticity in Brain Tumor Patients Revealed by Magnetoencephalography. J. Cogn. Neurosci. Vitória Piai, Elke De Witte, Joanna Sierpowska, Xiaochen Zheng, Leighton B. Hinkley, Danielle Mizuiri, Robert T. Knight, Mitchel S. Berger, Srikantan S. Nagarajan
2020	J	`jnl`	Quantum Strategic Organizational Design: Alignment in Industry 4.0 Complex-Networked Cyber-Physical Lean Management Systems. Sensors Javier Villalba-Diez, Xiaochen Zheng
2020	—	`conf`	Systems Engineering Approach to Identify Requirements for Digital Twins Development. APMS (1) Ali Gharaei, Jinzhi Lu, Oliver Stoll, Xiaochen Zheng, Shaun West, Dimitris Kiritsis
2020	J	`jnl`	Towards a Decentralized Digital Engineering Assets Marketplace: Empowered by Model-based Systems Engineering and Distributed Ledger Technology. CoRR Jinzhi Lu, Xiaochen Zheng, Zhenchao Hu, Huisheng Zhang, Dimitris Kiritsis
2019	J	`jnl`	Characterization of Industry 4.0 Lean Management Problem-Solving Behavioral Patterns Using EEG Sensors and Deep Learning. Sensors Javier Villalba-Diez, Xiaochen Zheng, Daniel Schmidt, Martin Molina
2019	J	`jnl`	Cognitive Twins for Supporting Decision-Makings of Internet of Things Systems. CoRR Jinzhi Lu, Xiaochen Zheng, Ali Gharaei, Kostas Kalaboukas, Dimitris Kiritsis
2019	J	`jnl`	Indoor Air-Quality Data-Monitoring System: Long-Term Monitoring Benefits. Sensors Shengjing Sun, Xiaochen Zheng, Javier Villalba-Diez, Joaquín B. Ordieres Meré
2018	C	`conf`	Blockchain-based Personal Health Data Sharing System Using Cloud Storage. HealthCom Xiaochen Zheng, Raghava Rao Mukkamala, Ravi Vatrapu, Joaquín B. Ordieres Meré
2018	J	`jnl`	Comparison of Data Preprocessing Approaches for Applying Deep Learning to Human Activity Recognition in the Context of Industry 4.0. Sensors Xiaochen Zheng, Meiqing Wang, Joaquín B. Ordieres Meré