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ORCIDYuantong Gu
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- affiliation: Queensland University of Technology, School of Chemistry, Physics and Mechanical Engineering, Brisbane, Australia
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Journal Articles
- 2025
[j32]Zehui Zhao
, Laith Alzubaidi, Jinglan Zhang, Ye Duan, Usman Naseem, Yuantong Gu:
Robust and explainable framework to address data scarcity in diagnostic imaging. Comput. Biol. Medicine 197: 111052 (2025)- [j31]Ahmed Saihood, Tariq Saihood, Sabah Abdulazeez Jebur, Christine Ehlig-Economides, Laith Alzubaidi, Yuantong Gu:
Artificial intelligence based-improving reservoir management: An Attention-Guided Fusion Model for predicting injector-producer connectivity. Eng. Appl. Artif. Intell. 146: 110205 (2025) - [j30]Rula A. Hamid, Idrees A. Zahid, Ahmed Shihab Albahri, Osamah Shihab Albahri, Abdullah Hussein Alamoodi, Laith Alzubaidi, Iman Mohamad Sharaf, Shahad Sabbar Joudar, Yuantong Gu, Z. T. Al-qaysi:
Fuzzy Decision-Making Framework for Evaluating Hybrid Detection Models of Trauma Patients. Expert Syst. J. Knowl. Eng. 42(3) (2025) - [j29]Sabah Abdulazeez Jebur, Laith Alzubaidi, Ahmed Saihood, Khalid Ali Hussein, Haider K. Hoomod, Yuantong Gu:
A Scalable and Generalised Deep Learning Framework for Anomaly Detection in Surveillance Videos. Int. J. Intell. Syst. 2025(1) (2025) - [j28]Laith Alzubaidi, Sabah Abdulazeez Jebur, Tanya Abdulsattar Jaber, Mohanad A. Mohammed, Haider A. Alwzwazy, Ahmed Saihood, Harshala Gammulle, José Santamaría, Ye Duan, Clinton Fookes, Raja Jurdak, Yuantong Gu:
ATD Learning: A secure, smart, and decentralised learning method for big data environments. Inf. Fusion 118: 102953 (2025) - [j27]Haider A. Alwzwazy, Laith Alzubaidi, Zehui Zhao, Ahmed Saihood, Sabah Abdulazeez Jebur, Mohamed Manoufali, Omar Alnaseri, José Santamaría, Yuantong Gu:
LWR-Net: Learning without retraining for scalable multi-task adaptation and domain-agnostic generalisation. Intell. Syst. Appl. 27: 200567 (2025) - [j26]Haider A. Alwzwazy, Laith Alzubaidi, Zehui Zhao, Yuantong Gu:
FracNet: An end-to-end deep learning framework for bone fracture detection. Pattern Recognit. Lett. 190: 1-7 (2025) - 2024
- [j25]Laith Alzubaidi, Mohammed A. Fadhel, Freek Hollman, Asma Salhi, José Santamaría, Ye Duan, Ashish Gupta, Kenneth Cutbush, Amin M. Abbosh, Yuantong Gu:
SSP: self-supervised pertaining technique for classification of shoulder implants in x-ray medical images: a broad experimental study. Artif. Intell. Rev. 57(9): 261 (2024) - [j24]Mohammed A. Fadhel, Ali M. Duhaim, Ahmed Shihab Albahri, Z. T. Al-qaysi, Mohamed Aktham Ahmed, Mohammed A. Chyad, Wael Abd-Alaziz, Osamah Shihab Albahri, Abdullah Hussein Alamoodi, Laith Alzubaidi, Ashish Gupta, Yuantong Gu:
Navigating the metaverse: unraveling the impact of artificial intelligence - a comprehensive review and gap analysis. Artif. Intell. Rev. 57(9): 264 (2024) - [j23]Laith Alzubaidi, Khamael Al-Dulaimi, Asma Salhi, Zaenab Alammar, Mohammed A. Fadhel, Ahmed Shihab Albahri, Abdullah Hussein Alamoodi, Osamah Shihab Albahri, Amjad F. Hasan, Jinshuai Bai, Luke Gilliland, Jing Peng, Marco Branni, Tristan Shuker, Kenneth Cutbush, José Santamaría, Catarina Moreira, Chun Ouyang, Ye Duan, Mohamed Manoufali, Mohammad Jomaa, Ashish Gupta, Amin M. Abbosh, Yuantong Gu:
Comprehensive review of deep learning in orthopaedics: Applications, challenges, trustworthiness, and fusion. Artif. Intell. Medicine 155: 102935 (2024) - [j22]Laith Alzubaidi, Hussein Khalefa Chlaib, Mohammed A. Fadhel, Yubo Chen, Jinshuai Bai, Ahmed Shihab Albahri, Yuantong Gu:
Reliable deep learning framework for the ground penetrating radar data to locate the horizontal variation in levee soil compaction. Eng. Appl. Artif. Intell. 129: 107627 (2024) - [j21]Zehui Zhao, Laith Alzubaidi, Jinglan Zhang, Ye Duan, Yuantong Gu:
A comparison review of transfer learning and self-supervised learning: Definitions, applications, advantages and limitations. Expert Syst. Appl. 242: 122807 (2024) - [j20]Ahmed Saihood, Mustafa Asaad Hasan, Shafaa mahmood shnawa, Mohammed A. Fadhel, Laith Alzubaidi, Ashish Gupta, Yuantong Gu:
Multiside graph neural network-based attention for local co-occurrence features fusion in lung nodule classification. Expert Syst. Appl. 252: 124149 (2024) - [j19]Ahmed Shihab Albahri, Rula A. Hamid, Ahmed Raheem Abdulnabi, Osamah Shihab Albahri, Abdullah Hussein Alamoodi, Muhammet Deveci, Witold Pedrycz, Laith Alzubaidi, José Santamaría, Yuantong Gu:
Fuzzy decision-making framework for explainable golden multi-machine learning models for real-time adversarial attack detection in Vehicular Ad-hoc Networks. Inf. Fusion 105: 102208 (2024) - [j18]Mohammed A. Fadhel, Ali M. Duhaim, Ahmed Saihood, Ahmed Sewify, Mokhaled N. A. Al-Hamadani, Ahmed Shihab Albahri, Laith Alzubaidi, Ashish Gupta, Seyedali Mirjalili, Yuantong Gu:
Comprehensive systematic review of information fusion methods in smart cities and urban environments. Inf. Fusion 107: 102317 (2024) - [j17]Laith Alzubaidi, Khamael Al-Dulaimi, Huda Abdul-Hussain Obeed, Ahmed Saihood, Mohammed A. Fadhel, Sabah Abdulazeez Jebur, Yubo Chen, Ahmed Shihab Albahri, José Santamaría, Ashish Gupta, Yuantong Gu:
MEFF - A model ensemble feature fusion approach for tackling adversarial attacks in medical imaging. Intell. Syst. Appl. 22: 200355 (2024) - [j16]Zaenab Alammar, Laith Alzubaidi, Jinglan Zhang, Yuefeng Li, Ashish Gupta, Yuantong Gu:
Generalisable deep Learning framework to overcome catastrophic forgetting. Intell. Syst. Appl. 23: 200415 (2024) - [j15]Ahmed Saihood, Wijdan Rashid Abdulhussien, Laith Alzubaidi, Mohamed Manoufali, Yuantong Gu:
Fusion-driven semi-supervised learning-based lung nodules classification with dual-discriminator and dual-generator generative adversarial network. BMC Medical Informatics Decis. Mak. 24(1): 403 (2024) - [j14]Mohammed A. Fadhel, Laith Alzubaidi, Yuantong Gu, José Santamaría, Ye Duan:
Real-time diabetic foot ulcer classification based on deep learning & parallel hardware computational tools. Multim. Tools Appl. 83(27): 70369-70394 (2024) - 2023
- [j13]Laith Alzubaidi, Aiman Al-Sabaawi, Jinshuai Bai, Ammar Dukhan, Ahmed H. Alkenani, Ahmed Al-Asadi, Haider A. Alwzwazy, Mohamed Manoufali, Mohammed A. Fadhel, Ahmed Shihab Albahri, Catarina Moreira, Chun Ouyang, Jinglan Zhang, José Santamaría, Asma Salhi, Freek Hollman, Ashish Gupta, Ye Duan, Timon Rabczuk, Amin M. Abbosh, Yuantong Gu:
Towards Risk-Free Trustworthy Artificial Intelligence: Significance and Requirements. Int. J. Intell. Syst. 2023: 1-41 (2023) - [j12]Ahmed Shihab Albahri, Ali Mohammed, Mohammed A. Fadhel, Alhamzah Alnoor, Noor S. Baqer, Laith Alzubaidi, Osamah Shihab Albahri, Abdullah Hussein Alamoodi, Jinshuai Bai, Asma Salhi, José Santamaría, Chun Ouyang, Ashish Gupta, Yuantong Gu, Muhammet Deveci:
A systematic review of trustworthy and explainable artificial intelligence in healthcare: Assessment of quality, bias risk, and data fusion. Inf. Fusion 96: 156-191 (2023) - [j11]Laith Alzubaidi, Jinshuai Bai, Aiman Al-Sabaawi, José Santamaría, Ahmed Shihab Albahri, Bashar Sami Nayyef Al-dabbagh, Mohammed A. Fadhel, Mohamed Manoufali, Jinglan Zhang, Ali H. Al-Timemy, Ye Duan, Amjed Abdullah, Laith Farhan, Yi Lu, Ashish Gupta, Felix Albu, Amin M. Abbosh, Yuantong Gu:
A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications. J. Big Data 10(1): 46 (2023) - 2022
- [j10]Mohammad S. Islam, Shahid Husain, Jawed Mustafa, Yuantong Gu:
A Novel Machine Learning Prediction Model for Aerosol Transport in Upper 17-Generations of the Human Respiratory Tract. Future Internet 14(9): 247 (2022) - 2018
- [j9]Linjun Wang, Jinwei Liu, Youxiang Xie, Yuantong Gu:
A new regularization method for the dynamic load identification of stochastic structures. Comput. Math. Appl. 76(4): 741-759 (2018) - 2016
- [j8]Libo Feng, Pinghui Zhuang, Fawang Liu, Ian W. Turner, Yuantong Gu:
Finite element method for space-time fractional diffusion equation. Numer. Algorithms 72(3): 749-767 (2016) - 2015
- [j7]Q. Liu, Fawang Liu, Yuantong Gu, Pinghui Zhuang, J. Chen, Ian W. Turner:
A meshless method based on Point Interpolation Method (PIM) for the space fractional diffusion equation. Appl. Math. Comput. 256: 930-938 (2015) - [j6]Weiwei Zhang, Yufeng Nie, Yuantong Gu:
Adaptive finite element analysis of elliptic problems based on bubble-type local mesh generation. J. Comput. Appl. Math. 280: 42-58 (2015) - 2014
- [j5]Q. Liu, Fawang Liu, Ian W. Turner, Vo Anh, Yuantong Gu:
A RBF meshless approach for modeling a fractal mobile/immobile transport model. Appl. Math. Comput. 226: 336-347 (2014) - [j4]Atta Sojoudi, Ali Mazloomi, Suvash C. Saha, Yuantong Gu:
Similarity Solutions for Flow and Heat Transfer of Non-Newtonian Fluid over a Stretching Surface. J. Appl. Math. 2014: 718319:1-718319:8 (2014) - [j3]Tong Li, Yuantong Gu:
A stochastic thermostat algorithm for coarse-grained thermomechanical modeling of large-scale soft matters: Theory and application to microfilaments. J. Comput. Phys. 263: 177-184 (2014) - 2012
- [j2]Xu Xu, Jiawei Luo, Yuantong Gu:
Collective Dynamics and Control of a 3-d Small-World Network with Time delays. Int. J. Bifurc. Chaos 22(11) (2012) - 2006
- [j1]Yuantong Gu, L. C. Zhang:
A Concurrent Multiscale Method Based on the Meshfree Method and Molecular Dynamics Analysis. Multiscale Model. Simul. 5(4): 1128-1155 (2006)
Conference and Workshop Papers
- 2023
- [c1]Laith Alzubaidi, Mohammed A. Fadhel, Ahmed Shihab Albahri, Asma Salhi, Ashish Gupta, Yuantong Gu:
Domain Adaptation and Feature Fusion for the Detection of Abnormalities in X-Ray Forearm Images. EMBC 2023: 1-5
Informal and Other Publications
- 2024
- [i9]Zehui Zhao, Laith Alzubaidi, Jinglan Zhang, Ye Duan, Usman Naseem, Yuantong Gu:
An Experimental Comparison of Transfer Learning against Self-supervised Learning. CoRR abs/2407.05592 (2024) - [i8]Zehui Zhao, Laith Alzubaidi, Jinglan Zhang, Ye Duan, Usman Naseem, Yuantong Gu:
Robust and Explainable Framework to Address Data Scarcity in Diagnostic Imaging. CoRR abs/2407.06566 (2024) - [i7]Sabah Abdulazeez Jebur, Khalid Ali Hussein, Haider K. Hoomod, Laith Alzubaidi, Ahmed Saihood, Yuantong Gu:
A Scalable and Generalized Deep Learning Framework for Anomaly Detection in Surveillance Videos. CoRR abs/2408.00792 (2024) - [i6]Yizheng Wang, Jinshuai Bai, Zhongya Lin, Qimin Wang, Cosmin Anitescu, Jia Sun, Mohammad Sadegh Eshaghi, Yuantong Gu, Xi-Qiao Feng, Xiaoying Zhuang, Timon Rabczuk, Yinghua Liu:
Artificial intelligence for partial differential equations in computational mechanics: A review. CoRR abs/2410.19843 (2024) - [i5]Jinshuai Bai, Zhongya Lin, Yizheng Wang, Jiancong Wen, Yinghua Liu, Timon Rabczuk, Yuantong Gu, Xi-Qiao Feng:
Energy-based physics-informed neural network for frictionless contact problems under large deformation. CoRR abs/2411.03671 (2024) - 2023
- [i4]Zilin Li, Jinshuai Bai, Huajing Ouyang, Saulo Martelli, Ming Tang, Hongtao Wei, Pan Liu, Wei-Ron Han, Yuantong Gu:
Physics-informed neural network for friction-involved nonsmooth dynamics problems. CoRR abs/2303.02542 (2023) - [i3]Jinshuai Bai, Gui-Rong Liu, Ashish Gupta, Laith Alzubaidi, Xi-Qiao Feng, Yuantong Gu:
Physics-informed radial basis network (PIRBN): A local approximating neural network for solving nonlinear PDEs. CoRR abs/2304.06234 (2023) - 2022
- [i2]Jinshuai Bai, Hyogu Jeong, C. P. Batuwatta-Gamage, Shusheng Xiao, Qingxia Wang, C. M. Rathnayaka, Laith Alzubaidi, Gui-Rong Liu, Yuantong Gu:
An introduction to programming Physics-Informed Neural Network-based computational solid mechanics. CoRR abs/2210.09060 (2022) - [i1]Jinshuai Bai, Laith Alzubaidi, Qingxia Wang, Ellen Kuhl, Mohammed Bennamoun, Yuantong Gu:
Physics-guided deep learning for data scarcity. CoRR abs/2211.15664 (2022)
Coauthor Index
aka: Mohammed A. Fadhel
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