Yuantong Gu

45 papers Misc 1Journal 43Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Discrete Solution Operator Learning for Geometry-Dependent PDEs.
CoRR
Jinshuai Bai, Haolin Li, Zahra Sharif Khodaei, Mohammad Hossein Aliabadi, Yuantong Gu, Xi-Qiao Feng
2026 J jnl
Improving robustness in X-ray image classification through attention mechanisms in convolutional neural networks.
PeerJ Comput. Sci.
Zaenab Alammar, Laith Alzubaidi, Jinglan Zhang, Yuefeng Li, Zehui Zhao, Yuantong Gu
2025 J jnl
A Scalable and Generalised Deep Learning Framework for Anomaly Detection in Surveillance Videos.
Int. J. Intell. Syst.
Sabah Abdulazeez Jebur, Laith Alzubaidi, Ahmed Saihood, Khalid Ali Hussein, Haider K. Hoomod, Yuantong Gu
2025 J jnl
ATD Learning: A secure, smart, and decentralised learning method for big data environments.
Inf. Fusion
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
2025 J jnl
Artificial intelligence based-improving reservoir management: An Attention-Guided Fusion Model for predicting injector-producer connectivity.
Eng. Appl. Artif. Intell.
Ahmed Saihood, Tariq Saihood, Sabah Abdulazeez Jebur, Christine Ehlig-Economides, Laith Alzubaidi, Yuantong Gu
2025 J jnl
FracNet: An end-to-end deep learning framework for bone fracture detection.
Pattern Recognit. Lett.
Haider A. Alwzwazy, Laith Alzubaidi, Zehui Zhao, Yuantong Gu
2025 J jnl
Fuzzy Decision-Making Framework for Evaluating Hybrid Detection Models of Trauma Patients.
Expert Syst. J. Knowl. Eng.
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
2025 J jnl
Integrated RBF networks for periodic extensions for solving boundary value problems.
Appl. Soft Comput.
Nam Mai-Duy, Yuantong Gu, K. Le-Cao, C. M. T. Tien
2025 J jnl
LWR-Net: Learning without retraining for scalable multi-task adaptation and domain-agnostic generalisation.
Intell. Syst. Appl.
Haider A. Alwzwazy, Laith Alzubaidi, Zehui Zhao, Ahmed Saihood, Sabah Abdulazeez Jebur, Mohamed Manoufali, Omar Alnaseri, José Santamaría, Yuantong Gu
2025 Misc conf
NeuroPhysNet: A FitzHugh-Nagumo-Based Physics-Informed Neural Network Framework for Electroencephalograph (EEG) Analysis and Motor Imagery Classification.
AusDM
Zhenyu Xia, Xinlei Huang, Yuantong Gu, Suvash C. Saha
2025 J jnl
Robust and explainable framework to address data scarcity in diagnostic imaging.
Comput. Biol. Medicine
Zehui Zhao, Laith Alzubaidi, Jinglan Zhang, Ye Duan, Usman Naseem, Yuantong Gu
2024 J jnl
A Scalable and Generalized Deep Learning Framework for Anomaly Detection in Surveillance Videos.
CoRR
Sabah Abdulazeez Jebur, Khalid Ali Hussein, Haider K. Hoomod, Laith Alzubaidi, Ahmed Saihood, Yuantong Gu
2024 J jnl
A comparison review of transfer learning and self-supervised learning: Definitions, applications, advantages and limitations.
Expert Syst. Appl.
Zehui Zhao, Laith Alzubaidi, Jinglan Zhang, Ye Duan, Yuantong Gu
2024 J jnl
An Experimental Comparison of Transfer Learning against Self-supervised Learning.
CoRR
Zehui Zhao, Laith Alzubaidi, Jinglan Zhang, Ye Duan, Usman Naseem, Yuantong Gu
2024 J jnl
Artificial intelligence for partial differential equations in computational mechanics: A review.
CoRR
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
2024 J jnl
Comprehensive review of deep learning in orthopaedics: Applications, challenges, trustworthiness, and fusion.
Artif. Intell. Medicine
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
2024 J jnl
Comprehensive systematic review of information fusion methods in smart cities and urban environments.
Inf. Fusion
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
2024 J jnl
Energy-based physics-informed neural network for frictionless contact problems under large deformation.
CoRR
Jinshuai Bai, Zhongya Lin, Yizheng Wang, Jiancong Wen, Yinghua Liu, Timon Rabczuk, Yuantong Gu, Xi-Qiao Feng
2024 J jnl
Fusion-driven semi-supervised learning-based lung nodules classification with dual-discriminator and dual-generator generative adversarial network.
BMC Medical Informatics Decis. Mak.
Ahmed Saihood, Wijdan Rashid Abdulhussien, Laith Alzubaidi, Mohamed Manoufali, Yuantong Gu
2024 J jnl
Fuzzy decision-making framework for explainable golden multi-machine learning models for real-time adversarial attack detection in Vehicular Ad-hoc Networks.
Inf. Fusion
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
2024 J jnl
Generalisable deep Learning framework to overcome catastrophic forgetting.
Intell. Syst. Appl.
Zaenab Alammar, Laith Alzubaidi, Jinglan Zhang, Yuefeng Li, Ashish Gupta, Yuantong Gu
2024 J jnl
MEFF - A model ensemble feature fusion approach for tackling adversarial attacks in medical imaging.
Intell. Syst. Appl.
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
2024 J jnl
Multiside graph neural network-based attention for local co-occurrence features fusion in lung nodule classification.
Expert Syst. Appl.
Ahmed Saihood, Mustafa Asaad Hasan, Shafaa mahmood shnawa, Mohammed A. Fadhel, Laith Alzubaidi, Ashish Gupta, Yuantong Gu
2024 J jnl
Navigating the metaverse: unraveling the impact of artificial intelligence - a comprehensive review and gap analysis.
Artif. Intell. Rev.
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
2024 J jnl
Real-time diabetic foot ulcer classification based on deep learning & parallel hardware computational tools.
Multim. Tools Appl.
Mohammed A. Fadhel, Laith Alzubaidi, Yuantong Gu, José Santamaría, Ye Duan
2024 J jnl
Reliable deep learning framework for the ground penetrating radar data to locate the horizontal variation in levee soil compaction.
Eng. Appl. Artif. Intell.
Laith Alzubaidi, Hussein Khalefa Chlaib, Mohammed A. Fadhel, Yubo Chen, Jinshuai Bai, Ahmed Shihab Albahri, Yuantong Gu
2024 J jnl
Robust and Explainable Framework to Address Data Scarcity in Diagnostic Imaging.
CoRR
Zehui Zhao, Laith Alzubaidi, Jinglan Zhang, Ye Duan, Usman Naseem, Yuantong Gu
2024 J jnl
SSP: self-supervised pertaining technique for classification of shoulder implants in x-ray medical images: a broad experimental study.
Artif. Intell. Rev.
Laith Alzubaidi, Mohammed A. Fadhel, Freek Hollman, Asma Salhi, José Santamaría, Ye Duan, Ashish Gupta, Kenneth Cutbush, Amin M. Abbosh, Yuantong Gu
2023 J jnl
A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications.
J. Big Data
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
2023 J jnl
A systematic review of trustworthy and explainable artificial intelligence in healthcare: Assessment of quality, bias risk, and data fusion.
Inf. Fusion
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
2023 — conf
Domain Adaptation and Feature Fusion for the Detection of Abnormalities in X-Ray Forearm Images.
EMBC
Laith Alzubaidi, Mohammed A. Fadhel, Ahmed Shihab Albahri, Asma Salhi, Ashish Gupta, Yuantong Gu
2023 J jnl
Physics-informed neural network for friction-involved nonsmooth dynamics problems.
CoRR
Zilin Li, Jinshuai Bai, Huajing Ouyang, Saulo Martelli, Ming Tang, Hongtao Wei, Pan Liu, Wei-Ron Han, Yuantong Gu
2023 J jnl
Physics-informed radial basis network (PIRBN): A local approximating neural network for solving nonlinear PDEs.
CoRR
Jinshuai Bai, Gui-Rong Liu, Ashish Gupta, Laith Alzubaidi, Xi-Qiao Feng, Yuantong Gu
2023 J jnl
Towards Risk-Free Trustworthy Artificial Intelligence: Significance and Requirements.
Int. J. Intell. Syst.
Laith Alzubaidi, Aiman Al-Sabaawi, Jinshuai Bai, Ammar Moufak 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
2022 J jnl
A Novel Machine Learning Prediction Model for Aerosol Transport in Upper 17-Generations of the Human Respiratory Tract.
Future Internet
Mohammad S. Islam, Shahid Husain, Jawed Mustafa, Yuantong Gu
2022 J jnl
An introduction to programming Physics-Informed Neural Network-based computational solid mechanics.
CoRR
Jinshuai Bai, Hyogu Jeong, C. P. Batuwatta-Gamage, Shusheng Xiao, Qingxia Wang, C. M. Rathnayaka, Laith Alzubaidi, Gui-Rong Liu, Yuantong Gu
2018 J jnl
A new regularization method for the dynamic load identification of stochastic structures.
Comput. Math. Appl.
Linjun Wang, Jinwei Liu, Youxiang Xie, Yuantong Gu
2016 J jnl
Finite element method for space-time fractional diffusion equation.
Numer. Algorithms
Libo Feng, Pinghui Zhuang, Fawang Liu, Ian W. Turner, Yuantong Gu
2015 J jnl
A meshless method based on Point Interpolation Method (PIM) for the space fractional diffusion equation.
Appl. Math. Comput.
Q. Liu, Fawang Liu, Yuantong Gu, Pinghui Zhuang, J. Chen, Ian W. Turner
2015 J jnl
Adaptive finite element analysis of elliptic problems based on bubble-type local mesh generation.
J. Comput. Appl. Math.
Weiwei Zhang, Yufeng Nie, Yuantong Gu
2014 J jnl
A RBF meshless approach for modeling a fractal mobile/immobile transport model.
Appl. Math. Comput.
Q. Liu, Fawang Liu, Ian W. Turner, Vo Anh, Yuantong Gu
2014 J jnl
A stochastic thermostat algorithm for coarse-grained thermomechanical modeling of large-scale soft matters: Theory and application to microfilaments.
J. Comput. Phys.
Tong Li, Yuantong Gu
2014 J jnl
Similarity Solutions for Flow and Heat Transfer of Non-Newtonian Fluid over a Stretching Surface.
J. Appl. Math.
Atta Sojoudi, Ali Mazloomi, Suvash C. Saha, Yuantong Gu
2012 J jnl
Collective Dynamics and Control of a 3-d Small-World Network with Time delays.
Int. J. Bifurc. Chaos
Xu Xu, Jiawei Luo, Yuantong Gu
2006 J jnl
A Concurrent Multiscale Method Based on the Meshfree Method and Molecular Dynamics Analysis.
Multiscale Model. Simul.
Yuantong Gu, L. C. Zhang