Xiaoge Zhang

According to our database, Xiaoge Zhang authored at least 69 papers between 2013 and 2026.

Collaborative distances:

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

2026

A Unified Uncertainty-Informed Approach for Risk Management of Deep Learning Models in the Open World.

Long Xue, Sai-Ho Chung, Lechang Yang, Xiao-Lin Wang, Xiaoge Zhang

IEEE Trans. Emerg. Top. Comput. Intell., April, 2026

Causality-Informed Neural Networks for Regularized Learning in Regression Problems.

Xiaoge Zhang, Tao Wang, Xiao-Lin Wang, Feng-Lei Fan, Yiu-Ming Cheung, Indranil Bose

IEEE Trans. Syst. Man Cybern. Syst., March, 2026

A Class-Aware Supervised Contrastive Quadratic Neural Network for Imbalanced Bearing Fault Diagnosis.

Weien Yu, Shiping Zhang, Jinwei Sun, Chenyu Li, Jing-Xiao Liao, Xiaoge Zhang

IEEE Trans. Reliab., 2026

An Uncertainty-Aware Continual Learning Framework for Fault Diagnosis of Rotating Machinery With Homogeneous-Heterogeneous Faults.

Jipu Li, Ke Yue, Zhuyun Chen, Jingyan Xia, Weihua Li, Xiaoge Zhang

IEEE Trans Autom. Sci. Eng., 2026

Conformal machine learning for reliable anomaly detection in industrial cyber-physical systems.

Shuaiqi Yuan, Jipu Li, Chunjin Wang, Xiaoge Zhang

Reliab. Eng. Syst. Saf., 2026

Chaos-inspired active learning for physics-informed neural networks to assess the reliability of multi-state systems.

Chenyu Li, Pingping Dong, Yanwen Jin, Jing-Xiao Liao, Sai-Ho Chung, Chao Jiang, Xiaoge Zhang

Reliab. Eng. Syst. Saf., 2026

Heterogeneous neural blind deconvolution: A signal processing-empowered foundation feature extractor for bearing fault diagnosis.

Jing-Xiao Liao, Chao He, Jipu Li, Xiao-Cong Zhong, Jinwei Sun, Yiu-ming Cheung, Feng-Lei Fan, Shiping Zhang, Xiaoge Zhang

Neural Networks, 2026

Semi-supervised cross-domain fault diagnosis via contrastive pre-training and annotation-efficient alignment strategy.

Lechang Yang, Xianghao Zhang, Feng Zhu, Zhe Wang, Xiaoge Zhang

J. Ind. Inf. Integr., 2026

2025

A Spatiotemporal Flight Trajectory Prediction and Online Learning Framework Based on Integrated Transformer-Bidirectional Gated Recurrent Unit.

Ye Liu, Kam Hung Ng, Cheng-Lung Wu, Nana Chu, Xiaoge Zhang, Kai-Kwong Hon, Christy Yan-Yu Leung

IEEE Trans. Intell. Transp. Syst., December, 2025

Stealthy Dual-Trigger Backdoors: Attacking Prompt Tuning in LM-Empowered Graph Foundation Models.

Xiaoyu Xue, Yuni Lai, Chenxi Huang, Yulin Zhu, Gaolei Li, Xiaoge Zhang, Kai Zhou

CoRR, October, 2025

NeuronSeek: On Stability and Expressivity of Task-driven Neurons.

Hanyu Pei, Jing-Xiao Liao, Qibin Zhao, Ting Gao, Shijun Zhang, Xiaoge Zhang, Feng-Lei Fan

CoRR, June, 2025

Implementing Trust in Non-Small Cell Lung Cancer Diagnosis with a Conformalized Uncertainty-Aware AI Framework in Whole-Slide Images.

Xiaoge Zhang, Tao Wang, Chao Yan, Fedaa Najdawi, Kai Zhou, Yuan Ma, Yiu-ming Cheung, Bradley A. Malin

CoRR, January, 2025

2024

Plausibility Extropy: The Complementary Dual of Plausibility Entropy.

Xinyang Deng, Siyu Xue, Wen Jiang, Xiaoge Zhang

IEEE Trans. Syst. Man Cybern. Syst., November, 2024

Logarithmic Cumulative Transformation: A Simple Yet Effective Approach for Bearing Remaining Useful Life Prediction.

Jing-Xiao Liao, Jipu Li, Hang-Cheng Dong, Jinwei Sun, Meiyan Zhang, Shiping Zhang, Xiaoge Zhang

IEEE Trans. Ind. Informatics, September, 2024

Quadratic Neuron-Empowered Heterogeneous Autoencoder for Unsupervised Anomaly Detection.

Jing-Xiao Liao, Bojian Hou, Hang-Cheng Dong, Hao Zhang, Xiaoge Zhang, Jinwei Sun, Shiping Zhang, Feng-Lei Fan

IEEE Trans. Artif. Intell., September, 2024

An Uncertainty-Aware Deep Learning Model for Reliable Detection of Steel Wire Rope Defects.

Wenting Yi, Wai Kit Chan, Hiu Hung Lee, Steven T. Boles, Xiaoge Zhang

IEEE Trans. Reliab., June, 2024

BearingPGA-Net: A Lightweight and Deployable Bearing Fault Diagnosis Network via Decoupled Knowledge Distillation and FPGA Acceleration.

Jing-Xiao Liao, Sheng-Lai Wei, Chen-Long Xie, Tieyong Zeng, Jinwei Sun, Shiping Zhang, Xiaoge Zhang, Feng-Lei Fan

IEEE Trans. Instrum. Meas., 2024

Toward Secrecy-Aware Attacks Against Trust Prediction in Signed Social Networks.

Yulin Zhu, Tomasz P. Michalak, Xiapu Luo, Xiaoge Zhang, Kai Zhou

IEEE Trans. Inf. Forensics Secur., 2024

Toward Adversarially Robust Recommendation From Adaptive Fraudster Detection.

Yuni Lai, Yulin Zhu, Wenqi Fan, Xiaoge Zhang, Kai Zhou

IEEE Trans. Inf. Forensics Secur., 2024

A principled distance-aware uncertainty quantification approach for enhancing the reliability of physics-informed neural network.

Jinwu Li, Xiangyun Long, Xinyang Deng, Wen Jiang, Kai Zhou, Chao Jiang, Xiaoge Zhang

Reliab. Eng. Syst. Saf., 2024

Deep reinforcement learning for intelligent risk optimization of buildings under hazard.

Ghazanfar Ali Anwar, Xiaoge Zhang

Reliab. Eng. Syst. Saf., 2024

Continuous optimization for construction of neural network-based prediction intervals.

Long Xue, Kai Zhou, Xiaoge Zhang

Knowl. Based Syst., 2024

Conditional plausibility entropy of belief functions based on Dempster conditioning.

Xinyang Deng, Wen Jiang, Xiaoge Zhang

Inf. Sci., 2024

An auto-regulated universal domain adaptation network for uncertain diagnostic scenarios of rotating machinery.

Jipu Li, Xiaoge Zhang, Ke Yue, Junbin Chen, Zhuyun Chen, Weihua Li

Expert Syst. Appl., 2024

Causally-Aware Spatio-Temporal Multi-Graph Convolution Network for Accurate and Reliable Traffic Prediction.

Pingping Dong, Xiao-Lin Wang, Indranil Bose, Kam K. H. Ng, Xiaoning Zhang, Xiaoge Zhang

CoRR, 2024

Classifier-guided neural blind deconvolution: a physics-informed denoising module for bearing fault diagnosis under heavy noise.

Jing-Xiao Liao, Chao He, Jipu Li, Jinwei Sun, Shiping Zhang, Xiaoge Zhang

CoRR, 2024

2023

Toward Certified Robustness of Graph Neural Networks in Adversarial AIoT Environments.

Yuni Lai, Jialong Zhou, Xiaoge Zhang, Kai Zhou

IEEE Internet Things J., August, 2023

A generic physics-informed neural network-based framework for reliability assessment of multi-state systems.

Taotao Zhou, Xiaoge Zhang, Enrique López Droguett, Ali Mosleh

Reliab. Eng. Syst. Saf., 2023

Spatiotemporal Image-Based Flight Trajectory Clustering Model with Deep Convolutional Autoencoder Network.

Ye Liu, Kam K. H. Ng, Nana Chu, Kai-Kwong Hon, Xiaoge Zhang

J. Aerosp. Inf. Syst., 2023

Enhancing the Performance of Neural Networks Through Causal Discovery and Integration of Domain Knowledge.

Xiaoge Zhang, Xiao-Lin Wang, Fenglei Fan, Yiu-Ming Cheung, Indranil Bose

CoRR, 2023

Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A Tutorial.

Venkat Nemani, Luca Biggio, Xun Huan, Zhen Hu, Olga Fink, Anh Tran, Yan Wang, Xiaoping Du, Xiaoge Zhang, Chao Hu

CoRR, 2023

2022

Bilevel Optimization Model for Resilient Configuration of Logistics Service Centers.

Xiaoge Zhang, Zhen Hu, Sankaran Mahadevan

IEEE Trans. Reliab., 2022

Bayesian Deep Learning for Aircraft Hard Landing Safety Assessment.

Yingxiao Kong, Xiaoge Zhang, Sankaran Mahadevan

IEEE Trans. Intell. Transp. Syst., 2022

Explainable machine learning in image classification models: An uncertainty quantification perspective.

Xiaoge Zhang, Felix T. S. Chan, Sankaran Mahadevan

Knowl. Based Syst., 2022

Towards risk-aware artificial intelligence and machine learning systems: An overview.

Xiaoge Zhang, Felix T. S. Chan, Chao Yan, Indranil Bose

Decis. Support Syst., 2022

A Comprehensive Review of Digital Twin - Part 1: Modeling and Twinning Enabling Technologies.

Adam Thelen, Xiaoge Zhang, Olga Fink, Yan Lu, Sayan Ghosh, Byeng D. Youn, Michael D. Todd, Sankaran Mahadevan, Chao Hu, Zhen Hu

CoRR, 2022

A Comprehensive Review of Digital Twin - Part 2: Roles of Uncertainty Quantification and Optimization, a Battery Digital Twin, and Perspectives.

Adam Thelen, Xiaoge Zhang, Olga Fink, Yan Lu, Sayan Ghosh, Byeng D. Youn, Michael D. Todd, Sankaran Mahadevan, Chao Hu, Zhen Hu

CoRR, 2022

Towards safe and collaborative aerodrome operations: Assessing shared situational awareness for adverse weather detection with EEG-enabled Bayesian neural networks.

Cho Yin Yiu, Kam K. H. Ng, Xinyu Li, Xiaoge Zhang, Qinbiao Li, Hok Sam Lam, Man Ho Chong

Adv. Eng. Informatics, 2022

2021

Bayesian network modeling of accident investigation reports for aviation safety assessment.

Xiaoge Zhang, Sankaran Mahadevan

Reliab. Eng. Syst. Saf., 2021

2020

An Accelerated Physarum Solver for Network Optimization.

Cai Gao, Xiaoge Zhang, Zhiying Yue, Daijun Wei

IEEE Trans. Cybern., 2020

Multi-source information fusion to assess control room operator performance.

Xiaoge Zhang, Sankaran Mahadevan, Nathan Lau, Matthew B. Weinger

Reliab. Eng. Syst. Saf., 2020

Bayesian neural networks for flight trajectory prediction and safety assessment.

Xiaoge Zhang, Sankaran Mahadevan

Decis. Support Syst., 2020

2019

Machine Learning and Optimization Models to Assess and Enhance System Resilience.

Xiaoge Zhang

PhD thesis, 2019

Ensemble machine learning models for aviation incident risk prediction.

Xiaoge Zhang, Sankaran Mahadevan

Decis. Support Syst., 2019

2018

A Bio-Inspired Approach to Traffic Network Equilibrium Assignment Problem.

Xiaoge Zhang, Sankaran Mahadevan

IEEE Trans. Cybern., 2018

Physarum polycephalum assignment: a new attempt for fuzzy user equilibrium.

Yang Liu, Yong Hu, Felix T. S. Chan, Xiaoge Zhang, Yong Deng

Soft Comput., 2018

Resilience-based network design under uncertainty.

Xiaoge Zhang, Sankaran Mahadevan, Shankar Sankararaman, Kai Goebel

Reliab. Eng. Syst. Saf., 2018

Measuring the vulnerability of community structure in complex networks.

Daijun Wei, Xiaoge Zhang, Sankaran Mahadevan

Reliab. Eng. Syst. Saf., 2018

Emergent computing and its applications.

Xiaoge Zhang

Int. J. Parallel Emergent Distributed Syst., 2018

2017

A Game Theoretic Approach to Network Reliability Assessment.

Xiaoge Zhang, Sankaran Mahadevan

IEEE Trans. Reliab., 2017

Reliability analysis with linguistic data: An evidential network approach.

Xiaoge Zhang, Sankaran Mahadevan, Xinyang Deng

Reliab. Eng. Syst. Saf., 2017

An adaptive amoeba algorithm for shortest path tree computation in dynamic graphs.

Xiaoge Zhang, Felix T. S. Chan, Hai Yang, Yong Deng

Inf. Sci., 2017

An intelligent physarum solver for supply chain network design under profit maximization and oligopolistic competition.

Xiaoge Zhang, Felix T. S. Chan, Andrew Adamatzky, Sankaran Mahadevan, Hai Yang, Zili Zhang, Yong Deng

Int. J. Prod. Res., 2017

Aircraft re-routing optimization and performance assessment under uncertainty.

Xiaoge Zhang, Sankaran Mahadevan

Decis. Support Syst., 2017

Physarum solver: a bio-inspired method for sustainable supply chain network design problem.

Xiaoge Zhang, Andrew Adamatzky, Felix T. S. Chan, Sankaran Mahadevan, Yong Deng

Ann. Oper. Res., 2017

2016

A Physarum-inspired approach to supply chain network design.

Xiaoge Zhang, Andrew Adamatzky, Xin-She Yang, Hai Yang, Sankaran Mahadevan, Yong Deng

Sci. China Inf. Sci., 2016

2015

<i>Physarum</i>-Inspired Applications in Graph-Optimization Problems.

Xiaoge Zhang, Sankaran Mahadevan, Yong Deng

Parallel Process. Lett., 2015

Solving the Longest Path Problem in Directed Acyclic Graphs Based on Amoeba Algorithm.

Qing Wang, Xiaoge Zhang, Sankaran Mahadevan, Yong Deng

Int. J. Unconv. Comput., 2015

An anticipation mechanism for the shortest path problem based on <i>Physarum polycephalum</i>.

Qing Wang, Xi Lu, Xiaoge Zhang, Yong Deng, Can Xiao

Int. J. Gen. Syst., 2015

A fuzzy extended analytic network process-based approach for global supplier selection.

Xiaoge Zhang, Yong Deng, Felix T. S. Chan, Sankaran Mahadevan

Appl. Intell., 2015

2014

A Biologically Inspired Optimization Algorithm for Solving Fuzzy Shortest Path Problems with Mixed Fuzzy Arc Lengths.

Xiaoge Zhang, Qing Wang, Andrew Adamatzky, Felix T. S. Chan, Sankaran Mahadevan, Yong Deng

J. Optim. Theory Appl., 2014

A <i>Physarum Polycephalum</i> Optimization Algorithm for the Bi-objective Shortest Path Problem.

Xiaoge Zhang, Qing Wang, Felix T. S. Chan, Sankaran Mahadevan, Yong Deng

Int. J. Unconv. Comput., 2014

A Physarum-Inspired Approach to Optimal Supply Chain Network Design at Minimum Total Cost with Demand Satisfaction.

Xiaoge Zhang, Andrew Adamatzky, Xin-She Yang, Hai Yang, Sankaran Mahadevan, Yong Deng

CoRR, 2014

Rapid Physarum Algorithm for shortest path problem.

Xiaoge Zhang, Yajuan Zhang, Zili Zhang, Sankaran Mahadevan, Andrew Adamatzky, Yong Deng

Appl. Soft Comput., 2014

An evidential DEMATEL method to identify critical success factors in emergency management.

Ya Li, Yong Hu, Xiaoge Zhang, Yong Deng, Sankaran Mahadevan

Appl. Soft Comput., 2014

A bio-inspired algorithm for identification of critical components in the transportation networks.

Xiaoge Zhang, Andrew Adamatzky, Hai Yang, Sankaran Mahadevan, Xin-She Yang, Qing Wang, Yong Deng

Appl. Math. Comput., 2014

2013

An adaptive amoeba algorithm for constrained shortest paths.

Xiaoge Zhang, Yajuan Zhang, Yong Hu, Yong Deng, Sankaran Mahadevan

Expert Syst. Appl., 2013

An Adaptive Amoeba Algorithm for Shortest Path Tree Computation in Dynamic Graphs.

Xiaoge Zhang, Qi Liu, Yong Hu, Felix T. S. Chan, Sankaran Mahadevan, Zili Zhang, Yong Deng

CoRR, 2013

Solving 0-1 knapsack problems based on amoeboid organism algorithm.

Xiaoge Zhang, Shiyan Huang, Yong Hu, Yajuan Zhang, Sankaran Mahadevan, Yong Deng

Appl. Math. Comput., 2013