Xiaoge Zhang

69 papers Journal 68
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Class-Aware Supervised Contrastive Quadratic Neural Network for Imbalanced Bearing Fault Diagnosis.
IEEE Trans. Reliab.
Weien Yu, Shiping Zhang, Jinwei Sun, Chenyu Li, Jing-Xiao Liao, Xiaoge Zhang
2026 J jnl
A Unified Uncertainty-Informed Approach for Risk Management of Deep Learning Models in the Open World.
IEEE Trans. Emerg. Top. Comput. Intell.
Long Xue, Sai-Ho Chung, Lechang Yang, Xiao-Lin Wang, Xiaoge Zhang
2026 J jnl
An Uncertainty-Aware Continual Learning Framework for Fault Diagnosis of Rotating Machinery With Homogeneous-Heterogeneous Faults.
IEEE Trans Autom. Sci. Eng.
Jipu Li, Ke Yue, Zhuyun Chen, Jingyan Xia, Weihua Li, Xiaoge Zhang
2026 J jnl
Causality-Informed Neural Networks for Regularized Learning in Regression Problems.
IEEE Trans. Syst. Man Cybern. Syst.
Xiaoge Zhang, Tao Wang, Xiao-Lin Wang, Feng-Lei Fan, Yiu-ming Cheung, Indranil Bose
2026 J jnl
Chaos-inspired active learning for physics-informed neural networks to assess the reliability of multi-state systems.
Reliab. Eng. Syst. Saf.
Chenyu Li, Pingping Dong, Yanwen Jin, Jing-Xiao Liao, Sai-Ho Chung, Chao Jiang, Xiaoge Zhang
2026 J jnl
Conformal machine learning for reliable anomaly detection in industrial cyber-physical systems.
Reliab. Eng. Syst. Saf.
Shuaiqi Yuan, Jipu Li, Chunjin Wang, Xiaoge Zhang
2026 J jnl
Semi-supervised cross-domain fault diagnosis via contrastive pre-training and annotation-efficient alignment strategy.
J. Ind. Inf. Integr.
Lechang Yang, Xianghao Zhang, Feng Zhu, Zhe Wang, Xiaoge Zhang
2025 J jnl
A Spatiotemporal Flight Trajectory Prediction and Online Learning Framework Based on Integrated Transformer-Bidirectional Gated Recurrent Unit.
IEEE Trans. Intell. Transp. Syst.
Ye Liu, Kam Hung Ng, Cheng-Lung Wu, Nana Chu, Xiaoge Zhang, Kai-Kwong Hon, Christy Yan-Yu Leung
2025 J jnl
Implementing Trust in Non-Small Cell Lung Cancer Diagnosis with a Conformalized Uncertainty-Aware AI Framework in Whole-Slide Images.
CoRR
Xiaoge Zhang, Tao Wang, Chao Yan, Fedaa Najdawi, Kai Zhou, Yuan Ma, Yiu-ming Cheung, Bradley A. Malin
2025 J jnl
NeuronSeek: On Stability and Expressivity of Task-driven Neurons.
CoRR
Hanyu Pei, Jing-Xiao Liao, Qibin Zhao, Ting Gao, Shijun Zhang, Xiaoge Zhang, Feng-Lei Fan
2025 J jnl
Stealthy Dual-Trigger Backdoors: Attacking Prompt Tuning in LM-Empowered Graph Foundation Models.
CoRR
Xiaoyu Xue, Yuni Lai, Chenxi Huang, Yulin Zhu, Gaolei Li, Xiaoge Zhang, Kai Zhou
2024 J jnl
A principled distance-aware uncertainty quantification approach for enhancing the reliability of physics-informed neural network.
Reliab. Eng. Syst. Saf.
Jinwu Li, Xiangyun Long, Xinyang Deng, Wen Jiang, Kai Zhou, Chao Jiang, Xiaoge Zhang
2024 J jnl
An Uncertainty-Aware Deep Learning Model for Reliable Detection of Steel Wire Rope Defects.
IEEE Trans. Reliab.
Wenting Yi, Wai Kit Chan, Hiu Hung Lee, Steven T. Boles, Xiaoge Zhang
2024 J jnl
An auto-regulated universal domain adaptation network for uncertain diagnostic scenarios of rotating machinery.
Expert Syst. Appl.
Jipu Li, Xiaoge Zhang, Ke Yue, Junbin Chen, Zhuyun Chen, Weihua Li
2024 J jnl
BearingPGA-Net: A Lightweight and Deployable Bearing Fault Diagnosis Network via Decoupled Knowledge Distillation and FPGA Acceleration.
IEEE Trans. Instrum. Meas.
Jing-Xiao Liao, Sheng-Lai Wei, Chen-Long Xie, Tieyong Zeng, Jinwei Sun, Shiping Zhang, Xiaoge Zhang, Feng-Lei Fan
2024 J jnl
Causally-Aware Spatio-Temporal Multi-Graph Convolution Network for Accurate and Reliable Traffic Prediction.
CoRR
Pingping Dong, Xiao-Lin Wang, Indranil Bose, Kam K. H. Ng, Xiaoning Zhang, Xiaoge Zhang
2024 J jnl
Classifier-guided neural blind deconvolution: a physics-informed denoising module for bearing fault diagnosis under heavy noise.
CoRR
Jing-Xiao Liao, Chao He, Jipu Li, Jinwei Sun, Shiping Zhang, Xiaoge Zhang
2024 J jnl
Conditional plausibility entropy of belief functions based on Dempster conditioning.
Inf. Sci.
Xinyang Deng, Wen Jiang, Xiaoge Zhang
2024 J jnl
Continuous optimization for construction of neural network-based prediction intervals.
Knowl. Based Syst.
Long Xue, Kai Zhou, Xiaoge Zhang
2024 J jnl
Deep reinforcement learning for intelligent risk optimization of buildings under hazard.
Reliab. Eng. Syst. Saf.
Ghazanfar Ali Anwar, Xiaoge Zhang
2024 J jnl
Logarithmic Cumulative Transformation: A Simple Yet Effective Approach for Bearing Remaining Useful Life Prediction.
IEEE Trans. Ind. Informatics
Jing-Xiao Liao, Jipu Li, Hang-Cheng Dong, Jinwei Sun, Meiyan Zhang, Shiping Zhang, Xiaoge Zhang
2024 J jnl
Plausibility Extropy: The Complementary Dual of Plausibility Entropy.
IEEE Trans. Syst. Man Cybern. Syst.
Xinyang Deng, Siyu Xue, Wen Jiang, Xiaoge Zhang
2024 J jnl
Quadratic Neuron-Empowered Heterogeneous Autoencoder for Unsupervised Anomaly Detection.
IEEE Trans. Artif. Intell.
Jing-Xiao Liao, Bojian Hou, Hang-Cheng Dong, Hao Zhang, Xiaoge Zhang, Jinwei Sun, Shiping Zhang, Feng-Lei Fan
2024 J jnl
Toward Adversarially Robust Recommendation From Adaptive Fraudster Detection.
IEEE Trans. Inf. Forensics Secur.
Yuni Lai, Yulin Zhu, Wenqi Fan, Xiaoge Zhang, Kai Zhou
2024 J jnl
Toward Secrecy-Aware Attacks Against Trust Prediction in Signed Social Networks.
IEEE Trans. Inf. Forensics Secur.
Yulin Zhu, Tomasz P. Michalak, Xiapu Luo, Xiaoge Zhang, Kai Zhou
2023 J jnl
A generic physics-informed neural network-based framework for reliability assessment of multi-state systems.
Reliab. Eng. Syst. Saf.
Taotao Zhou, Xiaoge Zhang, Enrique López Droguett, Ali Mosleh
2023 J jnl
BearingPGA-Net: A Lightweight and Deployable Bearing Fault Diagnosis Network via Decoupled Knowledge Distillation and FPGA Acceleration.
CoRR
Jing-Xiao Liao, Sheng-Lai Wei, Chen-Long Xie, Tieyong Zeng, Jinwei Sun, Shiping Zhang, Xiaoge Zhang, Feng-Lei Fan
2023 J jnl
Enhancing the Performance of Neural Networks Through Causal Discovery and Integration of Domain Knowledge.
CoRR
Xiaoge Zhang, Xiao-Lin Wang, Fenglei Fan, Yiu-ming Cheung, Indranil Bose
2023 J jnl
Spatiotemporal Image-Based Flight Trajectory Clustering Model with Deep Convolutional Autoencoder Network.
J. Aerosp. Inf. Syst.
Ye Liu, Kam K. H. Ng, Nana Chu, Kai-Kwong Hon, Xiaoge Zhang
2023 J jnl
Toward Certified Robustness of Graph Neural Networks in Adversarial AIoT Environments.
IEEE Internet Things J.
Yuni Lai, Jialong Zhou, Xiaoge Zhang, Kai Zhou
2023 J jnl
Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A Tutorial.
CoRR
Venkat Nemani, Luca Biggio, Xun Huan, Zhen Hu, Olga Fink, Anh Tran, Yan Wang, Xiaoping Du, Xiaoge Zhang, Chao Hu
2022 J jnl
A Comprehensive Review of Digital Twin - Part 1: Modeling and Twinning Enabling Technologies.
CoRR
Adam Thelen, Xiaoge Zhang, Olga Fink, Yan Lu, Sayan Ghosh, Byeng D. Youn, Michael D. Todd, Sankaran Mahadevan, Chao Hu, Zhen Hu
2022 J jnl
A Comprehensive Review of Digital Twin - Part 2: Roles of Uncertainty Quantification and Optimization, a Battery Digital Twin, and Perspectives.
CoRR
Adam Thelen, Xiaoge Zhang, Olga Fink, Yan Lu, Sayan Ghosh, Byeng D. Youn, Michael D. Todd, Sankaran Mahadevan, Chao Hu, Zhen Hu
2022 J jnl
Bayesian Deep Learning for Aircraft Hard Landing Safety Assessment.
IEEE Trans. Intell. Transp. Syst.
Yingxiao Kong, Xiaoge Zhang, Sankaran Mahadevan
2022 J jnl
Bilevel Optimization Model for Resilient Configuration of Logistics Service Centers.
IEEE Trans. Reliab.
Xiaoge Zhang, Zhen Hu, Sankaran Mahadevan
2022 J jnl
Explainable machine learning in image classification models: An uncertainty quantification perspective.
Knowl. Based Syst.
Xiaoge Zhang, Felix T. S. Chan, Sankaran Mahadevan
2022 J jnl
Towards risk-aware artificial intelligence and machine learning systems: An overview.
Decis. Support Syst.
Xiaoge Zhang, Felix T. S. Chan, Chao Yan, Indranil Bose
2022 J jnl
Towards safe and collaborative aerodrome operations: Assessing shared situational awareness for adverse weather detection with EEG-enabled Bayesian neural networks.
Adv. Eng. Informatics
Cho Yin Yiu, Kam K. H. Ng, Xinyu Li, Xiaoge Zhang, Qinbiao Li, Hok Sam Lam, Man Ho Chong
2021 J jnl
A generic physics-informed neural network-based framework for reliability assessment of multi-state systems.
CoRR
Taotao Zhou, Xiaoge Zhang, Enrique López Droguett, Ali Mosleh
2021 J jnl
Bayesian network modeling of accident investigation reports for aviation safety assessment.
Reliab. Eng. Syst. Saf.
Xiaoge Zhang, Sankaran Mahadevan
2020 J jnl
An Accelerated Physarum Solver for Network Optimization.
IEEE Trans. Cybern.
Cai Gao, Xiaoge Zhang, Zhiying Yue, Daijun Wei
2020 J jnl
Bayesian neural networks for flight trajectory prediction and safety assessment.
Decis. Support Syst.
Xiaoge Zhang, Sankaran Mahadevan
2020 J jnl
Multi-source information fusion to assess control room operator performance.
Reliab. Eng. Syst. Saf.
Xiaoge Zhang, Sankaran Mahadevan, Nathan Lau, Matthew B. Weinger
2019 J jnl
Ensemble machine learning models for aviation incident risk prediction.
Decis. Support Syst.
Xiaoge Zhang, Sankaran Mahadevan
2019 — —
Machine Learning and Optimization Models to Assess and Enhance System Resilience.
Xiaoge Zhang
2018 J jnl
A Bio-Inspired Approach to Traffic Network Equilibrium Assignment Problem.
IEEE Trans. Cybern.
Xiaoge Zhang, Sankaran Mahadevan
2018 J jnl
Emergent computing and its applications.
Int. J. Parallel Emergent Distributed Syst.
Xiaoge Zhang
2018 J jnl
Measuring the vulnerability of community structure in complex networks.
Reliab. Eng. Syst. Saf.
Daijun Wei, Xiaoge Zhang, Sankaran Mahadevan
2018 J jnl
Physarum polycephalum assignment: a new attempt for fuzzy user equilibrium.
Soft Comput.
Yang Liu, Yong Hu, Felix T. S. Chan, Xiaoge Zhang, Yong Deng
2018 J jnl
Resilience-based network design under uncertainty.
Reliab. Eng. Syst. Saf.
Xiaoge Zhang, Sankaran Mahadevan, Shankar Sankararaman, Kai Goebel
2017 J jnl
A Game Theoretic Approach to Network Reliability Assessment.
IEEE Trans. Reliab.
Xiaoge Zhang, Sankaran Mahadevan
2017 J jnl
Aircraft re-routing optimization and performance assessment under uncertainty.
Decis. Support Syst.
Xiaoge Zhang, Sankaran Mahadevan
2017 J jnl
An adaptive amoeba algorithm for shortest path tree computation in dynamic graphs.
Inf. Sci.
Xiaoge Zhang, Felix T. S. Chan, Hai Yang, Yong Deng
2017 J jnl
An intelligent physarum solver for supply chain network design under profit maximization and oligopolistic competition.
Int. J. Prod. Res.
Xiaoge Zhang, Felix T. S. Chan, Andrew Adamatzky, Sankaran Mahadevan, Hai Yang, Zili Zhang, Yong Deng
2017 J jnl
Physarum solver: a bio-inspired method for sustainable supply chain network design problem.
Ann. Oper. Res.
Xiaoge Zhang, Andrew Adamatzky, Felix T. S. Chan, Sankaran Mahadevan, Yong Deng
2017 J jnl
Reliability analysis with linguistic data: An evidential network approach.
Reliab. Eng. Syst. Saf.
Xiaoge Zhang, Sankaran Mahadevan, Xinyang Deng
2016 J jnl
A Physarum-inspired approach to supply chain network design.
Sci. China Inf. Sci.
Xiaoge Zhang, Andrew Adamatzky, Xin-She Yang, Hai Yang, Sankaran Mahadevan, Yong Deng
2015 J jnl
A fuzzy extended analytic network process-based approach for global supplier selection.
Appl. Intell.
Xiaoge Zhang, Yong Deng, Felix T. S. Chan, Sankaran Mahadevan
2015 J jnl
An anticipation mechanism for the shortest path problem based on
Int. J. Gen. Syst.
Qing Wang, Xi Lu, Xiaoge Zhang, Yong Deng, Can Xiao
2015 J jnl
Solving the Longest Path Problem in Directed Acyclic Graphs Based on Amoeba Algorithm.
Int. J. Unconv. Comput.
Qing Wang, Xiaoge Zhang, Sankaran Mahadevan, Yong Deng
2014 J jnl
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Int. J. Unconv. Comput.
Xiaoge Zhang, Qing Wang, Felix T. S. Chan, Sankaran Mahadevan, Yong Deng
2014 J jnl
A Biologically Inspired Optimization Algorithm for Solving Fuzzy Shortest Path Problems with Mixed Fuzzy Arc Lengths.
J. Optim. Theory Appl.
Xiaoge Zhang, Qing Wang, Andrew Adamatzky, Felix T. S. Chan, Sankaran Mahadevan, Yong Deng
2014 J jnl
A Physarum-Inspired Approach to Optimal Supply Chain Network Design at Minimum Total Cost with Demand Satisfaction.
CoRR
Xiaoge Zhang, Andrew Adamatzky, Xin-She Yang, Hai Yang, Sankaran Mahadevan, Yong Deng
2014 J jnl
A bio-inspired algorithm for identification of critical components in the transportation networks.
Appl. Math. Comput.
Xiaoge Zhang, Andrew Adamatzky, Hai Yang, Sankaran Mahadevan, Xin-She Yang, Qing Wang, Yong Deng
2014 J jnl
An evidential DEMATEL method to identify critical success factors in emergency management.
Appl. Soft Comput.
Ya Li, Yong Hu, Xiaoge Zhang, Yong Deng, Sankaran Mahadevan
2014 J jnl
Rapid Physarum Algorithm for shortest path problem.
Appl. Soft Comput.
Xiaoge Zhang, Yajuan Zhang, Zili Zhang, Sankaran Mahadevan, Andrew Adamatzky, Yong Deng
2013 J jnl
An Adaptive Amoeba Algorithm for Shortest Path Tree Computation in Dynamic Graphs.
CoRR
Xiaoge Zhang, Qi Liu, Yong Hu, Felix T. S. Chan, Sankaran Mahadevan, Zili Zhang, Yong Deng
2013 J jnl
An adaptive amoeba algorithm for constrained shortest paths.
Expert Syst. Appl.
Xiaoge Zhang, Yajuan Zhang, Yong Hu, Yong Deng, Sankaran Mahadevan
2013 J jnl
Solving 0-1 knapsack problems based on amoeboid organism algorithm.
Appl. Math. Comput.
Xiaoge Zhang, Shiyan Huang, Yong Hu, Yajuan Zhang, Sankaran Mahadevan, Yong Deng