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Xiaoge Zhang

Assistant Professor

The Hong Kong Polytechnic University

China

Research Interests

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Articles (20)

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2026

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Collaborators (8)

Chunjin Wang

Assistant Professor

The Hong Kong Polytechnic University

HONG KONG

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Ghazanfar Ali Anwar

The Hong Kong Polytechnic University

HONG KONG

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Xingyu Zhao

Professor in Safe AI

University of Warwick

UNITED KINGDOM

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Shuaiqi Yuan

Delft University of Technology

NETHERLANDS

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Kai Zhou

Assistant Professor

The Hong Kong Polytechnic University

HONG KONG

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Yiu-ming Cheung

Chair Professor in Artificial Intelligence

Hong Kong Baptist University

HONG KONG

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Lechang Yang

University of Science and Technology Beijing

CHINA

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Xiao-Lin Wang

Associate Professor

Sichuan University

CHINA

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Xiaoge Zhang

Research Interests

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Articles (20)

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

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

Causality-Informed Neural Networks for Regularized Learning in Regression Problems

A hierarchical imprecise probability approach to reliability assessment of large language models

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

DISCO: Decoupling representation learning and risk control for reliable credit card fraud detection

Implementing trust in non-small cell lung cancer diagnosis with a conformalized uncertainty-aware AI framework

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

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

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

Code and Data Repository for Causally-Aware Spatio-Temporal Multi-Graph Convolution Network for Accurate and Reliable Traffic Prediction

Causally Aware Spatiotemporal Multigraph Convolutional Network for Accurate and Reliable Traffic Prediction

Extended warranty pricing in a competitive aftermarket under logit demand

A data-driven approach for spatio-temporal causal analysis in large-scale urban traffic networks

Classifier-guided neural blind deconvolution: A physics-informed denoising module for bearing fault diagnosis under noisy conditions

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

Deep reinforcement learning for intelligent risk optimization of buildings under hazard

A generic causality-informed neural network (CINN) methodology for quantitative risk analytics and decision support

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

Quadratic Neuron-Empowered Heterogeneous Autoencoder for Unsupervised Anomaly Detection

Collaborators (8)

Chunjin Wang

Ghazanfar Ali Anwar

Xingyu Zhao

Shuaiqi Yuan

Kai Zhou

Yiu-ming Cheung

Lechang Yang

Xiao-Lin Wang

Make your next move.