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Xiaoge Zhang

the hong kong polytechnic university

34H-index
152Paper Count
4.1KCitation Count
Published Papers 76
Publication Date
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A Unified Framework for Reliable Deep Learning: Conformal Prediction Meets Out-of-Distribution Detection
errIEEE Transactions on Reliability
IF5.7
err2026-09-11
err0
PREAI
errLong Xue; Tao Wang; Yiu-ming Cheung; Xingyu Zhao; Sai-Ho Chung; Xiaoge Zhang
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Implementing trust in non-small cell lung cancer diagnosis with a conformalized uncertainty-aware AI framework
errNature Biomedical Engineering
IF26.6
err2026-06-23
err0
errOAAI
errXiaoge Zhang; Tao Wang; Chao Yan; Fedaa Najdawi; Kai Zhou; Yuan Ma; Yiu-ming Cheung; Maximus C. F. Yeung; Bradley A. Malin
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errSave
DISCO: Decoupling representation learning and risk control for reliable credit card fraud detection
errDecision Support Systems
IF6.8
err2026-06-22
err0
PREAI
errRuonan Zhu; Xinru Zhang; Tao Wang; Jingxiao Liao; Sai-Ho Chung; Xiaoge Zhang
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A Class-Aware Supervised Contrastive Quadratic Neural Network for Imbalanced Bearing Fault Diagnosis
errIEEE Transactions on Reliability
IF5.7
err2026-02-26
err0
PREAI
errWei-En Yu; Shiping Zhang; Jinwei Sun; Chenyu Li; Jing-Xiao Liao; Xiaoge Zhang
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errSave
Conformal Machine Learning for Reliable Anomaly Detection in Industrial Cyber-Physical Systems
errReliability Engineering & System Safety
IF11
err2026-02-13
err0
PREAI
errShuaiqi Yuan; Jipu Li; Chunjin Wang; Xiaoge Zhang
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errSave
A Unified Uncertainty-Informed Approach for Risk Management of Deep Learning Models in the Open World
errIEEE Transactions on Emerging Topics in Computational Intelligence
IF6.5
err2026-01-05
err0
PREAI
errLong Xue; Sai-Ho Chung; Lechang Yang; Xiao-Lin Wang; Xiaoge Zhang
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Streamlined assessment and optimization of sustainable aviation fuels via few-shot learning and tailored genetic algorithm
errApplications in Energy and Combustion Science
IF6
err2025-12-03
err0
errOAAI
errXinrui Ren; Huixin Yang; Molly Meng-Jung Li; Shao-Yuan Leu; Carol Sze Ki Lin; Xiaoge Zhang; Chih-yung Wen; Christopher Yu Hang Chao; Song Cheng
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errSave
Causally Aware Spatiotemporal Multigraph Convolutional Network for Accurate and Reliable Traffic Prediction
errINFORMS JOURNAL ON COMPUTING
IF2.1
err2025-11-01
err0
PREAI
errDong, Pingping; Wang, Xiao-Lin; Bose, Indranil; Ng, Kam K. H.; Zhang, Xiaoning; Zhang, Xiaoge
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errSave
A state assessment method for a system with non-exclusive states based on the fusion of imprecise information
errINFORMATION SCIENCES
IF6.8
err2025-11-01
err0
PREAI
errLiu, Zichen; Deng, Xinyang; Jiang, Wen; Cui, Yebi; Zhang, Xiaoge
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Chaos-inspired active learning for physics-informed neural networks to assess the reliability of multi-state systems
errReliability Engineering & System Safety
IF11
err2025-10-31
err0
PREAI
errChenyu Li; Pingping Dong; Yanwen Jin; Jing-Xiao Liao; Sai-Ho Chung; Chao Jiang; Xiaoge Zhang
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errSave
Plasma exposure levels of polycyclic aromatic hydrocarbons, pesticides and metals/metalloids among reproductive-age men in Jinhua, China: Influencing factors and links to semen quality
errEcotoxicology and Environmental Safety
IF6.1
err2025-10-08
err0
errOAAI
errZhen Wang; Kuangtao Fu; Xiaoge Zhang; Guolong Chen; Lili Zheng; Yan Liang; Wen-Jing Deng; Hongjie Sun; Zeqiong Xu; Hongjun Lin; Huachang Hong
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errSave
A data-driven approach for spatio-temporal causal analysis in large-scale urban traffic networks
errtransportation research part e logistics and transportation review
IF0
err2025-07-21
err0
PREAI
errPingping Dong; Xiaoning Zhang; Xiaoge Zhang
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errSave
Extended warranty pricing in a competitive aftermarket under logit demand
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2025-06-17
err0
PREAI
errWang, Xiao-Lin; Peng, Shizhe; Zhang, Xiaoge
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errSave
Dynamic simulation and predictive control for supercritical water oxidation reactor using reactor network model
errENERGY
IF9.4
err2025-06-01
err0
PREAI
errZhang, Xiaoge; Hu, Citao; Wang, Hao; Lu, Youjun
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Uncertainty quantification of aerosol jet 3D printing process using non-intrusive polynomial chaos and stochastic collocation
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2025-05-01
err0
PREAI
errZhang, Haining; Huang, Jingyuan; Zhang, Xiaoge; Wong, Chak-Nam
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Temperature-dependent mechanical properties of La2O3-reinforced 316L stainless steel fabricated by laser powder bed fusion
errMATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING
IF7
err2025-03-01
err0
PREAI
errZhang, Xiaoge; Zhai, Wengang; Liu, Yongjie; Zhou, Wei; Chen, Yao; He, Chao; Zhang, Hong; Wang, Chong; Wang, Qingyuan; Liu, Fulin
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errSave
Classifier-guided neural blind deconvolution: A physics-informed denoising module for bearing fault diagnosis under noisy conditions
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2025-01-01
err4
PREAI
errLiao, Jing-Xiao; He, Chao; Li, Jipu; Sun, Jinwei; Zhang, Shiping; Zhang, Xiaoge
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errSave
Reliability estimation for individual predictions in machine learning systems: A model reliability-based approach
errDECISION SUPPORT SYSTEMS
IF6.8
err2024-11-01
err0
PREAI
errZhang, Xiaoge; Bose, Indranil
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errSave
Plausibility Extropy: The Complementary Dual of Plausibility Entropy
errieee transactions on cybernetics
IF8.7
err2024-11-01
err0
PREAI
errDeng, Xinyang; Xue, Siyu; Jiang, Wen; Zhang, Xiaoge
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errSave
High-temperature service stability of a novel ceramic composite insulation material
errCERAMICS INTERNATIONAL
IF5.6
err2024-09-01
err0
PREAI
errGao, Rui; Zhou, Zhangjian; Zhang, Hongbo; Zhang, Xiaoge; Wu, Yuming
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errSave

Research Directions

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Co-authors
Cooperation Journals
Dr Xin-She Yang cover
Dr Xin-She Yang (Xin‐She Yang)
H-index: 96 · Papers: 712
W
Weihua Li
H-index: 94 · Papers: 1.2K
Y
Yong Deng
H-index: 90 · Papers: 1.3K
H
Hai Yang
H-index: 89 · Papers: 637
F
Felix T.S. Chan
H-index: 86 · Papers: 818
View more