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Zhihuan Song

guangdong university of petrochemical technology

52H指数
350论文数
9.4K被引数
收录论文 178
发表时间
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Toward Intrinsically Calibrated Uncertainty Quantification in Industrial Data-Driven Models via Diffusion Sampler通过扩散采样器实现工业数据驱动模型中固有校准的不确定性量化
errIEEE Transactions on Industrial Informatics
IF9.9
err2026-05-12
err0
PREAI
errYiran Ma; Jerome Le Ny; Zhichao Chen; Zhihuan Song
err分享
err收藏
ABIGX: A Unified Framework for Explainable Fault Detection and ClassificationABIGX：一种用于可解释故障检测与分类的统一框架
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2026-04-30
err0
PREAI
errYue Zhuo; Jinchuan Qian; Junhua Zheng; Xiaoyu Jiang; Zhihuan Song; Duxin Chen; Wenwu Yu; Zhiqiang Ge
err分享
err收藏
TF-ProFM: Prototype-Based Time–Frequency Foundation Model for Generalizable Industrial Bearing Fault DiagnosisTF-ProFM：基于原型的时频基础模型，用于可泛化的工业轴承故障诊断
errIEEE Transactions on Industrial Informatics
IF9.9
err2026-03-30
err0
PREAI
errSongyan Pi; Bojian Chen; Xinmin Zhang; Zhihuan Song
err分享
err收藏
Meta-AWARE: Meta-Learning-Based Automatic Weighted Augmentation for Regression Enhancement in Soft Sensor ApplicationsMeta-AWARE：基于元学习的自动加权增强在软传感器应用中的回归增强
errIEEE Transactions on Automation Science and Engineering
IF6.4
err2026-03-25
err0
PREAI
errYuting Lyu; Le Zhou; Zhongfa Cheng; Yanfei Hua; Zhihuan Song
err分享
err收藏
Semi-supervised spatio-temporal graph variational autoencoder for enhanced industrial process fault diagnosis under label scarcity半监督时空图变分自编码器在标签稀缺条件下增强工业过程故障诊断
errControl Engineering Practice
IF4.6
err2026-02-11
err0
PREAI
errMei Tang; Le Yao; Zheren Zhu; Bingbing Shen; Jiusun Zeng; Zhihuan Song
err分享
err收藏
Root-KGD: A Novel Framework for Industrial Fault Root Cause Diagnosis Based on Knowledge Graph and DataRoot-KGD：一种基于知识图谱和数据的新型工业故障根本原因诊断框架
errIEEE Sensors Journal
IF4.5
err2026-01-12
err0
PREAI
errJiyu Chen; Jinchuan Qian; Haiming Niu; Zhigang Zhang; Xinmin Zhang; Zhihuan Song
err分享
err收藏
Enhancing Few-Shot Surface Defect Recognition via Pre-Trained Large Generative Models基于预训练大型生成模型的少样本表面缺陷识别增强
errIEEE Transactions on Automation Science and Engineering
IF6.4
err2026-01-01
err0
PREAI
errXiaoyu Jiang; Zilong Lin; Xiangyin Kong; Jiayu Chen; Zhihuan Song; Min Xie
err分享
err收藏
SynthFed: Privacy-preserving long-tail ophthalmic diagnosis via VQ-VAE and GPT-augmented federated learningSynthFed：基于VQ-VAE和GPT增强联邦学习的隐私保护长尾眼科诊断
errBiomedical Signal Processing and Control
IF4.9
err2025-11-22
err0
PREAI
errXiaoyu Jiang; Jinchuan Qian; Aoguang Gu; Xiaoguang Ma; Kai Jin; Xinmin Zhang; Zhihuan Song
err分享
err收藏
MltAuxTSPP: a unified benchmark for deep learning-based traffic state prediction with multi-source auxiliary dataMltAuxTSPP：一个基于多源辅助数据用于深度学习交通状态预测的统一基准
errFrontiers of Information Technology & Electronic Engineering
IF2.9
err2025-11-17
err0
PREAI
errYusong Zhou; Xiaoyu Jiang; Shu Sun; Xinmin Zhang; Yuanqiu Mo; Zhihuan Song
err分享
err收藏
Label-Noise-Resistant Time-Series Classification With Self-Supervised Label Correction具有自监督标签校正的抗标签噪声时间序列分类
errIEEE Transactions on Industrial Informatics
IF9.9
err2025-11-13
err0
PREAI
errYimeng He; Zidong Wang; Weibo Liu; Jingzhong Fang; Linwei Chen; Zhihuan Song
err分享
err收藏
Trustworthy Fault Diagnosis Paradigm: Learning Models to Abstain From Uncertain Diagnosis可信故障诊断范式：学习模型以避免不确定诊断
errIEEE Sensors Journal
IF4.5
err2025-10-15
err0
PREAI
errSongyan Pi; Bojian Chen; Xinmin Zhang; Zhihuan Song
err分享
err收藏
Blending Data and Knowledge for Process Industrial Modeling Under Riemannian Preconditioned Bayesian Framework在Riemannian预条件贝叶斯框架下融合数据与知识进行流程工业建模
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2025-10-13
err0
PREAI
errZhichao Chen; Yulong Zhang; Odin Zhang; Fangyikang Wang; Le Yao; Hao Wang; Zhihuan Song
err分享
err收藏
Data ID Extraction Networks for Unsupervised Class- and Classifier-Free Detection of Adversarial Examples对抗样本的无监督类和无分类器检测的数据ID提取网络
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2025-09-01
err0
PREAI
errXiangyin Kong; Xiaoyu Jiang; Zhihuan Song; Zhiqiang Ge
err分享
err收藏
TimeGPT-based multi-step-ahead key quality indicator forecasting for industrial processes基于TimeGPT的多步提前关键质量指标工业过程预测
errControl Engineering Practice
IF4.6
err2025-06-04
err0
errOAAI
errXinmin Zhang; Yuwei Chen; Bocun He; Zhihuan Song; Manabu Kano
err分享
err收藏
A diverse embedding-based composite reconstruction encoder-decoder for color fabric defect detection一种基于嵌入的多样化复合重建编码器-解码器用于彩色织物缺陷检测
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-06-01
err0
PREAI
errZhang, Hongwei; Meng, LiPing; Lu, Shuai; Song, Zhihuan; Wu, Lvyuan
err分享
err收藏
Causality-driven sequence segmentation assisted soft sensing for multiphase industrial processes
errNEUROCOMPUTING
IF6.5
err2025-05-01
err0
PREAI
errHe, Yimeng; Zhang, Xinmin; Kong, Xiangyin; Yao, Le; Song, Zhihuan
err分享
err收藏
An Optimized Maximum Second-Order Cyclostationary Blind Deconvolution and Bidirectional Long Short-Term Memory Network Model for Rolling Bearing Fault Diagnosis
errSENSORS
IF3.5
err2025-02-28
err0
errOAAI
errLiu, Jixin; Deng, Liwei; Cao, Yue; Wen, Chenglin; Song, Zhihuan; Liu, Mei; Cui, Xiaowei
err分享
err收藏
Local Feature Augmented Graph Transformer for Enhanced Industrial Process Fault Diagnosis局部特征增强图Transformer用于增强工业过程故障诊断
errIEEE Transactions on Instrumentation and Measurement
IF5.9
err2025-01-01
err0
PREAI
errYu Qi; Le Yao; Bingbing Shen; Zheren Zhu; Jiusun Zeng; Yi Chai; Zhihuan Song
err分享
err收藏
Ensemble Automatic Sample Selector With Soft Actor–Critic for Imbalanced Fault Diagnosis基于软演员-评论家算法的集成自动样本选择器用于不平衡故障诊断
errIEEE Transactions on Instrumentation and Measurement
IF5.9
err2025-01-01
err0
PREAI
errXinmin Zhang; Bojian Chen; Saite Fan; Xuerui Zhang; Zhihuan Song
err分享
err收藏
A novel label-aware global graph construction method and spiking-coded graph neural network for intelligent process fault diagnosis
errNEUROCOMPUTING
IF6.5
err2025-01-01
err0
PREAI
errLi, Dazi; Zhu, Yurui; Song, Zhihuan; Karimi, Hamid Reza
err分享
err收藏

研究方向

暂无研究方向
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