黄必清｜清华大学｜学者主页

2026

Domain adaptive person re-identification with spatiotemporal fusion towards real-world sparse surveillance

Wen-Tao Zhao, Yu Liu, Lijie Wen, Biqing Huang

Advanced Engineering Informatics

DOI

2025

基于联邦学习与云边协同的剩余寿命预测

于振军，雷宁博，莫语，李秀，黄必清

《清华大学学报(自然科学版)》

DOI

2025

Fusion-restoration model for industrial multimodal anomaly detection

Jia-Xun Wang, Yanchang Niu, Biqing Huang

Neurocomputing

DOI

2025

A Domain Incremental Learning Framework for PCB Continuous Defect Detection

Ze Yan, Ruiyang Hao, Biqing Huang, Lin Zhu, Hui Pan

IEEE Transactions on Instrumentation and Measurement

DOI

2025

A Vision-Based Method for Detecting the Position of Stacked Goods in Automated Storage and Retrieval Systems

Chuan-Jun Chen, Jun-Jie Liu, Haonan Yin, Biqing Huang

Italian National Conference on Sensors

DOI

2025

CPIR: Multimodal Industrial Anomaly Detection via Latent Bridged Cross-modal Prediction and Intra-modal Reconstruction

Wen Shangguan, Hongqiang Wu, Yanchang Niu, Haonan Yin, Jia-Wei Yu, Bokui Chen, Biqing Huang

Advanced Engineering Informatics

DOI

2025

Point cloud-based intelligent collision avoidance for stacker cranes in stereoscopic warehouses

Guokai Yan, Chuan-Jun Chen, Yanchang Niu, Haonan Yin, Biqing Huang

Engineering applications of artificial intelligence

DOI

2025

LAA: Local Awareness Attention for point cloud self-supervised representation learning

Jia-Wei Yu, Hongqiang Wu, Wen Shangguan, Yanchang Niu, Biqing Huang

Neurocomputing

DOI

2024

Semantic-Rearrangement-Based Multi-Level Alignment for Domain Generalized Segmentation

Guan-Long Jiao, Chenyangguang Zhang, Haonan Yin, Yu Mo, Biqing Huang, Hui Pan, Yi Luo, Jingxian Liu

Neural Networks

DOI

2024

DAUP: Enhancing point cloud homogeneity for 3D industrial anomaly detection via density-aware point cloud upsampling

Hefei Li, Yanchang Niu, Haonan Yin, Yu Mo, Yi Liu, Biqing Huang, Rui-Bin Wu, Jingxian Liu

Advanced Engineering Informatics

DOI

2024

Incremental Template Neighborhood Matching for 3D anomaly detection

Jia-Xun Wang, Xiang Wang, Ruiyang Hao, Haonan Yin, Biqing Huang, Xiao Xu, Jingxian Liu

Neurocomputing

DOI

2023

A texture-aware one-stage fabric defect detection network with adaptive feature fusion and multi-task training

Bing-Yu Lu, Biqing Huang

Journal of Intelligent Manufacturing

DOI

2023

Vision-based automatic order check method for online medicine dispensing cabinet under incomplete data

Yanchang Niu, Lishuang Wang, Zhen-Jun Yu, Jia-Qi Huang, Biqing Huang, Yisong Su

Engineering applications of artificial intelligence

DOI

2023

Metal Surface Defect Detection Method Based on Improved Cascade R-CNN

Yani Wang, Xiang Wang, Ruiyang Hao, Bing Lu, Biqing Huang

Journal of Computing and Information Science in Engineering

DOI

2023

Feature Extraction Based on Self-Supervised Learning for Remaining Useful Life Prediction

Zhen-Jun Yu, Ni Lei, Yu Mo, Xin Xu, Xiu Li, Biqing Huang

Journal of Computing and Information Science in Engineering

DOI

2023

LafitE: Latent Diffusion Model with Feature Editing for Unsupervised Multi-class Anomaly Detection

Haonan Yin, Guan-Long Jiao, Qianhui Wu, Börje F. Karlsson, Biqing Huang, Chin-Yew Lin

arXiv.org

DOI

2022

A Vision-based inventory method for stacked goods in stereoscopic warehouse

Haonan Yin, Chuan-Jun Chen, Chao-Fan Hao, Biqing Huang

Neural computing & applications (Print)

DOI

2022

Efficient surface defect detection using self-supervised learning strategy and segmentation network

Rongge Xu, Ruiyang Hao, Biqing Huang

Advanced Engineering Informatics

DOI

2022

Deep-learning-based anomaly detection for lace defect inspection employing videos in production line

Bing-Yu Lu, Dingsu Xu, Biqing Huang

Advanced Engineering Informatics

DOI

2022

A Multiscale Convolutional Registration Network for Defect Inspection on Periodic Lace Surfaces

Dingsu Xu, Bing-Yu Lu, Biqing Huang

IEEE Transactions on Instrumentation and Measurement

DOI

2022

Few-shot RUL estimation based on model-agnostic meta-learning

Yu Mo, Liang Li, Biqing Huang, Xiu Li

Journal of Intelligent Manufacturing

DOI

2022

Deep Adversarial Data Augmentation for Fabric Defect Classification With Scarce Defect Data

Bing-Yu Lu, Meng Zhang, Biqing Huang

IEEE Transactions on Instrumentation and Measurement

DOI

2022

REVISED Digital twin data: methods and key technologies [version 2; peer review: 4 approved]

Meng Zhang, Fei Tao, Biqing Huang, Ang Liu, Lihui Wang, Nabil Anwer, Andrew Y. C. Nee

DOI

2022

A network-based model robustness improvement method for product quality assurance

Meng Zhang, Fei Tao, Biqing Huang, Andrew Y. C. Nee

CIRP Annals

DOI

2021

Digital twin data: methods and key technologies

Meng Zhang, Fei Tao, Biqing Huang, Ang Liu, Lihui Wang, N. Anwer, A. Y. Nee

Digital Twin

DOI

2021

A physical model and data-driven hybrid prediction method towards quality assurance for composite components

Meng Zhang, Fei Tao, Biqing Huang, A. Y. Nee

DOI

2021

Remaining useful life estimation via transformer encoder enhanced by a gated convolutional unit

Yu Mo, Qianhui Wu, Xiu Li, Biqing Huang

Journal of Intelligent Manufacturing

DOI

2020

A steel surface defect inspection approach towards smart industrial monitoring

Ruiyang Hao, Bin Lu, Ying Cheng, Xiu Li, Biqing Huang

Journal of Intelligent Manufacturing

DOI

2020

Dilated Convolution Neural Network for Remaining Useful Life Prediction

Xin Xu, Qianhui Wu, Xiu Li, Biqing Huang

Journal of Computing and Information Science in Engineering

DOI

2020

Health Status Analysis and Optimization of Load Dispatch for Power Plant Boiler

Shuangxi Huang, Yujiu Yang, Biqing Huang

Journal of Computing and Information Science in Engineering

DOI

2019

Corrosion analysis and remaining useful life prediction for storage tank bottom

Yu Feng, Yujiu Yang, Biqing Huang

International Journal of Advanced Robotic Systems

DOI

2019

Health diagnosis of nuclear power plant

Wang-Yu Xue, Xiu Li, Biqing Huang

International Journal of Advanced Robotic Systems

DOI

2018

基于支持向量数据描述的剩余寿命预测方法

武千惠，黄必清

《计算机集成制造系统》

2018

云制造平台安全体系架构

黄爽，黄必清

《计算机集成制造系统》

2018

Approach for fault prognosis using recurrent neural network

Qianhui Wu, Ke-Qin Ding, Biqing Huang

Journal of Intelligent Manufacturing

DOI

2018

Cloud manufacturing service QoS prediction based on neighbourhood enhanced matrix factorization

Yu Feng, Biqing Huang

Journal of Intelligent Manufacturing

DOI

2017

智能制造中的智能元素

黄必清

《中国培训》

2017

云制造服务的层次化可配置可信评价模型

封宇，黄必清

《计算机集成制造系统》

2017

面向大型装备状态分析的分布式实时数据仓库构建技术

刘彦均，封宇，武千惠，黄必清

《计算机集成制造系统》

DOI

2017

基于精益MRO的海上风电场运行维护管理技术

宋庭新，张甜，张一鸣，黄必清

《计算机集成制造系统》

2017

A hierarchical and configurable reputation evaluation model for cloud manufacturing services based on collaborative filtering

Yu Feng, Biqing Huang

The International Journal of Advanced Manufacturing Technology

DOI

2016

面向组合维修的海上风电场运行维护建模及仿真

桑祺，何焱，冯笑丹，黄必清

《电力系统自动化》

2016

近海及海上风资源时空特性研究

封宇，何焱，朱启昊，郭辰，冯笑丹，黄必清

《清华大学学报(自然科学版)》

DOI

2016

RUL Prediction of Bearings Based on Mixture of Gaussians Bayesian Belief Network and Support Vector Data Description

Qianhui Wu, Yu Feng, Biqing Huang

Monterey Workshop

DOI

2016

RUL Prediction of Bearings Based on Mixture of Gaussians Bayesian Belief Network and Support Vector Data Description

Qianhui Wu, Feng Ying Yu, Biqing Huang

Communications in computer and information science

DOI

2015

基于模糊综合评价的海上直驱风电机组运行状态评估

黄必清，何焱，王婷艳

《清华大学学报(自然科学版)》

2015

Engineering Design Management and Service Systems for Wind Farm

H. Su, Biqing Huang, Ting Wang

International Conference on Service Science

DOI

2015

A scientific workflow management system architecture and its scheduling based on cloud service platform for manufacturing big data analytics

Xiu Li, Jingdong Song, Biqing Huang

The International Journal of Advanced Manufacturing Technology

DOI

2015

Operation and maintenance systems for offshore wind farms

Biqing Huang, Yi Zhang, Xiaochun Yi

2014

基于属性描述匹配的云制造服务资源搜索方法

李成海，黄必清

《计算机集成制造系统》

2014

海上风电场运行维护系统

黄必清，张毅，易晓春

《清华大学学报(自然科学版)》

2014

第三方物流管理模式及其信息系统

邓延洁，黄必清，颜波

《计算机集成制造系统》

DOI

2014

基于GSPN的海上风电场维护过程建模与分析

黄必清，张毅，桑祺

《清华大学学报(自然科学版)》

DOI

2014

风电场工程建设管理信息系统

黄必清，易晓春

《清华大学学报(自然科学版)》

DOI

2014

面向集群式供应链的企业服务组合方法

薛霄，刘志中，黄必清

《计算机集成制造系统》

2014

A Multi-properties Based Description Method of Cloud Manufacturing Services

Xiaochun Yi, Biqing Huang, Chenghai Li

International Conference on Service Science

DOI

2014

A chaos control optimal algorithm for QoS-based service composition selection in cloud manufacturing system

Biqing Huang, Chenghai Li, Fei Tao

Enterprise Information Systems

DOI

2014

Enterprise Service Composition Method Based on Collaboration

Xiao Xue, Shufang Wang, Liu Zhizhong, Biqing Huang

International Conference on Service Sciences

DOI

2013

中小企业云制造服务平台的研究与开发

宋庭新，张成雷，李成海，黄必清

《计算机集成制造系统》

2013

基于Petri网的施工进度计划仿真

黄必清，钟剑辉，张毅，易晓春

《清华大学学报(自然科学版)》

DOI

2013

服务质量可定制的企业协同Web服务组合方法

薛霄，刘志中，黄必清

《计算机集成制造系统》

2013

A Dynamic Location Model of Remanufacturing Reverse Logistics Network

B. Yan, Fengling Wang, Ping Shi, Biqing Huang

International Conference on Service Science

DOI

2013

A Cloud Manufacturing Service Management Model and Its Implementation

Wei Chun-mei, Chenglei Zhang, Tingxin Song, Biqing Huang

International Conference on Service Sciences

DOI

2013

An Adaptive Recommendation Mechanism of Enterprise Service Collaboration

Xiao Xue, Shufang Wang, Biqing Huang

International Conference on Service Sciences

DOI

2012

基于本体的过程融合

朱鹏，李成海，黄必清，吴澄，吴芸

《清华大学学报(自然科学版)》

DOI

2012

Cloud manufacturing service platform for small- and medium-sized enterprises

Biqing Huang, Chenghai Li, Chao Yin, Xin-Pei Zhao

The International Journal of Advanced Manufacturing Technology

DOI

2012

An application analysis of cluster supply chain: a case study of JCH

Biqing Huang, Xiao Xue

Kybernetes

DOI

2011

中小企业云制造服务平台共性关键技术体系

尹超，黄必清，刘飞，闻立杰，王朝坤，黎晓东，杨书评，叶丹，柳先辉

《计算机集成制造系统》

2011

基于扩展QoS模型的物流服务选择方法

黄必清，王婷，薛霄

《清华大学学报(自然科学版)》

DOI

2011

医疗业务系统改造中的逆向工程方法

朱鹏，王涛，黄必清，吴澄，吴芸

《清华大学学报(自然科学版)》

2011

面向Agent的集群式供应链服务系统设计方法研究

薛霄，朱鹏，黄必清

《小型微型计算机系统》

2010

面向用户的逆向服务设计与匹配

朱鹏，黄必清，吴澄

《计算机集成制造系统》

2010

单点登录技术在企业资源集成中的应用

邓绪水，宋庭新，黄必清

《湖北工业大学学报》

2010

SAWSDL下网络化物流服务匹配框架

李东民，黄必清，钟佩思，王婷

《华侨大学学报(自然科学版)》

2010

基于过程挖掘的医疗服务过程建模

朱鹏，黄必清，薛霄，吴澄，吴芸

《计算机集成制造系统》

DOI

2010

Mining process models with prime invisible tasks

Li-Jie Wen, Jian-Min Wang, Wil M.P. van der Aalst, Biqing Huang, Jia-Guang Sun

Data & Knowledge Engineering

DOI

2010

Framework of analyzing IT-enabled service system: A case study of cluster supply chain

Xiao Xue, Tao Wang, Ting Wang, Biqing Huang

Chinese Control and Decision Conference

DOI

2010

The Design and Implementation of Service System for Cluster Supply Chain

Xiao Xue, Tao Wang, Biqing Huang

World Congress on Services

DOI

2010

A Systematic Analysis of Cluster Supply Chain Alliance and Its Service Infrastructures

Xiao Xue, Biqing Huang, Tao Wang

IEEE International Conference on e-Business Engineering

DOI

2010

Analysis of Service-centric Cluster Supply Chain Alliance: A Case Study of JCH

Xiao Xue, Jibiao Zhang, Biqing Huang

IEEE Asia-Pacific Services Computing Conference

DOI

2009

The study of inter-organizational collaboration by cluster supply chain

Xiao Xue, Biqing Huang, Tianyuan Xiao

2009 IEEE International Conference on Automation and Logistics

DOI

2008

基于语义Web服务的协同物流与集成技术研究

宋庭新，黄必清，魏春梅

《计算机集成制造系统》

DOI

2008

集团型企业业务集成服务平台的研究与应用

宋庭新，黄必清，邵贝恩

《计算机集成制造系统》

2008

网络化物流服务框架中的语义匹配和过程优化

陈曦，黄必清，宋庭新

《计算机集成制造系统》

2008

A Rich Internet Application Based on BPEL Services Composition for Port Logistics

Peng Zhu, Dong-Yuan Zhan, Chuan-Hong Zhu, Dong-Min Li, Ting-Xin Song, Biqing Huang

IEEE Congress on Services

DOI

2008

Web Services' Semantic Annotation and Auto-Matching Based on SAWSDL

Tingxin Song, Pei-Jun Tian, Liu Yao-he, Biqing Huang

International Symposium on Information Science and Engineering

DOI

2008

A novel approach for process mining based on event types

Lijie Wen, Jianmin Wang, Wil M. P. van der Aalst, Biqing Huang, Jiaguang Sun

Journal of Intelligent Information Systems

DOI

2008

Agent-based enterprise information architecture with a 3PLcase study

HaoYing, Biqing Huang

World Congress on Intelligent Control and Automation

DOI

2007

大型综合赛事管理信息系统

顾清华，黄必清，陈曦，郝莹

《清华大学学报(自然科学版)》

2007

Model Transformation and Optimization of the Olympics Scheduling Problem

Yongheng Jiang, Qinghua Gu, Biqing Huang, Xi Chen, Tianyuan Xiao

Acta Automatica Sinica

DOI

2006

Research on Methods of Modeling and Optimization Based on Web Logistics Business Process

B. Yan, Shou-Ping Gui, Biqing Huang

Cybersecurity and Cyberforensics Conference

DOI

2006

Cooperative Design and Development of Logistics Information System Based on Simple Factory Pattern

B. Yan, Biqing Huang, Hongbo Sun, Chin E. Lin

IEEE Asia-Pacific Services Computing Conference

DOI

2005

第三方物流信息系统运输子系统的设计

颜波，孙宏波，黄必清，肖田元，粟小荣

《交通运输工程学报》

2005

物流资源网格环境中资源集成框架的研究

黄超，黄必清，李春平

《计算机集成制造系统》

2005

Resource Integration Framework of Logistics Resource Grid

Biqing Huang, Yang Wang, Zhiyuan Chen, Hongbo Sun

Asian Computing Science Conference

DOI

2004

虚拟企业系统的理论与技术

黄必清

《机械工业出版社》

2004

网格研究现状及其在制造业中的应用

颜波，黄必清，郑力，肖田元

《计算机集成制造系统》

2004

面向复杂信息系统的用户管理策略

孙宏波，颜波，黄必清，郑国勤

《计算机集成制造系统》

2003

A framework for virtual enterprise operation management

Hong-Mei Gou, Biqing Huang, Wen-Huang Liu, Xiu Li

Computers in industry (Print)

DOI

2003

The decision optimization model of 4PL

Xiu Li, Weiyun Ying, Wen-Huang Liu, Jianqing Chen, Biqing Huang

SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483)

DOI

2003

Virtual enterprise: an agent-based approach for decision and control

Liu Yonghe, Biqing Huang

Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics

DOI

2002

面向经营过程的虚拟企业建模与协同运作

勾红梅，黄必清，刘文煌，任守榘

《高技术通讯》

2002

虚拟企业伙伴选择问题领域的目标本体论

李瑜，黄必清，刘文煌，吴澄

《计算机集成制造系统》

2002

A framework for virtual enterprise control with the holonic manufacturing paradigm

Biqing Huang, Hong-Mei Gou, Wen-Huang Liu, Yu Li, M. Xie

Computers in industry (Print)

DOI

2001

基于Agent的成本估算系统

勾红梅，黄必清，任守榘

《系统工程理论与实践》，Vol. 21, No. 5

下载原文

2001