Hongwei Wang

Orcid: 0000-0001-6118-6505

Affiliations:
  • Zhejiang University, ZJU-UIUC Institute, Hangzhou, China
  • University of Portsmouth, School of Engineering, UK (former)
  • Zhejiang University of Technology, School of Mechanical Engineering, Hangzhou, China (former)
  • Tsinghua University, National CIMS Engineering Research Centre, Beijing, China (former)
  • University of Cambridge, Engineering Design Centre, UK (PhD 2010)


According to our database1, Hongwei Wang authored at least 106 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Generalized Out-of-Distribution Fault Diagnosis (GOOFD) via Internal Contrastive Learning.
IEEE Trans. Ind. Informatics, August, 2024

An Order-Invariant and Interpretable Dilated Convolution Neural Network for Chemical Process Fault Detection and Diagnosis.
IEEE Trans Autom. Sci. Eng., July, 2024

SCCAM: Supervised Contrastive Convolutional Attention Mechanism for Ante-Hoc Interpretable Fault Diagnosis With Limited Fault Samples.
IEEE Trans. Neural Networks Learn. Syst., May, 2024

Supervised contrastive representation learning with tree-structured parzen estimator Bayesian optimization for imbalanced tabular data.
Expert Syst. Appl., March, 2024

Deep Learning Methods for Small Molecule Drug Discovery: A Survey.
IEEE Trans. Artif. Intell., February, 2024

UniDCP: Unifying Multiple Medical Vision-Language Tasks via Dynamic Cross-Modal Learnable Prompts.
IEEE Trans. Multim., 2024

Retrieval Augmented Instruction Tuning for Open NER with Large Language Models.
CoRR, 2024

STEVE Series: Step-by-Step Construction of Agent Systems in Minecraft.
CoRR, 2024

Do We Really Need a Complex Agent System? Distill Embodied Agent into a Single Model.
CoRR, 2024

MedM2G: Unifying Medical Multi-Modal Generation via Cross-Guided Diffusion with Visual Invariant.
CoRR, 2024

Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, 2024

SemanticMask: A Contrastive View Design for Anomaly Detection in Tabular Data.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023
Handwritten Chinese signature detection with simple Copy-Paste augmentation on power plants technical documents.
Serv. Oriented Comput. Appl., December, 2023

SAKA: an intelligent platform for semi-automated knowledge graph construction and application.
Serv. Oriented Comput. Appl., September, 2023

Open-Set Fault Diagnosis via Supervised Contrastive Learning With Negative Out-of-Distribution Data Augmentation.
IEEE Trans. Ind. Informatics, March, 2023

Weighted Joint Maximum Mean Discrepancy Enabled Multi-Source-Multi-Target Unsupervised Domain Adaptation Fault Diagnosis.
CoRR, 2023

Internal Contrastive Learning for Generalized Out-of-distribution Fault Diagnosis (GOOFD) Framework.
CoRR, 2023

Hard Sample Mining Enabled Contrastive Feature Learning for Wind Turbine Pitch System Fault Diagnosis.
CoRR, 2023

An Order-Invariant and Interpretable Hierarchical Dilated Convolution Neural Network for Chemical Fault Detection and Diagnosis.
CoRR, 2023

SCLIFD: Supervised Contrastive Knowledge Distillation for Incremental Fault Diagnosis under Limited Fault Data.
CoRR, 2023

SCCAM: Supervised Contrastive Convolutional Attention Mechanism for Ante-hoc Interpretable Fault Diagnosis with Limited Fault Samples.
CoRR, 2023

Debiasing Medical Visual Question Answering via Counterfactual Training.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Knowledge Graph Completion Using Multiple Embedding Representations for Intelligent Information Extraction from Technical Reports.
Proceedings of the 2023 6th International Conference on Information Science and Systems, 2023

A Novel Encoder-Decoder Architecture for Table Border Segmentation of Scanned Documents.
Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

BERT-based Question Answering using Knowledge Graph Embeddings in Nuclear Power Domain.
Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

A Computational Framework for Effective Representation and Extraction of Knowledge Graph for Power Plant Maintenance and Overhaul.
Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

Multi-gate Mixture-of-Expert Combined with Synthetic Minority Over-sampling Technique for Multimode Imbalanced Fault Diagnosis.
Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

A Class-Rebalancing Self-Training Framework for Distantly-Supervised Named Entity Recognition.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Collaborative Knowledge Management Through Product Lifecycle - A Computational Perspective
Springer, ISBN: 978-981-19-9625-2, 2023

2022
Progressively Balanced Supervised Contrastive Representation Learning for Long-Tailed Fault Diagnosis.
IEEE Trans. Instrum. Meas., 2022

Industrial IoT-Enabled Prediction Interval Estimation of Mechanical Performances for Hot-Rolling Steel.
IEEE Trans. Instrum. Meas., 2022

A knowledge extraction framework for domain-specific application with simplified pre-trained language model and attention-based feature extractor.
Serv. Oriented Comput. Appl., 2022

A lattice LSTM-based framework for knowledge graph construction from power plants maintenance reports.
Serv. Oriented Comput. Appl., 2022

Sim2real kinematics modeling of industrial robots based on FPGA-acceleration.
Robotics Comput. Integr. Manuf., 2022

UnICLAM: Contrastive Representation Learning with Adversarial Masking for Unified and Interpretable Medical Vision Question Answering.
CoRR, 2022

Supervised Contrastive Learning with Tree-Structured Parzen Estimator Bayesian Optimization for Imbalanced Tabular Data.
CoRR, 2022

Non-revisiting genetic cost-sensitive sparse autoencoder for imbalanced fault diagnosis.
Appl. Soft Comput., 2022

Forecasting Tourism Demand by a Novel Multi-Factors Fusion Approach.
IEEE Access, 2022

Open Knowledge Graph Link Prediction with Segmented Embedding.
Proceedings of the International Joint Conference on Neural Networks, 2022

Handwritten Chinese Signature Detection on Scanned Technical Documents for Authenticity Verification.
Proceedings of the IEEE International Conference on e-Business Engineering, 2022

Automated Machine Learning for Steel Production: A Case Study of TPOT for Material Mechanical Property Prediction.
Proceedings of the IEEE International Conference on e-Business Engineering, 2022

An Intelligent System for Semantic Information Extraction and Knowledge Graph Construction from Multi-Type Data Sources.
Proceedings of the IEEE International Conference on e-Business Engineering, 2022

An Application System for Evaluating and Optimizing the Quality of Neural Machine Translation Corpus.
Proceedings of the IEEE International Conference on e-Business Engineering, 2022

A Framework for Handwritten Date Recognition in Quality Documents.
Proceedings of the IEEE International Conference on e-Business Engineering, 2022

Simultaneous Extraction of Entities and Relations Based on Pre-trained Language Model and Pre-defined Language Templates.
Proceedings of the IEEE International Conference on e-Business Engineering, 2022

Signature Detection, Restoration, and Verification: A Novel Chinese Document Signature Forgery Detection Benchmark.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Cyber-Physical System Enabled Path Planning Simulation for Collaborative Industrial Robots.
Proceedings of the 25th IEEE International Conference on Computer Supported Cooperative Work in Design, 2022

Representation and Extraction of Physics Knowledge Based on Knowledge Graph and Embedding-Combined Text Classification for Cooperative Learning.
Proceedings of the 25th IEEE International Conference on Computer Supported Cooperative Work in Design, 2022

Knowledge Mining Based Collaborative Framework for Manufacturing Value Chains.
Proceedings of the 25th IEEE International Conference on Computer Supported Cooperative Work in Design, 2022

Imbalanced Fault Diagnosis by Supervised Contrastive Learning.
Proceedings of the 25th IEEE International Conference on Computer Supported Cooperative Work in Design, 2022

A Profiling and Query Platform for Research Management Based on Knowledge Graph.
Proceedings of the 25th IEEE International Conference on Computer Supported Cooperative Work in Design, 2022

Enabling Improved Learning Capability of Industrial Robots with Knowledge Graph Towards Intelligent Digital Twins.
Proceedings of the 25th IEEE International Conference on Computer Supported Cooperative Work in Design, 2022

2021
A Framework for Effective Knowledge Extraction from A Data Space Formed by Unstructured Technical Reports using Pre-trained Models.
Proceedings of the IEEE International Conference on e-Business Engineering, 2021

A Knowledge Management Framework for Vehicle Hazard Analysis.
Proceedings of the IEEE International Conference on e-Business Engineering, 2021

Representation and Extraction of Diesel Engine Maintenance Knowledge Graph with Bidirectional Relations Based on BERT and the Bi-LSTM-CRF Model.
Proceedings of the IEEE International Conference on e-Business Engineering, 2021

Constructing Digital Twin for Smart Manufacturing.
Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021

Imbalanced Fault Diagnosis Based on Particle Swarm Optimization and Sparse Auto-Encoder.
Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021

Knowledge Graph Construction and Decision Support Towards Transformer Fault Maintenance.
Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021

Knowledge Base Question Answering for Intelligent Maintenance of Power Plants.
Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021

2020
A learning-based multiscale modelling approach to real-time serial manipulator kinematics simulation.
Neurocomputing, 2020

Cost sensitive active learning using bidirectional gated recurrent neural networks for imbalanced fault diagnosis.
Neurocomputing, 2020

Understanding the information needs and information-seeking behaviours of new-generation engineering designers for effective knowledge management.
Aslib J. Inf. Manag., 2020

Pixel Histogram based Background Modeling for Moving Target Detection.
Proceedings of the International Symposium on Community-centric Systems, 2020

2019
A Heuristic Algorithm for Optimal Service Composition in Complex Manufacturing Networks.
Complex., 2019

A hypernetwork-based approach to collaborative retrieval and reasoning of engineering design knowledge.
Adv. Eng. Informatics, 2019

A Regression-Based Collaborative Filtering Recommendation Approach to Time-Stepping Multi-Solver Co-Simulation.
IEEE Access, 2019

A Two-Stage Fault Tolerance Method for Large-Scale Manufacturing Network.
IEEE Access, 2019

A Robust and Sparse Process Fault Detection Method Based on RSPCA.
IEEE Access, 2019

Interval Construction and Optimization for Mechanical Property Forecasting with Improved Neural Networks.
Proceedings of the Advances in Computational Intelligence Systems, 2019

A Macro Human Resource Management Platform Enabled by Big Data Technology.
Proceedings of the Advances in Computational Intelligence Systems, 2019

Knowledge Graph Construction for Intelligent Analysis of Social Networking User Opinion.
Proceedings of the Advances in E-Business Engineering for Ubiquitous Computing, 2019

Knowledge Graph Construction for Intelligent Maintenance of Power Plants.
Proceedings of the Advances in E-Business Engineering for Ubiquitous Computing, 2019

An Approximation Model Based on Kernel Ridge Regression for Robot Kinematics Simulation.
Proceedings of the 23rd IEEE International Conference on Computer Supported Cooperative Work in Design, 2019

Knowledge-based Intelligent Assembly of Complex Products in a Cloud CPS-based System.
Proceedings of the 23rd IEEE International Conference on Computer Supported Cooperative Work in Design, 2019

2018
Knowledge-Based Resource Allocation for Collaborative Simulation Development in a Multi-Tenant Cloud Computing Environment.
IEEE Trans. Serv. Comput., 2018

Collaborative Reasoning of Design Knowledge with a Hypemetwork Model.
Proceedings of the 22nd IEEE International Conference on Computer Supported Cooperative Work in Design, 2018

2017
A Geometric Structure-Based Particle Swarm Optimization Algorithm for Multiobjective Problems.
IEEE Trans. Syst. Man Cybern. Syst., 2017

Multi-objective cooperative QEA for low-carbon time dependent vehicle routing problem with simultaneous delivery and pickup.
Int. J. Wirel. Mob. Comput., 2017

Investigation of transport property of fibrous media: 3D virtual modeling and permeability calculation.
Eng. Comput., 2017

A collaborative system for capturing and reusing in-context design knowledge with an integrated representation model.
Adv. Eng. Informatics, 2017

A Diagnostic Knowledge Model of Wind Turbine Fault.
Proceedings of the Intelligent Robotics and Applications - 10th International Conference, 2017

A Knowledge-Based Intelligent System for Distributed and Collaborative Choreography.
Proceedings of the Intelligent Robotics and Applications - 10th International Conference, 2017

2016
Integrating the codification and personalisation views of knowledge for collaborative design.
Proceedings of the 20th IEEE International Conference on Computer Supported Cooperative Work in Design, 2016

2014
A variable-step interaction algorithm for multidisciplinary collaborative simulation.
Integr. Comput. Aided Eng., 2014

2013
Managing engineering analysis knowledge.
Proceedings of the 2013 IEEE 17th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2013

Conflict Coordination Based on the Transformation Bridge for Collaborative Product Performance Optimization.
Proceedings of the Cooperative Design, Visualization, and Engineering, 2013

2012
Using collaborative computing technologies to enable the sharing and integration of simulation services for product design.
Simul. Model. Pract. Theory, 2012

The retrieval of structured design rationale for the re-use of design knowledge with an integrated representation.
Adv. Eng. Informatics, 2012

2011
Truncation error calculation based on Richardson extrapolation for variable-step collaborative simulation.
Sci. China Inf. Sci., 2011

A modular method to implement multidisciplinary CAE systems into a distributed simulation environment.
Proceedings of the IEEE International Conference on Systems, 2011

A variable-step numerical method for collaborative computation of two coupling models in multidisciplinary engineering systems.
Proceedings of the 2011 15th International Conference on Computer Supported Cooperative Work in Design, 2011

2010
A model-driven approach to multidisciplinary collaborative simulation for virtual product development.
Adv. Eng. Informatics, 2010

Towards a collaborative modeling and simulation platform on the Internet.
Adv. Eng. Informatics, 2010

A study on the run-time interaction between distributed computational models in multidisciplinary collaborative simulation.
Proceedings of the IEEE International Conference on Systems, 2010

An effective interaction control mechanism with minor step for multidisciplinary collaborative simulation system.
Proceedings of the 2010 14th International Conference on Computer Supported Cooperative Work in Design, 2010

2009
A Service-Oriented Approach for the Collaborative Simulation of Complex Engineering Systems.
Proceedings of the 2009 IEEE Congress on Services, Part I, 2009

2008
Integrating web services technology to HLA-based multidisciplinary collaborative simulation system for complex product development.
Proceedings of the 12th International Conference on CSCW in Design, 2008

2007
Multi-disciplinary simulation and analysis of complex product in service oriented environment.
Proceedings of the IEEE International Conference on Service-Oriented Computing and Applications, 2007

To Implement Distributed Multidisciplinary Federated Simulation for Collaborative Product Development.
Proceedings of the Computer Supported Cooperative Work in Design IV, 2007

A Multidisciplinary Collaborative Design System in a Distributed Environment.
Proceedings of the 11th International Conference on Computer Supported Cooperative Work in Design, 2007

A Service Oriented Paradigm to Support Collaborative Product development.
Proceedings of the 11th International Conference on Computer Supported Cooperative Work in Design, 2007

2006
Enabling Enterprise Resources Reusability and Interoperability through Web Services.
Proceedings of the 2006 IEEE International Conference on e-Business Engineering (ICEBE 2006), 2006

A Distributed M&S Environment for Multidisciplinary Collaborative Design of Virtual Prototyping.
Proceedings of the Computer Supported Cooperative Work in Design III, 2006

Collaborative Simulation Environment based on HLA and Web Service.
Proceedings of the 10th International Conference on CSCW in Design, 2006


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