Wenhui Fan

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 35

Top Topics

Support Vector Data Description

Production Line

Reinforcement Learning

Novelty Detection

Top Venues

Artif. Intell. Medicine

Int. J. Model. Simul. Sci. Comput.

Publications

Junbo Tong, Shuhan Du, Wenhui Fan, Yueting Chai
Automatic tuning of robust model predictive control in iterative tasks using efficient Bayesian optimization. Trans. Inst. Meas. Control 46 (7) (2024)
Xudong Guo, Kaixuan Huang, Jiale Liu, Wenhui Fan, Natalia Vélez, Qingyun Wu, Huazheng Wang, Thomas L. Griffiths, Mengdi Wang
Embodied LLM Agents Learn to Cooperate in Organized Teams. CoRR (2024)
Hao Chen, Hongbin Lin, Qingfeng Xu, Yaguan Li, Yiming Zheng, Jianghua Fei, Kang Yang, Wenhui Fan, Zhenguo Nie
Cross-Domain Transfer Learning for Galvanized Steel Strips Defect Detection and Recognition. J. Comput. Inf. Sci. Eng. 24 (1) (2024)
Xudong Guo, Daming Shi, Junjie Yu, Wenhui Fan
Heterogeneous Multi-Agent Reinforcement Learning for Zero-Shot Scalable Collaboration. CoRR (2024)
Peiyu Chen, Wenhui Fan
Identifying critical nodes via link equations and deep reinforcement learning. Neurocomputing 562 (2023)
Xudong Guo, Daming Shi, Wenhui Fan
Scalable Communication for Multi-Agent Reinforcement Learning via Transformer-Based Email Mechanism. IJCAI (2023)
Junbo Tong, Daming Shi, Yi Liu, Wenhui Fan
GLDAP: Global Dynamic Action Persistence Adaptation for Deep Reinforcement Learning. ACM Trans. Auton. Adapt. Syst. 18 (2) (2023)
Hao Chen, Zhenguo Nie, Qingfeng Xu, Jianghua Fei, Kang Yang, Yaguan Li, Hongbin Lin, Wenhui Fan, Xin-Jun Liu
Intelligent Detection and Classification of Surface Defects on Cold-Rolled Galvanized Steel Strips Using a Data-Driven Faulty Model With Attention Mechanism. J. Comput. Inf. Sci. Eng. 23 (4) (2023)
Yue Hu, Hui Xu, Zhonglin Jiang, Xinyu Zheng, Jianfeng Zhang, Wenhui Fan, Kun Deng, Kun Xu
Supplementary Learning Control for Energy Management Strategy of Hybrid Electric Vehicles at Scale. IEEE Trans. Veh. Technol. 72 (6) (2023)
Xudong Guo, Daming Shi, Wenhui Fan
Scalable Communication for Multi-Agent Reinforcement Learning via Transformer-Based Email Mechanism. CoRR (2023)
Han Li, Wenhui Fan
Removal Rate Prediction of Multiway Material Data Using the Deep Learning Approach. ICCAI (2022)
Daming Shi, Xudong Guo, Yi Liu, Wenhui Fan
Optimal Policy of Multiplayer Poker via Actor-Critic Reinforcement Learning. Entropy 24 (6) (2022)
Tianyu Liu, Yu Wang, Yukang Yang, Ming Sun, Wenhui Fan, Cody Bunger, Cheng Wu
A multi-scale keypoint estimation network with self-supervision for spinal curvature assessment of idiopathic scoliosis from the imperfect dataset. Artif. Intell. Medicine 125 (2022)
Zhihua Cui, Yaru Zhao, Hao Liu, Ling Wang, Wenhui Fan
Malware detection based on multi-objective convolution restricted Boltzmann machine model and constraint-dividing crossover strategy algorithm. Concurr. Comput. Pract. Exp. 34 (19) (2022)
Daming Shi, Junbo Tong, Yi Liu, Wenhui Fan
Knowledge Reuse of Multi-Agent Reinforcement Learning in Cooperative Tasks. Entropy 24 (4) (2022)
Tianyu Liu, Yukang Yang, Wenhui Fan, Cheng Wu
Reprint of: Few-shot learning for cardiac arrhythmia detection based on electrocardiogram data from wearable devices. Digit. Signal Process. 125 (2022)
Lingkai Li, Huan Luo, Wenhui Fan, Cheng Wang, Wenzhong Guo, Jonathan Li
Object Classification in Point Cloud Via Conditional Adversarial Domain Adaptation for Forest Inventory. IGARSS (2022)
Wenhui Fan, Ling Wang
Editorial. Complex Syst. Model. Simul. 1 (1) (2021)
Yuanyuan Yan, Qinghua Tao, Huangang Wang, Wenhui Fan
Noncyclic Scheduling of Multi-cluster Tools with Multi-type Wafers Based on Pareto Optimization. ICCAE (2021)
Tianyu Liu, Yukang Yang, Wenhui Fan, Cheng Wu
Few-shot learning for cardiac arrhythmia detection based on electrocardiogram data from wearable devices. Digit. Signal Process. 116 (2021)
Li Kou, Wenhui Fan, Shuang Song
Multi-agent-based modelling and simulation of high-speed train. Comput. Electr. Eng. 86 (2020)
Daming Shi, Wenhui Fan, Yingying Xiao, Tingyu Lin, Chi Xing
Intelligent scheduling of discrete automated production line via deep reinforcement learning. Int. J. Prod. Res. 58 (11) (2020)
Mengyuan Sun, Runhua Guo, Jinhui Zhu, Wenhui Fan
Roadway Crack Segmentation Based on an Encoder-decoder Deep Network with Multi-scale Convolutional Blocks. CCWC (2020)
Tianyu Liu, Yukang Yang, Yu Wang, Ming Sun, Wenhui Fan, Cheng Wu, Cody Bunger
Spinal curve assessment of idiopathic scoliosis with a small dataset via a multi-scale keypoint estimation approach. UbiComp/ISWC Adjunct (2020)
Tianyu Liu, Li Kou, Le Yang, Wenhui Fan, Cheng Wu
A physical knowledge-based extreme learning machine approach to fault diagnosis of rolling element bearing from small datasets. UbiComp/ISWC Adjunct (2020)
Xiaohong Wang, Wenhui Fan, Xinjun Li, Lizhi Wang
Weak Degradation Characteristics Analysis of UAV Motors Based on Laplacian Eigenmaps and Variational Mode Decomposition. Sensors 19 (3) (2019)
Tianyu Liu, Wenhui Fan, Cheng Wu
A hybrid machine learning approach to cerebral stroke prediction based on imbalanced medical dataset. Artif. Intell. Medicine 101 (2019)
Liping Wang, Wenhui Fan
Research of Optimal Splitting Level of Splitting Algorithm. iThings/GreenCom/CPSCom/SmartData (2018)
Liping Wang, Wenhui Fan
A multi-level splitting algorithm based on differential evolution. Int. J. Model. Simul. Sci. Comput. 9 (2) (2018)
Lili Yin, Huangang Wang, Wenhui Fan
Active learning based support vector data description method for robust novelty detection. Knowl. Based Syst. 153 (2018)
Xiaohong Wang, Wenhui Fan, Lizhi Wang
Fuzzy Solution of Uncertainty Problems in Multi-objective Optimization of Accelerated Degradation Test Design. ICKII (2018)
Yuan Feng, Xiang Zhong, Jingshan Li, Wenhui Fan, Shaw C. Feng
Closed-Loop Production Lines With Geometric Reliability Machines: Modeling, Analysis, and Application. IEEE Robotics Autom. Lett. 3 (2) (2018)
Zhuo Wang, Xiao-Hong Wang, Lizhi Wang, Xiao-Fen Hu, Wenhui Fan
Research on electric vehicle (EV) driving range prediction method based on PSO-LSSVM. ICPHM (2017)
Lizhi Wang, Rong Pan, Xiaohong Wang, Wenhui Fan, Jinquan Xuan
A Bayesian reliability evaluation method with different types of data from multiple sources. Reliab. Eng. Syst. Saf. 167 (2017)
Yuan Feng, Xiang Zhong, Jingshan Li, Wenhui Fan
Analysis of closed loop production lines in automotive body shops. CASE (2016)
Xiaohong Wang, Yuxiang Li, Wenhui Fan, Jinquan Xuan, Lizhi Wang, Manman Mu
Evaluation of product maturity based on quality characteristic. IEEM (2015)
Yanbing Liu, Hongbo Sun, Wenhui Fan, Tianyuan Xiao
A parallel matching algorithm based on order relation for HLA data distribution management. Int. J. Model. Simul. Sci. Comput. 6 (2) (2015)
Yuan Feng, Wenhui Fan
A hybrid simulation approach to dynamic multi-skilled workforce planning of production line. WSC (2014)
Yuan Feng, Wenhui Fan, Yuanhui Qin
A Discrete Event Simulation Based Production Line Optimization through Markov Decision Process. AsiaSim (2013)
Yanbing Liu, Hongbo Sun, Tianyuan Xiao, Wenhui Fan
Constructing federate collaboration ontology by UML profiles. CSCWD (2013)
Hongbo Sun, Wenhui Fan, Weiming Shen, Tianyuan Xiao
Ontology Fusion in High-Level-Architecture-Based Collaborative Engineering Environments. IEEE Trans. Syst. Man Cybern. Syst. 43 (1) (2013)
Hongbo Sun, Wenhui Fan, Weiming Shen, Tianyuan Xiao, Yueting Chai
Ontology maintenance in high level architecture federation development and execution process. Integr. Comput. Aided Eng. 20 (1) (2013)
Boyuan Liu, Wenhui Fan, Tianyuan Xiao
A Fast Outlier Detection Method for Big Data. AsiaSim (2013)
Hongbo Sun, Wenhui Fan, Weiming Shen, Tianyuan Xiao
Ontology-based interoperation model of collaborative product development. J. Netw. Comput. Appl. 35 (1) (2012)
Hongbo Sun, Wenhui Fan, Yueting Chai
An ontology enabled runtime infrastructure. CSCWD (2012)
Wenhui Shou, Wenhui Fan, Boyuan Liu
A Data-Based Fuzzy Cognitive Map Mining Method Using DE-SQP Algorithm. AsiaSim (3) (2012)
Hongbo Sun, Wenhui Fan, Weiming Shen, Tianyuan Xiao, Qi Hao
A hierarchical federated integration architecture for collaborative product development. Int. J. Comput. Integr. Manuf. 25 (10) (2012)
Wenhui Shou, Wenhui Fan, Zhenxiao Gao, Boyuan Liu
Hybrid Differential Evolution and Sequential Quadratic Programming Algorithm. ACIS-ICIS (2011)
Zhenxiao Gao, Tianyuan Xiao, Wenhui Fan
Hybrid differential evolution and Nelder-Mead algorithm with re-optimization. Soft Comput. 15 (3) (2011)
Xiaozhen Mi, Xiaoyang Zhen, Shaoze Zhou, Wenhui Fan
Research and implementation on visualization system of disassembly sequence planning based on Ant colony algorithm. CSCWD (2011)
Hongbo Sun, Wenhui Fan, Weiming Shen, Tianyuan Xiao, Xin Chen
Ontology maintenance in a hierarchical federated collaborative product development environment. CSCWD (2011)
Li Li, Tianyuan Xiao, Wenhui Fan, Hongbo Sun, Cheng Ma
Step-based Modeling & Simulation for Virtual Product Development. SIMULTECH (2011)
Hongbo Sun, Wenhui Fan, Weiming Shen, Tianyuan Xiao
Ontology fusion in HLA-based collaborative product development. SMC (2010)
Wenhui Fan, Zhenxiao Gao, Weida Xu, Tianyuan Xiao
Balancing and simulating of assembly line with overlapped and stopped operation. Simul. Model. Pract. Theory 18 (8) (2010)
Shucai Tang, Tianyuan Xiao, Wenhui Fan
A collaborative platform for complex product design with an extended HLA integration architecture. Simul. Model. Pract. Theory 18 (8) (2010)
Zhenxiao Gao, Tianyuan Xiao, Wenhui Fan
Collaborative Optimization with Dimension Reduction. Int. J. Model. Simul. Sci. Comput. 1 (2) (2010)
Yingchao Yue, Bin Xiao, Tianyuan Xiao, Wenhui Fan
MDA based generic C4ISR effectiveness evaluation system. FSKD (2010)
Zhenxiao Gao, Tianyuan Xiao, Wenhui Fan
Adaptive Relaxation Penalty Function Method for Equal Constrained Optimization in Differential Evolution. ICNC (4) (2009)
Xiaozhen Mi, Xiaodong Zhao, Wenzhong Zhao, Wenhui Fan
Application of genetic algorithm for rectangular object layout optimization. CSCWD (2008)
Huayu Xu, Wenhui Fan, Tian Wei, Lijun Yu
An Or-opt NSGA-II algorithm for multi-objective Vehicle Routing Problem with Time Windows. CASE (2008)
Song Wu, Tianyuan Xiao, Wenhui Fan, Hongbo Sun
Federation Integration Architecture for Shiring Resources of Product Development Platforms. GCC (2008)
Xiaozhen Mi, Xiaodong Zhao, Wenzhong Zhao, Wenhui Fan
Case Study on Optimization of Rectangular Object Layout by Genetic Algorithm. CSCWD (Selected Papers) (2007)
Wenhui Fan, Ying Xiong, Guangleng Xiong
Study on Collaborative Parameter Design System of Complex Product. CSCWD (2007)
Wei Wang, Wenhui Fan, Tianqing Chang, Huihui Liu
The Study on Dual Response Surface Method in MDO. ICNC (4) (2007)
Wenhui Fan, Keming Wang, Guangleng Xiong
Multi-Domain Collaborative Simulation Platform: An Integrative Framework for Complex Products Design. CSCWD (2006)
Heming Zhang, Wenhui Fan, Cheng Wu
Concurrent Design Approach and its Collaborative Environment for Integrated Complex Product Development. Trans. SDPS 8 (3) (2004)