香港理工大学CPI项目组招收博士/博士后
香港理工大学CPI项目组招收博士/博士后
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publications
Improving Word Representation Quality Trained by word2vec via a More Efficient Hierarchical Clustering Method
Published in In the proceedings of Cooperative Design, Visualization, and Engineering - 15th International Conference, CDVE 2018, 2018
Zhaolin Yuan, Xiaojuan Ban, Jinlong Hu, "Improving Word Representation Quality Trained by word2vec via a More Efficient Hierarchical Clustering Method." In the proceedings of Cooperative Design, Visualization, and Engineering - 15th International Conference, CDVE 2018, 2018.
An industrial missing values processing method based on generating model
Published in Computer Networks, 2019
Huan Wang, Zhaolin Yuan, Yibin Chen, Bingyang Shen, Aixiang Wu, "An industrial missing values processing method based on generating model." Computer Networks, 2019.
A Dual-Attention Recurrent Neural Network Method for Deep Cone Thickener Underflow Concentration Prediction
Published in Sensors, 2020
Zhaolin Yuan, Jinlong Hu, Di Wu, Xiaojuan Ban, "A Dual-Attention Recurrent Neural Network Method for Deep Cone Thickener Underflow Concentration Prediction." Sensors, 2020.
An Improved Reinforcement Learning Based Heuristic Dynamic Programming Algorithm for Model-Free Optimal Control
Published in In the proceedings of International Conference on Artificial Neural Networks, ICANN2020, 2020 (CCF-C)
Jia Li, Zhaolin Yuan, Xiaojuan Ban, "An Improved Reinforcement Learning Based Heuristic Dynamic Programming Algorithm for Model-Free Optimal Control." In the proceedings of International Conference on Artificial Neural Networks, ICANN2020, 2020.
基于强化学习的浓密机底流浓度在线控制算法
Published in 自动化学报, 2021 (CCF-A中文)
袁兆麟, 何润姿, 姚超, 李佳, 班晓娟, "基于强化学习的浓密机底流浓度在线控制算法." 自动化学报, 2021.
Continuous-Time Prediction of Industrial Paste Thickener System With Differential ODE-Net
Published in IEEE/CAA Journal of Automatica Sinica, 2022 (SCI-1区, IF=19.2)
Zhaolin Yuan, Xiaorui Li, Di Wu, Xiaojuan Ban, Nai-Qi Wu, Hong-Ning Dai, Hao Wang, "Continuous-Time Prediction of Industrial Paste Thickener System With Differential ODE-Net." IEEE/CAA Journal of Automatica Sinica, 2022.
工业场景下基于深度学习的时序预测方法及应用
Published in 工程科学学报, 2022
李潇睿, 班晓娟, 袁兆麟, 乔浩然, "工业场景下基于深度学习的时序预测方法及应用." 工程科学学报, 2022.
Integrated three-dimensional visualization and soft-sensing system for underground paste backfilling
Published in Tunnelling and Underground Space Technology, 2022 (SCI-1区)
Zhaolin Yuan, Xiaojuan Ban, Fangyuan Han, Xingquan Zhang, Shenghua Yin, Yiming Wang, "Integrated three-dimensional visualization and soft-sensing system for underground paste backfilling." Tunnelling and Underground Space Technology, 2022.
ODE-RSSM: Learning Stochastic Recurrent State Space Model from Irregularly Sampled Data
Published in In the proceedings of Conference on Artificial Intelligence, AAAI2023, 2023 (CCF-A)
Zhaolin Yuan, Xiaojuan Ban, Zixuan Zhang, Xiaorui Li, Hong{-}Ning Dai, "ODE-RSSM: Learning Stochastic Recurrent State Space Model from Irregularly Sampled Data." In the proceedings of Conference on Artificial Intelligence, AAAI2023, 2023.
Autonomous-Jump-ODENet: Identifying Continuous-Time Jump Systems for Cooling-System Prediction
Published in IEEE Transactions on Industrial Informatics, 2023 (SCI-1区, IF=9.9)
Zhaolin Yuan, Yewan Wang, Xiaojuan Ban, Chunyu Ning, Hong-Ning Dai, Hao Wang, "Autonomous-Jump-ODENet: Identifying Continuous-Time Jump Systems for Cooling-System Prediction." IEEE Transactions on Industrial Informatics, 2023.
Chat with MES: LLM-driven user interface for manipulating garment manufacturing system through natural language
Published in Journal of Manufacturing Systems, 2025 (SCI-1区, IF=12.3)
Zhaolin Yuan, Ming Li, Chang Liu, Fangyuan Han, Haolun Huang, Hong-Ning Dai, "Chat with MES: LLM-driven user interface for manipulating garment manufacturing system through natural language." Journal of Manufacturing Systems, 2025.
Controlling Partially Observed Industrial System Based on Offline Reinforcement Learning—A Case Study of Paste Thickener
Published in IEEE Transactions on Industrial Informatics, 2025 (SCI-1区, IF=9.9)
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Zhaolin Yuan, ZiXuan Zhang, Xiaorui Li, Yunduan Cui, Ming Li, Xiaojuan Ban, "Controlling Partially Observed Industrial System Based on Offline Reinforcement Learning—A Case Study of Paste Thickener." IEEE Transactions on Industrial Informatics, 2025.
NetEventCause: Event-Driven Root Cause Analysis for Large Network System Without Topology
Published in IEEE Transactions on Neural Networks and Learning Systems, 2025 (SCI-1区, IF=10.2)
Zhaolin Yuan, Long Ma, Wenjia Wei, Xia Zhu, Mingjie Sun, Duxin Chen, Xiaojuan Ban, "NetEventCause: Event-Driven Root Cause Analysis for Large Network System Without Topology." IEEE Transactions on Neural Networks and Learning Systems, 2025.
Quantification of paste homogeneity by vision-based identification method: Case study for an industrial mixer
Published in Developments in the Built Environment, 2025 (SCI-2区, IF=6.2)
Xiaorui Li, Zhaolin Yuan, Hezheng Wang, Yong Wang, Xiaojuan Ban, "Quantification of paste homogeneity by vision-based identification method: Case study for an industrial mixer." Developments in the Built Environment, 2025.
Shipment Scheduling and Routing Protocols in Cyber-Physical Internet for Prefabricated Construction Modules Logistics
Published in IEEE Transactions on Intelligent Transportation Systems, 2025 (SCI-1区, IF=8.4)
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Zhiyuan Ouyang, Zhaolin Yuan, Qiqi Chen, Ming Li, Zhiheng Zhao, George Huang, "Shipment Scheduling and Routing Protocols in Cyber-Physical Internet for Prefabricated Construction Modules Logistics." IEEE Transactions on Intelligent Transportation Systems, 2025.