Recent Publications

@inproceedings{Tao2024SemanticMaskAC,

title = {SemanticMask: A Contrastive View Design for Anomaly Detection in Tabular Data},

author = {Shuting Tao and Tongtian Zhu and Hongwei Wang and Xiangming Meng},

year  = {2024},

date = {2024-08-01},

booktitle = {Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI-24)

},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{pan2024dynathinkfastslowdynamic,

title = {DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models},

author = {Jiabao Pan and Yan Zhang and Chen Zhang and Zuozhu Liu and Hongwei Wang and Haizhou Li},

year  = {2024},

date = {2024-07-01},

urldate = {2024-07-01},

booktitle = {Conference on Empirical Methods in Natural Language Processing (EMNLP)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{zhan2024medm2gunifyingmedicalmultimodal,

title = {MedM2G: Unifying Medical Multi-Modal Generation via Cross-Guided Diffusion with Visual Invariant},

author = {Chenlu Zhan and Yu Lin and Gaoang Wang and Hongwei Wang and Jian Wu},

year  = {2024},

date = {2024-06-01},

booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},

pages = {11502-11512},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{xie-etal-2024-self,

title = {Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models},

author = {Xie, Tingyu and Li, Qi and Zhang, Yan and Liu, Zuozhu and Wang, Hongwei},

year  = {2024},

date = {2024-06-01},

booktitle = {the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL)},

pages = {583--593},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{su2024apienoughconformalprediction,

title = {API Is Enough: Conformal Prediction for Large Language Models Without Logit-Access},

author = {Jiayuan Su and Jing Luo and Hongwei Wang and Lu Cheng},

year  = {2024},

date = {2024-04-04},

urldate = {2024-04-04},

booktitle = {Conference on Empirical Methods in Natural Language Processing (EMNLP)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{xie-etal-2023-empirical,

title = {Empirical Study of Zero-Shot NER with ChatGPT},

author = {Tingyu Xie and Qi Li and Jian Zhang and Yan Zhang and Zuozhu Liu and Hongwei Wang},

year  = {2023},

date = {2023-12-01},

urldate = {2022-12-01},

booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP)},

pages = {7935–7956},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{li-etal-2023-class,

title = {A Class-Rebalancing Self-Training Framework for Distantly-Supervised Named Entity Recognition},

author = {Li, Qi and Xie, Tingyu and Peng, Peng and Wang, Hongwei and Wang, Gaoang},

year  = {2023},

date = {2023-07-01},

booktitle = {Findings of the Association for Computational Linguistics: ACL 2023},

pages = {11054--11068},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{10152650,

title = {A Novel Encoder-Decoder Architecture for Table Border Segmentation of Scanned Documents},

author = {Yan, Kaihong and Tang, Haoran and Zhang, Jian and Peng, Peng and Wang, Hongwei},

year  = {2023},

date = {2023-01-01},

booktitle = {2023 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD)},

pages = {953-958},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{10152692,

title = {BERT-based Question Answering using Knowledge Graph Embeddings in Nuclear Power Domain},

author = {Ma, Zuyang and Yan, Kaihong and Wang, Hongwei

 },

year  = {2023},

date = {2023-01-01},

booktitle = {2023 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD)},

pages = {267-272},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Zhan2023DebiasingMV,

title = {Debiasing Medical Visual Question Answering via Counterfactual Training},

author = {Chenlu Zhan and Peng Peng and Hanrong Zhang and Haiyue Sun and Chunnan Shang and Tao Chen and Hongsen Wang and Gaoang Wang and Hongwei Wang},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{10152774,

title = {Multi-gate Mixture-of-Expert Combined with Synthetic Minority Over-sampling Technique for Multimode Imbalanced Fault Diagnosis.},

author = {Huang, Wanqiu and Zhang, Hanrong and Peng, Peng and Wang, Hongwei},

year  = {2023},

date = {2023-01-01},

booktitle = {2023 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD)},

pages = {456-461},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{ma2022profiling,

title = {A Profiling and Query Platform for Research Management Based on Knowledge Graph},

author = {Ke Ma and Bo Qin and Hongwei Wang},

year  = {2022},

date = {2022-01-01},

booktitle = {2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD)},

pages = {822--827},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{wang2022cyber,

title = {Cyber-Physical System Enabled Path Planning Simulation for Collaborative Industrial Robots},

author = {Zixuan Wang and Junhua Zhou and Hongwei Wang},

year  = {2022},

date = {2022-01-01},

booktitle = {2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD)},

pages = {711--716},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{li2022enabling,

title = {Enabling Improved Learning Capability of Industrial Robots with Knowledge Graph Towards Intelligent Digital Twins},

author = {Mengxuan Li and Hongwei Wang},

year  = {2022},

date = {2022-01-01},

booktitle = {2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD)},

pages = {599--604},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{10035097,

title = {Handwritten Chinese Signature Detection on Scanned Technical Documents for Authenticity Verification},

author = {Zhang, Ying and Zhang, Jian and Yan, Kaihong and Wang, Hongwei and Wang, Gaoang},

year  = {2022},

date = {2022-01-01},

booktitle = {2022 IEEE International Conference on e-Business Engineering (ICEBE)},

pages = {240-245},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{peng2022imbalanced,

title = {Imbalanced Fault Diagnosis by Supervised Contrastive Learning},

author = {Peng Peng and Xinyue Wang and Jiaxun Lu and Qi Li and Shuting Tao and Zixuan Wang and Hongwei Wang and Heming Zhang},

year  = {2022},

date = {2022-01-01},

booktitle = {2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD)},

pages = {689--692},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{qin2022knowledge,

title = {Knowledge Mining Based Collaborative Framework for Manufacturing Value Chains},

author = {Bo Qin and Jian Zhang and Ke Ma and Peng Peng and Hongwei Wang},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

booktitle = {2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD)},

pages = {847--854},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{shang2022representation,

title = {Representation and Extraction of Physics Knowledge Based on Knowledge Graph and Embedding-Combined Text Classification for Cooperative Learning},

author = {Jialin Shang and Jingyuan Huang and Shihua Zeng and Jian Zhang and Hongwei Wang},

year  = {2022},

date = {2022-01-01},

booktitle = {2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD)},

pages = {1053--1058},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{yan2022signature,

title = {Signature Detection, Restoration, and Verification: A Novel Chinese Document Signature Forgery Detection Benchmark},

author = {Kaihong Yan and Ying Zhang and Haoran Tang and Chengkai Ren and Jian Zhang and Gaoang Wang and Hongwei Wang},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},

pages = {5163--5172},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{wang2021score,

title = {Score of Token Distribution: An Algorithm for Token Imbalance Evaluation in NMT Corpus},

author = {H. Wang and H. Wang},

year  = {2021},

date = {2021-11-01},

booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), Punta Cana, Dominican Republic},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{zhang2021framework,

title = {A Framework for Effective Knowledge Extraction from A Data Space Formed by Unstructured Technical Reports using Pre-trained Models},

author = {Jian Zhang and Bo Qin and Yufei Zhang and Junhua Zhou and Hongwei Wang},

year  = {2021},

date = {2021-01-01},

booktitle = {2021 IEEE International Conference on e-Business Engineering (ICEBE)},

pages = {120--125},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{liu2021knowledgemanagement,

title = {A Knowledge Management Framework for Vehicle Hazard Analysis},

author = {Xinfeng Liu and Ronghui Zheng and Hongwei Wang and Mark D Butala and Deng Liu and Xianan Ren and Simon Hu},

year  = {2021},

date = {2021-01-01},

booktitle = {2021 IEEE International Conference on e-Business Engineering (ICEBE)},

pages = {165--169},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{qin2021constructing,

title = {Constructing digital twin for smart manufacturing},

author = {Hao Qin and Hongwei Wang and Yu Zhang and Libin Lin},

year  = {2021},

date = {2021-01-01},

booktitle = {2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD)},

pages = {638--642},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{peng2021imbalanced,

title = {Imbalanced fault diagnosis based on particle swarm optimization and sparse auto-encoder},

author = {Peng Peng and Wenjia Zhang and Yi Zhang and Hongwei Wang and Heming Zhang},

year  = {2021},

date = {2021-01-01},

booktitle = {2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD)},

pages = {210--213},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{li2021knowledge,

title = {Knowledge Base Question Answering for Intelligent Maintenance of Power Plants},

author = {Qi Li and Yufei Zhang and Hongwei Wang},

year  = {2021},

date = {2021-01-01},

booktitle = {2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD)},

pages = {626--631},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{liu2021knowledgegprah,

title = {Knowledge Graph Construction and Decision Support Towards Transformer Fault Maintenance},

author = {Xiaoying Liu and Hongwei Wang},

year  = {2021},

date = {2021-01-01},

booktitle = {2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD)},

pages = {661--666},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{jin2021representation,

title = {Representation and Extraction of Diesel Engine Maintenance Knowledge Graph with Bidirectional Relations Based on BERT and the Bi-LSTM-CRF Model},

author = {Yihong Jin and Guanshujie Fu and Liyang Qian and Hanwen Liu and Hongwei Wang},

year  = {2021},

date = {2021-01-01},

booktitle = {2021 IEEE International Conference on e-Business Engineering (ICEBE)},

pages = {126--133},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{lidesign,

title = {Design of Bamboo-Steel Hybrid Spacial Truss Roof for a Utility Facility},

author = {ZK Li and K Ma and HH Geng and Y Wu and RJ Wu and Y Xiao},

year  = {2020},

date = {2020-08-28},

urldate = {2020-08-28},

booktitle = {The 2020 Structures Congress (Structures20)},

organization = {IASEM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{mageneral,

title = {General Parametric Glubam Spherical Grid Shell Design Approach},

author = {K Ma and ZK Li and Y Xiao},

year  = {2020},

date = {2020-08-28},

urldate = {2020-08-28},

booktitle = {The 2020 Structures Congress (Structures20)},

organization = {IASEM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{fengutilization,

title = {Utilization of 3d Printing for Concrete Dragon Boat Model},

author = {YQ Feng and KH Zhang and AQ Tan and K Ma and Y Xiao},

year  = {2020},

date = {2020-08-28},

urldate = {2020-08-28},

booktitle = {The 2020 Structures Congress (Structures20)},

organization = {IASEM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{peng2020imbalanced,

title = {Imbalanced process fault diagnosis using enhanced auxiliary classifier gan},

author = {Peng Peng and Yi Wang and Wenjia Zhang and Yi Zhang and Heming Zhang},

year  = {2020},

date = {2020-01-01},

booktitle = {2020 Chinese Automation Congress (CAC)},

pages = {313--316},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{hua2020pixel,

title = {Pixel histogram based background modeling for moving target detection},

author = {Jiang Hua and Liangcai Zeng and Gongfa Li and Hongwei Wang and Zhaojie Ju},

year  = {2020},

date = {2020-01-01},

booktitle = {2020 International Symposium on Community-centric Systems (CcS)},

pages = {1--4},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{wang2019macro,

title = {A Macro Human Resource Management Platform Enabled by Big Data Technology},

author = {Hongwei Wang and Yichun Yang and Yufei Zhang},

year  = {2019},

date = {2019-01-01},

booktitle = {UK Workshop on Computational Intelligence},

pages = {433--445},

organization = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{zhao2019approximation,

title = {An Approximation Model Based on Kernel Ridge Regression for Robot Kinematics Simulation},

author = {Jiaxin Zhao and Fan Yang and Wenzheng Liu and Feng Liu and Fei Li and Hongwei Wang and Heming Zhang},

year  = {2019},

date = {2019-01-01},

booktitle = {2019 IEEE 23rd International Conference on Computer Supported Cooperative Work in Design (CSCWD)},

pages = {313--318},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{xie2019interval,

title = {Interval Construction and Optimization for Mechanical Property Forecasting with Improved Neural Networks},

author = {Tingyu Xie and Gongzhuang Peng and Hongwei Wang},

year  = {2019},

date = {2019-01-01},

booktitle = {UK Workshop on Computational Intelligence},

pages = {223--234},

organization = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{xie2019knowledge,

title = {Knowledge Graph Construction for Intelligent Analysis of Social Networking User Opinion},

author = {Tingyu Xie and Yichun Yang and Qi Li and Xiaoying Liu and Hongwei Wang},

year  = {2019},

date = {2019-01-01},

booktitle = {International Conference on e-Business Engineering},

pages = {236--247},

organization = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{du2019knowledge,

title = {Knowledge graph construction for intelligent maintenance of power plants},

author = {Yangkai Du and Jiayuan Huang and Shuting Tao and Hongwei Wang},

year  = {2019},

date = {2019-01-01},

booktitle = {International Conference on e-Business Engineering},

pages = {515--526},

organization = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{peng2019knowledge,

title = {Knowledge-based intelligent assembly of complex products in a cloud CPS-based system},

author = {Gongzhuang Peng and Hongwei Wang and Heming Zhang},

year  = {2019},

date = {2019-01-01},

booktitle = {2019 IEEE 23rd International Conference on Computer Supported Cooperative Work in Design (CSCWD)},

pages = {135--139},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{yang2019towards,

title = {Towards Intelligent Maintenance of Thermal Power Plants: A Novel Robot for Checking Water Wall Tube},

author = {Jun Yang and Hongwei Wang and Jian Zhang and Xianming Zhou},

year  = {2019},

date = {2019-01-01},

booktitle = {International Conference on Intelligent Robotics and Applications},

pages = {726--737},

organization = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{wang2018fault,

title = {Fault Diagnosis of Wind Turbine Gearbox Based on Historical Vibration Data},

author = {W. Liu. H. Wang Z. Wang},

year  = {2018},

date = {2018-11-01},

booktitle = {Proceedings of the 15th IEEE International Conference on E-Business Engineering (ICEBE 2018), Xi’an, China},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{peng2018collaborative,

title = {Collaborative Reasoning of Design Knowledge with a Hypemetwork Model},

author = {Gongzhuang Peng and Hongwei Wang and Heming Zhang},

year  = {2018},

date = {2018-01-01},

booktitle = {2018 IEEE 22nd International Conference on Computer Supported Cooperative Work in Design ((CSCWD))},

pages = {719--724},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{wang2018electronic,

title = {Electronic human resource management survey enabled by big data analysis},

author = {Hongwei Wang and Danmoyi Tan and Wei Liu},

year  = {2018},

date = {2018-01-01},

booktitle = {2018 IEEE 15th International Conference on e-Business Engineering (ICEBE)},

pages = {341--346},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{wei2018system,

title = {System framework and information model for a distributed dance teaching resource repository},

author = {Min Wei and Hongwei Wang and Wei Liu},

year  = {2018},

date = {2018-01-01},

booktitle = {2018 IEEE 15th International Conference on e-Business Engineering (ICEBE)},

pages = {335--339},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}