2024
Generalized Out-of-Distribution Fault Diagnosis (GOOFD) via Internal Contrastive Learning Journal Article
In: IEEE Transactions on Industrial Informatics (TII), pp. 9987 - 9996, 2024.
SemanticMask: A Contrastive View Design for Anomaly Detection in Tabular Data Inproceedings
In: Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI-24) , 2024.
DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models Inproceedings
In: Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024.
MedM2G: Unifying Medical Multi-Modal Generation via Cross-Guided Diffusion with Visual Invariant Inproceedings
In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 11502-11512, 2024.
Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models Inproceedings
In: the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL), pp. 583–593, 2024.
UniDCP: Unifying Multiple Medical Vision-Language Tasks Via Dynamic Cross-Modal Learnable Prompts Journal Article
In: IEEE Transactions on Multimedia, vol. 26, pp. 9736-9748, 2024.
API Is Enough: Conformal Prediction for Large Language Models Without Logit-Access Inproceedings
In: Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024.
2023
Empirical Study of Zero-Shot NER with ChatGPT Inproceedings
In: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp. 7935–7956, 2023.
SCCAM: Supervised Contrastive Convolutional Attention Mechanism for Ante-hoc Interpretable Fault Diagnosis with Limited Fault Samples Journal Article
In: IEEE Transactions on Neural Networks and Learning Systems, vol. 35, pp. 6194-6205, 2023.
An Order-Invariant and Interpretable Dilated Convolution Neural Network for Chemical Process Fault Detection and Diagnosis Journal Article
In: IEEE Transactions on Automation Science and Engineering, vol. 21, no. 3, pp. 3933-3943, 2023.
A Class-Rebalancing Self-Training Framework for Distantly-Supervised Named Entity Recognition Inproceedings
In: Findings of the Association for Computational Linguistics: ACL 2023, pp. 11054–11068, 2023.
An imbalanced semi-supervised wind turbine blade icing detection method based on contrastive learning Journal Article
In: Renewable Energy, 2023.
DuAK: Reinforcement Learning-Based Knowledge Graph Reasoning for Steel Surface Defect Detection Journal Article
In: IEEE Transactions on Automation Science and Engineering, pp. 1-13, 2023.
Imbalanced Chemical Process Fault Diagnosis Using Balancing GAN With Active Sample Selection Journal Article
In: IEEE Sensors Journal, vol. 23, no. 13, pp. 14826-14833, 2023.
Supervised contrastive representation learning with tree-structured parzen estimator Bayesian optimization for imbalanced tabular data Journal Article
In: Expert Systems with Applications, vol. 237, pp. 121294, 2023.
A Novel Encoder-Decoder Architecture for Table Border Segmentation of Scanned Documents Inproceedings
In: 2023 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 953-958, 2023.
BERT-based Question Answering using Knowledge Graph Embeddings in Nuclear Power Domain Inproceedings
In: 2023 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 267-272, 2023.
Debiasing Medical Visual Question Answering via Counterfactual Training Inproceedings
In: International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023.
Multi-gate Mixture-of-Expert Combined with Synthetic Minority Over-sampling Technique for Multimode Imbalanced Fault Diagnosis. Inproceedings
In: 2023 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 456-461, 2023.
2022
A knowledge extraction framework for domain-specific application with simplified pre-trained language model and attention-based feature extractor Journal Article
In: Service Oriented Computing and Applications, pp. 1–11, 2022.
A lattice LSTM-based framework for knowledge graph construction from power plants maintenance reports Journal Article
In: Service Oriented Computing and Applications, pp. 1–11, 2022.
Industrial IoT-Enabled Prediction Interval Estimation of Mechanical Performances for Hot-Rolling Steel Journal Article
In: IEEE Transactions on Instrumentation and Measurement, vol. 71, pp. 1–10, 2022.
Non-revisiting genetic cost-sensitive sparse autoencoder for imbalanced fault diagnosis Journal Article
In: Applied Soft Computing, vol. 114, pp. 108138, 2022.
Open-Set Fault Diagnosis via Supervised Contrastive Learning with Negative Out-of-Distribution Data Augmentation Journal Article
In: IEEE Transactions on Industrial Informatics, 2022.
Progressively balanced supervised contrastive representation learning for long-tailed fault diagnosis Journal Article
In: IEEE Transactions on Instrumentation and Measurement, vol. 71, pp. 1–12, 2022.
Sim2real kinematics modeling of industrial robots based on FPGA-acceleration Journal Article
In: Robotics and Computer-Integrated Manufacturing, vol. 77, pp. 102350, 2022.
Towards robust and understandable fault detection and diagnosis using denoising sparse autoencoder and smooth integrated gradients Journal Article
In: ISA transactions, vol. 125, pp. 371–383, 2022.
A Profiling and Query Platform for Research Management Based on Knowledge Graph Inproceedings
In: 2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 822–827, IEEE 2022.
Cyber-Physical System Enabled Path Planning Simulation for Collaborative Industrial Robots Inproceedings
In: 2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 711–716, IEEE 2022.
Enabling Improved Learning Capability of Industrial Robots with Knowledge Graph Towards Intelligent Digital Twins Inproceedings
In: 2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 599–604, IEEE 2022.
Handwritten Chinese Signature Detection on Scanned Technical Documents for Authenticity Verification Inproceedings
In: 2022 IEEE International Conference on e-Business Engineering (ICEBE), pp. 240-245, 2022.
Imbalanced Fault Diagnosis by Supervised Contrastive Learning Inproceedings
In: 2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 689–692, IEEE 2022.
Knowledge Mining Based Collaborative Framework for Manufacturing Value Chains Inproceedings
In: 2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 847–854, IEEE 2022.
Representation and Extraction of Physics Knowledge Based on Knowledge Graph and Embedding-Combined Text Classification for Cooperative Learning Inproceedings
In: 2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 1053–1058, IEEE 2022.
Signature Detection, Restoration, and Verification: A Novel Chinese Document Signature Forgery Detection Benchmark Inproceedings
In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 5163–5172, 2022.
2021
Score of Token Distribution: An Algorithm for Token Imbalance Evaluation in NMT Corpus Inproceedings
In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), Punta Cana, Dominican Republic, 2021.
A C-RFBS model for the efficient construction and reuse of interpretable design knowledge records across knowledge networks Journal Article
In: Systems Science & Control Engineering, vol. 9, no. 1, pp. 497–513, 2021.
Dynamic multimode process monitoring using recursive GMM and KPCA in a hot rolling mill process Journal Article
In: Systems Science & Control Engineering, vol. 9, no. 1, pp. 592–601, 2021.
A Framework for Effective Knowledge Extraction from A Data Space Formed by Unstructured Technical Reports using Pre-trained Models Inproceedings
In: 2021 IEEE International Conference on e-Business Engineering (ICEBE), pp. 120–125, IEEE 2021.
A Knowledge Management Framework for Vehicle Hazard Analysis Inproceedings
In: 2021 IEEE International Conference on e-Business Engineering (ICEBE), pp. 165–169, IEEE 2021.
Constructing digital twin for smart manufacturing Inproceedings
In: 2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 638–642, IEEE 2021.
Imbalanced fault diagnosis based on particle swarm optimization and sparse auto-encoder Inproceedings
In: 2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 210–213, IEEE 2021.
Knowledge Base Question Answering for Intelligent Maintenance of Power Plants Inproceedings
In: 2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 626–631, IEEE 2021.