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publications
A Two-stage Object Enhancement Network Based Insulator Fault Detection Method in Low-light Complex Environments
Published in Power System Technology, 2024
This paper proposes a two-stage object enhancement network based insulator fault detection method in low-light complex environments.
Recommended citation: Zijian Tian, Jiaqi Wu (Advisor as First Author), et al. (2024). "A Two-stage Object Enhancement Network Based Insulator Fault Detection Method in Low-light Complex Environments." Power System Technology. (China STM Outstanding Action Plan: Leading Journal, EI)
A Transformer and Adaptive Feature Fusion Based Method for Brightness Enhancement and Detail Preservation in Low-light Mine Images
Published in Coal Science and Technology, 2024
This paper proposes a Transformer and adaptive feature fusion based method for brightness enhancement and detail preservation in low-light mine images.
Recommended citation: Zijian Tian, Jiaqi Wu (Advisor as First Author), et al. (2024). "A Transformer and Adaptive Feature Fusion Based Method for Brightness Enhancement and Detail Preservation in Low-light Mine Images." Coal Science and Technology. (China STM Outstanding Action Plan: Leading Journal, EI)
An Improved CycleGAN-based Low-light Image Enhancement Method for Underground Coal Mines
Published in Journal of Huazhong University of Science and Technology, 2024
This paper proposes an improved CycleGAN-based low-light image enhancement method for underground coal mines.
Recommended citation: Jiaqi Wu, Wenqi Zhang, et al. (2024). "An Improved CycleGAN-based Low-light Image Enhancement Method for Underground Coal Mines." Journal of Huazhong University of Science and Technology. (China STM Outstanding Action Plan: Echelon Journal, EI)
CLIP-Optimized Multimodal Image Enhancement via ISP-CNN Fusion for Coal Mine IoVT Under Uneven Illumination
Published in IEEE Internet of Things Journal, 2024
This paper proposes a CLIP-optimized multimodal image enhancement method via ISP-CNN fusion for coal mine IoVT under uneven illumination.
Recommended citation: Shuai Wang, Shihao Zhang, Jiaqi Wu* (Corresponding Author), et al. (2024). "CLIP-Optimized Multimodal Image Enhancement via ISP-CNN Fusion for Coal Mine IoVT Under Uneven Illumination." IEEE Internet of Things Journal. (CAS Q1, *Corresponding Author)
A TransISP Based Image Enhancement Method for Visual Disbalance in Low-light Images
Published in Pacific Graphics 2024, 2024
This paper proposes a TransISP-based image enhancement method for visual imbalance in low-light images.
Recommended citation: Jiaqi Wu, Jing Guo, et al. (2024). "A TransISP Based Image Enhancement Method for Visual Disbalance in Low-light Images." Pacific Graphics 2024. (CCF B)
Pseudo-exposure Generation and Fusion for Low-Light Image Enhancement and Detection
Published in ACM Transactions on Multimedia Computing, Communications, and Applications, 2024
This paper proposes a pseudo-exposure generation and fusion method for low-light image enhancement and detection.
Recommended citation: Wei Yang, Jiaqi Wu (Co-First-Author), et al. (2024). "Pseudo-exposure Generation and Fusion for Low-Light Image Enhancement and Detection." ACM TOMM. (CCF B, Co-First-Author)
A Small Object Real-Time Detection Method for Power Line Inspection in Low-Illuminance Environments
Published in IEEE Transactions on Emerging Topics in Computational Intelligence, 2024
This paper proposes a small object real-time detection method for power line inspection in low-illuminance environments.
Recommended citation: Yubo Zhao, Jiaqi Wu (Co-First-Author), et al. (2024). "A Small Object Real-Time Detection Method for Power Line Inspection in Low-Illuminance Environments." IEEE Transactions on Emerging Topics in Computational Intelligence. (CAS Q2, Co-First-Author)
A Lightweight Small Object Detection Method Based on Multi-Layer Coordination Federated Intelligence for Coal Mine IoVT
Published in IEEE Internet of Things Journal, 2024
This paper proposes a lightweight small object detection method based on multi-layer coordination federated intelligence for coal mine IoVT.
Recommended citation: Jiaqi Wu, Ruihan Zheng, et al. (2024). "A Lightweight Small Object Detection Method Based on Multi-Layer Coordination Federated Intelligence for Coal Mine IoVT." IEEE Internet of Things Journal. (CAS Q1)
Small Insulator Defects Detection Based on Multiscale Feature Interaction Transformer for UAV-assisted Power IoVT
Published in IEEE Internet of Things Journal, 2024
This paper proposes a small insulator defect detection method based on multiscale feature interaction Transformer for UAV-assisted power IoVT.
Recommended citation: Jiaqi Wu, Rui Jing, et al. (2024). "Small Insulator Defects Detection Based on Multiscale Feature Interaction Transformer for UAV-assisted Power IoVT." IEEE Internet of Things Journal. (CAS Q1)
CLIP-AE: A Multi-modal Unsupervised Images Enhancement Method Based on High-order Adaptive Curve for Visual Disbalance Defects
Published in IEEE Transactions on Multimedia, 2024
This paper proposes a multi-modal unsupervised image enhancement method based on high-order adaptive curves for visual imbalance defects.
Recommended citation: Jiaqi Wu, Shihao Zhang, et al. (2024). "CLIP-AE: A Multi-modal Unsupervised Images Enhancement Method Based on High-order Adaptive Curve for Visual Disbalance Defects." IEEE Transactions on Multimedia. (CAS Q1, CCF B)
FDPT: Federated Discrete Prompt Tuning for Black-Box Visual-Language Models
Published in International Conference on Computer Vision (ICCV 2025), 2024
This paper proposes a federated discrete prompt tuning method for black-box visual-language models.
Recommended citation: Jiaqi Wu, Simin Chen, et al. (2025). "FDPT: Federated Discrete Prompt Tuning for Black-Box Visual-Language Models." ICCV 2025. (CCF A)
Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment
Published in IEEE Transactions on Mobile Computing, 2024
This paper proposes an efficient detection framework adaptation method for edge computing with a plug-and-play neural network toolbox.
Recommended citation: Jiaqi Wu, Shihao Zhang, et al. (2024). "Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment." IEEE Transactions on Mobile Computing. (CAS Q1, CCF A)
A Survey on Cloud-Edge-Terminal Collaborative Intelligence in AIoT Networks
Published in IEEE Communications Surveys and Tutorials (Under Review-2nd round), 2024
This paper presents a comprehensive survey on cloud-edge-terminal collaborative intelligence in AIoT networks.
Recommended citation: Jiaqi Wu, Jing Liu, et al. "A Survey on Cloud-Edge-Terminal Collaborative Intelligence in AIoT Networks." IEEE Communications Surveys and Tutorials. (Under Review-2nd round, CAS Q1, IF: 34.4)
talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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