Jun Liu

Handan College — China

Chemistry · Physical Sciences

19h-index1.4kcitations159works3.22yr avg
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Research Topics

Spectroscopy and Chemometric Analyses(20), Data Mining Algorithms and Applications(14), Rough Sets and Fuzzy Logic(12), Spectroscopy Techniques in Biomedical and Chemical Research(12), Advanced Computational Techniques and Applications(12)

Publications158 total

Document Enhancement with Diffusion Models: A Novel Shadow Removal Approach
Signal Image and Video Processing·2025
Association between primary sclerosing cholangitis and stroke: a Mendelian randomization study
Future Neurology·2025Open Access
MaskRefineDiff: A Diffusion Model for Document Shadow Removal
2025
BFP-Net: A DL-based ISAC beamforming prediction method for extended vehicle
Vehicular Communications·2025
Collision Scenario Analysis for Autonomous Vehicles Using Multimodal Deep Learning Models
2025
BoxSeg: Quality-Aware and Peer-Assisted Learning for Box-supervised Instance Segmentation
arXiv (Cornell University)·2025Open Access
Statistical Feature-Driven Multi-Anomaly Diagnosis Method for Real Vehicle Power Battery
2025
Reliability Analysis of Wind-Thermal Power Unit Transmission Systems Based on Vine-Copula Functions
Lecture notes in electrical engineering·2025
A Review of Multimodal Explainable Artificial Intelligence: Past, Present and Future
arXiv (Cornell University)·2024· 9 citedOpen Access
Brain-inspired AI Agent: The Way Towards AGI
arXiv (Cornell University)·2024Open Access
A survey of MRI-based brain tissue segmentation using deep learning
Complex & Intelligent Systems·2024· 11 citedOpen Access
Fix the Tests: Augmenting LLMs to Repair Test Cases with Static Collector and Neural Reranker
2024· 4 cited
The Research on Sheet Metal Part Recognition Technology Based on Improved Mask R-CNN
2024· 1 cited
Selected Replay with Distillation for Continual Semantic Segmentation
2024
Detection of Wheat Protein Content Based on Near-Infrared Spectroscopy with Autoencoder and Stacking
2024· 2 cited
DocTrKan: Document Image Enhancement Based on KAN-Enhanced Transformer Networks
2024· 1 cited
Handling and Research on Imbalanced Data Using VAE-SAGAN <sup>∗</sup>
2024
A method to standardize the temperature for near infrared spectra of the indigo pigment in non-dairy cream based on symbolic regression
Journal of Near Infrared Spectroscopy·2024· 2 cited
Multiscale Object Detection Using Adaptive Context Redetecting in Remote Sensing Systems
Sensors and Materials·2024Open Access
MBTDiff: Multi-segmentation Brain Tumor Model with Diffusion Probabilistic Model
2024
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Frequent Co-authors

Zhengyong Zhang(6), Min Sha(5), Zhenglin Tan(4), Siqi Sun(3), Shaofei Wu(2), Meng Wang(2), Xiaoming Liu(2), Jinshan Tang(2), Dongdong Gui(2), Mengting Wu(2), Yang Liu(2), Qing Hou(2), Yonggang Qi(1), Yi-Zhe Song(1), Honggang Zhang(1), Xiangqun Liu(1), Hongyue Zhang(1), Jing Yang(1), Wei Wang(1), Chenjie Wang(1)