学术论文

Journal SCI Q1 · 中科院一区Top · IF 10.9
Quantum-Inspired Dynamic Spatiotemporal Matching Transformer for Traffic Flow Forecasting
Chaozhi Yu, Zhizhe Lin, Hongnan Cheng, Chunjie Cao, Teng Zhou, Man-Fai Leung
IEEE Transactions on Consumer Electronics 2025
DOI \cite{yu2025quantum} PDF
Journal SCI Q2 · IF 3.9
Multi-Scale Cross-Dimensional Attention Network for Gland Segmentation
Chaozhi Yu, Hongnan Cheng, Yufei Huang, Zhizhe Lin, Teng Zhou
IEEE Signal Processing Letters 2025
DOI \cite{yu2025multi} PDF Code
Journal SCI Q1 · 中科院一区Top · IF 8.9
Cross City Pre-Training Transfer Learning Model for Traffic Flow Prediction
Zhizhe Lin, Zequan Li, Chaozhi Yu, Chunjie Cao, Teng Zhou, Guangyin Jin
IEEE Internet of Things Journal 2026
DOI \cite{lin2026cross} PDF
Journal SCI Q2 · IF 3.9
EAL-ICNet: Enhanced Attention Lightweight Network With Multi-Scale Transformer Modules for IC Image Segmentation
Hongnan Cheng, Chaozhi Yu, Yan Zhang, Ziwen Yuan, Chenguang Zhang
IEEE Signal Processing Letters 2026
DOI \cite{cheng2026eal} PDF Code
Journal SCI Q3 · IF 1.6
Segmentation of IC Images in Integrated Circuit Reverse Engineering Using EfficientNet Encoder Based on U-Net++ Architecture
Hongnan Cheng, Chaozhi Yu, Chenguang Zhang
International Journal of Circuit Theory and Applications 2025
DOI \cite{cheng2025segmentation} PDF Code
Journal CCF C · IF 4.9
Iterative Deep PU Learning Combined with Data Features
Hongnan Cheng, Yan Zhang, Chaozhi Yu, Boyu Li, Chenguang Zhang
Neural Computing and Applications 2026
DOI \cite{cheng2026iterative} PDF
Conference
Enhancing Stock Price Prediction with GLTCN: A Hybrid Model for Complex Market Dynamics
Yudi Xu, Chaozhi Yu†,*, Hongnan Cheng, Yulai Wu
Proceedings of the 9th International Conference on Electronic Information Technology and Computer Engineering 2025
DOI \cite{xu2025enhancing} PDF
Conference
A Denoising and Structured Segmentation Method for IC Images via Integration of YOLOv5 and Lightweight Unet
Hongnan Cheng, Chaozhi Yu, Zhiyuan Yang, Chenguang Zhang
2025 5th International Conference on Artificial Intelligence, Big Data and Algorithms (CAIBDA) 2025
DOI \cite{cheng2025denoising} PDF