Haijian Shao

According to our database, Haijian Shao authored at least 31 papers between 2014 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

CQH-MPN: A Classical-Quantum Hybrid Prototype Network With Fuzzy Proximity-Based Classification for Early Glaucoma Diagnosis.

Wei Liu, Haijian Shao, Xing Deng, Yingtao Jiang

IEEE J. Biomed. Health Informatics, April, 2026

LieTrunc-QNN: Lie Algebra Truncation and Quantum Expressivity Phase Transition from LiePrune to Provably Stable Quantum Neural Networks.

Haijian Shao, Dalong Zhao, Xing Deng, Wenzheng Zhu, Yingtao Jiang

CoRR, April, 2026

Spectral Complex Autoencoder Pruning: A Fidelity-Guided Criterion for Extreme Structured Channel Compression.

Wei Liu, Xing Deng, Haijian Shao, Yingtao Jiang

CoRR, January, 2026

Enhancing Imbalanced Electrocardiogram Classification: A Novel Approach Integrating Data Augmentation through Wavelet Transform and Interclass Fusion.

Haijian Shao, Wei Liu, Xing Deng, Daze Lu

CoRR, January, 2026

GAS: An adaptive pruning strategy based on output feature map gradients, activations, and weight sparsity.

Sixun Yan, Haijian Shao, Xing Deng, Yingtao Jiang, Ke Cheng, Ming Zhang, Fei Wang

Knowl. Based Syst., 2026

Recent advances in brain tumor segmentation: A review of self-supervised learning, federated learning, and graph neural networks.

Qiqi Wu, Xing Deng, Haijian Shao, Yingtao Jiang

Eng. Appl. Artif. Intell., 2026

2025

One-Shot Structured Pruning of Quantum Neural Networks via <i>q</i>-Group Engineering and Quantum Geometric Metrics.

Haijian Shao, Wei Liu, Xing Deng, Yingtao Jiang

CoRR, December, 2025

LiePrune: Lie Group and Quantum Geometric Dual Representation for One-Shot Structured Pruning of Quantum Neural Networks.

Haijian Shao, Bowen Yang, Wei Liu, Xing Deng, Yingtao Jiang

CoRR, December, 2025

Quantum-Inspired Spectral Geometry for Neural Operator Equivalence and Structured Pruning.

Haijian Shao, Wei Liu, Xing Deng

CoRR, December, 2025

ImpRes: implicit residual diffusion models for image super-resolution.

Shiyun Zhang, Xing Deng, Haijian Shao, Yingtao Jiang

Vis. Comput., June, 2025

PIDSNeRF: pose interpolation depth supervision neural radiance fields for view synthesis from challenging input.

Jianxin Wang, Haijian Shao, Xing Deng, Yingtao Jiang

Multim. Tools Appl., June, 2025

Robust novel view synthesis from multi-view feature stereo matching priors.

Jianxin Wang, Haijian Shao, Xing Deng, Shuheng Lian

Multim. Syst., April, 2025

ImbDef-GAN: Defect Image-Generation Method Based on Sample Imbalance.

Dengbiao Jiang, Nian Tao, Kelong Zhu, Yiming Wang, Haijian Shao

J. Imaging, 2025

Adaptive convolutional network pruning through pixel-level cross-correlation and channel independence for enhanced model compression.

Guangyao Li, Haijian Shao, Xing Deng, Yingtao Jiang

Eng. Appl. Artif. Intell., 2025

Integrating frequency limitation and feature refinement for robust 3D Gaussian segmentation.

Xinyu Hu, Haijian Shao, Xing Deng, Yingtao Jiang, Fei Wang

Comput. Electr. Eng., 2025

2024

Hierarchical decomposition-based underwater image enhancement network with auxiliary gradient guidance.

Jing Xie, Xing Deng, Haijian Shao, Yingtao Jiang

J. Electronic Imaging, 2024

Efficient filter pruning: Reducing model complexity through redundancy graph decomposition.

Jiang Li, Haijian Shao, Xing Deng, Yingtao Jiang

Neurocomputing, 2024

An Investigation of Frequency-Domain Pruning Algorithms for Accelerating Human Activity Recognition Tasks Based on Sensor Data.

Jian Su, Haijian Shao, Xing Deng, Yingtao Jiang

Comput. Mater. Continua, 2024

VulCoBERT: A CodeBERT-Based System for Source Code Vulnerability Detection.

Yuying Xia, Haijian Shao, Xing Deng

Proceedings of the 2024 International Conference on Generative Artificial Intelligence and Information Security, 2024

2023

An Unsupervised End-to-End Recursive Cascaded Parallel Network for Image Registration.

Longjian Wang, Haijian Shao, Xing Deng

Neural Process. Lett., December, 2023

Multi-scale feature fusion for histopathological image categorisation in breast cancer.

Yingping Wang, Xing Deng, Haijian Shao, Yingtao Jiang

Comput. methods Biomech. Biomed. Eng. Imaging Vis., November, 2023

A graphical approach for filter pruning by exploring the similarity relation between feature maps.

Jiang Li, Haijian Shao, Shengjie Zhai, Yingtao Jiang, Xing Deng

Pattern Recognit. Lett., February, 2023

MNIST Handwritten Digit Classification Based on Convolutional Neural Network with Hyperparameter Optimization.

Haijian Shao, Edwin Ma, Ming Zhu, Xing Deng, Shengjie Zhai

Intell. Autom. Soft Comput., 2023

Mental Health Diagnosis in the Digital Age: Harnessing Sentiment Analysis on Social Media Platforms upon Ultra-Sparse Feature Content.

Haijian Shao, Ming Zhu, Shengjie Zhai

CoRR, 2023

Anomaly Detection of UAV State Data Based on Single-class Triangular Global Alignment Kernel Extreme Learning Machine.

Feisha Hu, Qi Wang, Haijian Shao, Shang Gao, Hualong Yu

CoRR, 2023

2022

CNN-Based Hidden-Layer Topological Structure Design and Optimization Methods for Image Classification.

Jian Liu, Haijian Shao, Yingtao Jiang, Xing Deng

Neural Process. Lett., 2022

2020

A multi-scale three-dimensional face recognition approach with sparse representation-based classifier and fusion of local covariance descriptors.

Xing Deng, Feipeng Da, Haijian Shao, Yingtao Jiang

Comput. Electr. Eng., 2020

2017

Adaptive feature selection based on reconstruction residual and accurately located landmarks for expression-robust 3D face recognition.

Xing Deng, Feipeng Da, Haijian Shao

Signal Image Video Process., 2017

Expression-robust 3D face recognition based on feature-level fusion and feature-region fusion.

Xing Deng, Feipeng Da, Haijian Shao

Multim. Tools Appl., 2017

Efficient 3D face recognition using local covariance descriptor and Riemannian kernel sparse coding.

Xing Deng, Feipeng Da, Haijian Shao

Comput. Electr. Eng., 2017

2014

Existence and global stability of a periodic solution for a cellular neural network.

Lixia Wang, Jianmei Zhang, Haijian Shao

Commun. Nonlinear Sci. Numer. Simul., 2014