刘玉川｜重庆科技学院｜学者主页

期刊论文

2026

Cross-Modal Attention-Based Multimodal Fusion for Early Parkinson's Disease Diagnosis

Wenlei Dong, Yuanzhang Luo, Haitao Ren, Yuchuan Liu

International Conference on Artificial Intelligence and Big Data (ICAIBD)

DOI

2026

Cross-Modal Collaborative Representation Learning with Distribution Consistency Constraint for Parkinson's Disease Diagnosis

Haitao Ren, Wenlei Dong, Yuanzhang Luo, Yuchuan Liu

International Conference on Artificial Intelligence and Big Data (ICAIBD)

DOI

2026

QR-FOLDA: A Fast Orthogonal Linear Discriminant Analysis Based on QR Decomposition

Yuchuan Liu, Qiuxu Yi, Yulin Deng, Yu Rao, Bocheng Wang, Mi Zhang

Mathematics

DOI

2026

Inland River Ship Crew Fatigue Detection Method Based on Multi-Feature Fusion with Improved RT-DETR

Hui-Ying Cui, Qingliang Wang, H. Feng, Yuchuan Liu, Wen-Long Yao

2026 IEEE 15th Data Driven Control and Learning Systems (DDCLS)

DOI

2025

基于互信息-支持向量回归的阿尔兹海默症磁共振影像脑年龄检测（英文）

刘玉川，李浩，唐宇龙，梁杜娟，谭佳，符玥，李勇明

Journal of Shanghai Jiaotong University(Science)

2025

DARL: A Domain Generalization Method for Continuous Speech Recognition of Parkinson's Disease

Yu Rao, Yuchuan Liu, Mi Zhang

IEEE International Conference of Safe Production and Informatization (IICSPI)

DOI

2025

WaveTSNet: Wavelet-Guided Temporal-Spatial Network for Video Dehazing

Qingru Zhang, Jingcheng Liu, Yuchuan Liu, Jiaqi Xu, Xiaofei Zhu, Guorong Chen

IEEE International Conference of Safe Production and Informatization (IICSPI)

DOI

2022

面向帕金森病语音诊断的非监督两步式卷积稀疏迁移学习算法

张小恒，张馨月，李勇明，王品，刘玉川

《电子学报》

2021

面向神经退行性疾病辅助诊断的小样本学习方法研究

刘玉川

《重庆大学》

预印本

2026

DirWave: Direction Aware Wavelet-Guided Network for Video Dehazing

Qingru Zhang, Guorong Chen, Yuchuan Liu, Xiaofei Zhu, Jiaqi Xu

SSRN Electronic Journal

DOI

2020

Deep Double-Side Learning Ensemble Model for Few-Shot Parkinson Speech Recognition

Yongming Li, Lang Zhou, Lingyun Qin, Yuwei Zeng, Yuchuan Liu, Yan Lei, Pin Wang, Fan Li

arXiv preprint

2020

Classification Algorithm of Speech Data of Parkinsons Disease Based on Convolution Sparse Kernel Transfer Learning with Optimal Kernel and Parallel Sample Feature Selection

Xiaoheng Zhang, Yongming Li, Pin Wang, Xiaoheng Tan, Yuchuan Liu

arXiv preprint

2020

Hybrid Embedded Deep Stacked Sparse Autoencoder with w_LPPD SVM Ensemble

Yongming Li, Yan Lei, Pin Wang, Yuchuan Liu

arXiv preprint

刘玉川

精选作品

期刊论文

Cross-Modal Attention-Based Multimodal Fusion for Early Parkinson's Disease Diagnosis

Cross-Modal Collaborative Representation Learning with Distribution Consistency Constraint for Parkinson's Disease Diagnosis

QR-FOLDA: A Fast Orthogonal Linear Discriminant Analysis Based on QR Decomposition

Inland River Ship Crew Fatigue Detection Method Based on Multi-Feature Fusion with Improved RT-DETR

基于互信息-支持向量回归的阿尔兹海默症磁共振影像脑年龄检测（英文）

DARL: A Domain Generalization Method for Continuous Speech Recognition of Parkinson's Disease

WaveTSNet: Wavelet-Guided Temporal-Spatial Network for Video Dehazing

面向帕金森病语音诊断的非监督两步式卷积稀疏迁移学习算法

面向神经退行性疾病辅助诊断的小样本学习方法研究

预印本

DirWave: Direction Aware Wavelet-Guided Network for Video Dehazing

Deep Double-Side Learning Ensemble Model for Few-Shot Parkinson Speech Recognition

Classification Algorithm of Speech Data of Parkinsons Disease Based on Convolution Sparse Kernel Transfer Learning with Optimal Kernel and Parallel Sample Feature Selection

Hybrid Embedded Deep Stacked Sparse Autoencoder with w_LPPD SVM Ensemble

研究方向