Improved heterogeneous data fusion and multi-scale feature selection method for lung cancer subtype classification. - Yanan Zhang; Juanjuan Zhao; Yan Qiang; Xiaotang Yang; Wei Wu; Liye Jia (Concurr. Comput. Pract. Exp., 2022)

Multi-level learning based on 3D CT image integrated medical clinic information for accurate diagnosis of pulmonary nodules. - Yanan Zhang; Juanjuan Zhao; Wei Wu; Yan Qiang; Liye Jia (Concurr. Comput. Pract. Exp., 2022)

The Cause of Causal Emergence: Redistribution of Uncertainty. - Liye Jia; Cong Zhou; Ka Lok Man; Sheng-Uei Guan; Jeremy S. Smith; Yutao Yue (CoRR, 2022)

PLSR: Unstructured Pruning with Layer-Wise Sparsity Ratio. - Haocheng Zhao; Limin Yu; Runwei Guan; Liye Jia; Junqing Zhang; Yutao Yue (ICMLA, 2023)

Deep learning approach for predicting lymph node metastasis in non-small cell lung cancer by fusing image-gene data. - Guojie Hou; Liye Jia; Yanan Zhang; Wei Wu; Lin Zhao 018; Juanjuan Zhao; Long Wang; Yan Qiang (Eng. Appl. Artif. Intell., 2023)

FDTrans: Frequency Domain Transformer Model for predicting subtypes of lung cancer using multimodal data. - Meiling Cai; Lin Zhao 018; Guojie Hou; Yanan Zhang; Wei Wu; Liye Jia; Juanjuan Zhao; Long Wang; Yan Qiang (Comput. Biol. Medicine, 2023)

Residual neural network with mixed loss based on batch training technique for identification of EGFR mutation status in lung cancer. - Liye Jia; Wei Wu; Guojie Hou; Juanjuan Zhao; Yan Qiang; Yanan Zhang; Meiling Cai (Multim. Tools Appl., 2023)

A progressive phased attention model fused histopathology image features and gene features for lung cancer staging prediction. - Meiling Cai; Lin Zhao 018; Yanan Zhang; Wei Wu; Liye Jia; Juanjuan Zhao; Qianqian Yang; Yan Qiang (Int. J. Comput. Assist. Radiol. Surg., 2023)

WaterVG: Waterway Visual Grounding based on Text-Guided Vision and mmWave Radar. - Runwei Guan; Liye Jia; Fengyufan Yang; Shanliang Yao; Erick Purwanto; Xiaohui Zhu; Eng Gee Lim; Jeremy S. Smith; Ka Lok Man; Xuming Hu; Yutao Yue (CoRR, 2024)

NanoMVG: USV-Centric Low-Power Multi-Task Visual Grounding based on Prompt-Guided Camera and 4D mmWave Radar. - Runwei Guan; Jianan Liu; Liye Jia; Haocheng Zhao; Shanliang Yao; Xiaohui Zhu; Ka Lok Man; Eng Gee Lim; Jeremy S. Smith; Yutao Yue (CoRR, 2024)

MLW-BFECF: A Multi-Weighted Dynamic Cascade Forest Based on Bilinear Feature Extraction for Predicting the Stage of Kidney Renal Clear Cell Carcinoma on Multi-Modal Gene Data. - Liye Jia; Liancheng Jiang; Junhong Yue; Fang Hao; Yongfei Wu; Xilin Liu (IEEE ACM Trans. Comput. Biol. Bioinform., 2024)

RadarNeXt: Real-Time and Reliable 3D Object Detector Based On 4D mmWave Imaging Radar. - Liye Jia; Runwei Guan; Haocheng Zhao; Qiuchi Zhao; Ka Lok Man; Jeremy S. Smith; Limin Yu; Yutao Yue (CoRR, 2025)

Conditional Time Series Modeling for Pneumoconiosis Progression Risk Prediction with Missing Data. - Xueting Ren; Zijuan Zhao; Liye Jia; Juanjuan Zhao; Baoping Jia; Yan Qiang; Huilan Zhao; Huajie Yue (Cogn. Comput., 2025)

WaterVG: Waterway Visual Grounding Based on Text-Guided Vision and mmWave Radar. - Runwei Guan; Liye Jia; Shanliang Yao; Fengyufan Yang; Sheng Xu; Erick Purwanto; Xiaohui Zhu; Ka Lok Man; Eng Gee Lim; Jeremy S. Smith; Xuming Hu; Yutao Yue (IEEE Trans. Intell. Transp. Syst., 2025)