Liye Jia

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Sparsity Constraints

Pruning Algorithm

Top Venues

Concurr. Comput. Pract. Exp.

Int. J. Comput. Assist. Radiol. Surg.

Multim. Tools Appl.

Publications

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
WaterVG: Waterway Visual Grounding based on Text-Guided Vision and mmWave Radar. CoRR (2024)
Liye Jia, Wei Wu, Guojie Hou, Juanjuan Zhao, Yan Qiang, Yanan Zhang, Meiling Cai
Residual neural network with mixed loss based on batch training technique for identification of EGFR mutation status in lung cancer. Multim. Tools Appl. 82 (21) (2023)
Guojie Hou, Liye Jia, Yanan Zhang, Wei Wu, Lin Zhao, Juanjuan Zhao, Long Wang, Yan Qiang
Deep learning approach for predicting lymph node metastasis in non-small cell lung cancer by fusing image-gene data. Eng. Appl. Artif. Intell. 122 (2023)
Meiling Cai, Lin Zhao, Guojie Hou, Yanan Zhang, Wei Wu, Liye Jia, Juanjuan Zhao, Long Wang, Yan Qiang
FDTrans: Frequency Domain Transformer Model for predicting subtypes of lung cancer using multimodal data. Comput. Biol. Medicine 158 (2023)
Haocheng Zhao, Limin Yu, Runwei Guan, Liye Jia, Junqing Zhang, Yutao Yue
PLSR: Unstructured Pruning with Layer-Wise Sparsity Ratio. ICMLA (2023)
Meiling Cai, Lin Zhao, Yanan Zhang, Wei Wu, Liye Jia, Juanjuan Zhao, Qianqian Yang, Yan Qiang
A progressive phased attention model fused histopathology image features and gene features for lung cancer staging prediction. Int. J. Comput. Assist. Radiol. Surg. 18 (10) (2023)
Yanan Zhang, Juanjuan Zhao, Wei Wu, Yan Qiang, Liye Jia
Multi-level learning based on 3D CT image integrated medical clinic information for accurate diagnosis of pulmonary nodules. Concurr. Comput. Pract. Exp. 34 (17) (2022)
Liye Jia, Cong Zhou, Ka Lok Man, Sheng-Uei Guan, Jeremy Smith, Yutao Yue
The Cause of Causal Emergence: Redistribution of Uncertainty. CoRR (2022)
Yanan Zhang, Juanjuan Zhao, Yan Qiang, Xiaotang Yang, Wei Wu, Liye Jia
Improved heterogeneous data fusion and multi-scale feature selection method for lung cancer subtype classification. Concurr. Comput. Pract. Exp. 34 (1) (2022)