Jie Du

42 papers Journal 36Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Toward Semantically Faithful Diffusion Representation for Generalizable Retinal Image Segmentation.
IEEE Trans. Medical Imaging
Yingpeng Xie, Hao Chen, Jing Qin, Yongtao Zhang, Lei Dong, Jie Du, Tianfu Wang, Baiying Lei
2025 J jnl
Comprehensive Multisource Learning Network for Cross-Subject Multimodal Emotion Recognition.
IEEE Trans. Emerg. Top. Comput. Intell.
Chuangquan Chen, Zhencheng Li, Kit Ian Kou, Jie Du, Chen Li, Hongtao Wang, Chi-Man Vong
2025 J jnl
Context-CAM: Context-Level Weight-Based CAM With Sequential Denoising to Generate High-Quality Class Activation Maps.
IEEE Trans. Image Process.
Jie Du, Wenbing Chen, Chi-Man Vong, Peng Liu, Tianfu Wang
2025 J jnl
Progressive Region-to-Boundary Exploration Network for Camouflaged Object Detection.
IEEE Trans. Multim.
Guanghui Yue, Shangjie Wu, Tianwei Zhou, Gang Li, Jie Du, Yu Luo, Qiuping Jiang
2025 J jnl
Robust Visual Place Recognition Under Variational Views.
IEEE Trans. Ind. Informatics
Junlang Huang, Defu Lin, Jie Du, Xinyu Jiang, Chuangquan Chen, Xieyuanli Chen, Yimin Zhou, Chi-Man Vong
2024 J jnl
A Synchronous Bi-Directional Framework With Temporally Dependent Interaction Modeling for Pedestrian Trajectory Prediction.
IEEE Trans. Netw. Sci. Eng.
Yuanman Li, Ce Xie, Rongqin Liang, Jie Du, Jiantao Zhou, Xia Li
2024 J jnl
Adaptive Context Aggregation Network With Prediction-Aware Decoding for Multimodal Brain Tumor Segmentation.
IEEE Trans. Instrum. Meas.
Guanghui Yue, Shangjie Wu, Jie Du, Tianwei Zhou, Bin Jiang, Tianfu Wang
2024 J jnl
An Adaptive Deep Metric Learning Loss Function for Class-Imbalance Learning via Intraclass Diversity and Interclass Distillation.
IEEE Trans. Neural Networks Learn. Syst.
Jie Du, Xiaoci Zhang, Peng Liu, Chi-Man Vong, Tianfu Wang
2024 J jnl
Class-Incremental Learning Method With Fast Update and High Retainability Based on Broad Learning System.
IEEE Trans. Neural Networks Learn. Syst.
Jie Du, Peng Liu, Chi-Man Vong, Chuangquan Chen, Tianfu Wang, C. L. Philip Chen
2024 J jnl
Federated learning using model projection for multi-center disease diagnosis with non-IID data.
Neural Networks
Jie Du, Wei Li, Peng Liu, Chi-Man Vong, Yongke You, Baiying Lei, Tianfu Wang
2024 J jnl
Operation History Estimation and Its Application to Multi-Degraded Image Restoration.
IEEE Trans. Consumer Electron.
Yuanman Li, Minhua Liu, Jinyu Tian, Jie Du, Xia Li
2024 J jnl
SMOD: An Accurate and Efficient Segmentation-Based Medical Object Detector.
IEEE Trans. Emerg. Top. Comput. Intell.
Jie Du, Chuyang Chen, Yuanman Li, Yaolin Zhu, Peng Liu, Tianfu Wang
2023 J jnl
A novel sequential structure for lightweight multi-scale feature learning under limited available images.
Neural Networks
Peng Liu, Jie Du, Chi-Man Vong
2023 J jnl
Boundary-Sensitive Loss Function With Location Constraint for Hard Region Segmentation.
IEEE J. Biomed. Health Informatics
Jie Du, Kai Guan, Peng Liu, Yuanman Li, Tianfu Wang
2023 J jnl
Coarse-Refined Consistency Learning Using Pixel-Level Features for Semi-Supervised Medical Image Segmentation.
IEEE J. Biomed. Health Informatics
Jie Du, Xiaoci Zhang, Peng Liu, Tianfu Wang
2023 J jnl
Parameter-Free Loss for Class-Imbalanced Deep Learning in Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Jie Du, Yanhong Zhou, Peng Liu, Chi-Man Vong, Tianfu Wang
2023 J jnl
Parameter-Free Similarity-Aware Attention Module for Medical Image Classification and Segmentation.
IEEE Trans. Emerg. Top. Comput. Intell.
Jie Du, Kai Guan, Yanhong Zhou, Yuanman Li, Tianfu Wang
2022 J jnl
Scale-adaptive super-feature based MetricUNet for brain tumor segmentation.
Biomed. Signal Process. Control.
Yujian Liu, Jie Du, Chi-Man Vong, Guanghui Yue, Juan Yu, Yuli Wang, Baiying Lei, Tianfu Wang
2022 J jnl
Trajectory Forecasting Based on Prior-Aware Directed Graph Convolutional Neural Network.
IEEE Trans. Intell. Transp. Syst.
Yuchao Su, Jie Du, Yuanman Li, Xia Li, Rongqin Liang, Zhongyun Hua, Jiantao Zhou
2022 J jnl
Unsupervised domain selective graph convolutional network for preoperative prediction of lymph node metastasis in gastric cancer.
Medical Image Anal.
Yongtao Zhang, Ning Yuan, Zhiguo Zhang, Jie Du, Tianfu Wang, Bing Liu, Aocai Yang, Kuan Lv, Guolin Ma, Baiying Lei
2021 J jnl
3D Multi-Attention Guided Multi-Task Learning Network for Automatic Gastric Tumor Segmentation and Lymph Node Classification.
IEEE Trans. Medical Imaging
Yongtao Zhang, Haimei Li, Jie Du, Jing Qin, Tianfu Wang, Yue Chen, Bing Liu, Wenwen Gao, Guolin Ma, Baiying Lei
2021 — conf
CD Loss: A Class-Center Based Distribution Loss for Discriminative Feature Learning in Medical Image Classification.
ICIG (2)
Yanhong Zhou, Jie Du, Yujian Liu, Yali Qiu, Tianfu Wang
2021 J jnl
Cross-attention multi-branch network for fundus diseases classification using SLO images.
Medical Image Anal.
Hai Xie, Xianlu Zeng, Haijun Lei, Jie Du, Jiantao Wang, Guoming Zhang, Jiuwen Cao, Tianfu Wang, Baiying Lei
2021 J jnl
Dual attention enhancement feature fusion network for segmentation and quantitative analysis of paediatric echocardiography.
Medical Image Anal.
Libao Guo, Baiying Lei, Weiling Chen, Jie Du, Alejandro F. Frangi, Jing Qin, Cheng Zhao, Pengpeng Shi, Bei Xia, Tianfu Wang
2021 — conf
Multi-modal Broad Learning System for Medical Image and Text-based Classification.
EMBC
Yanhong Zhou, Jie Du, Kai Guan, Tianfu Wang
2021 — conf
Multi-scale Wavelet Network Algorithm for Pediatric Echocardiographic Segmentation via Feature Fusion.
ISBI
Cheng Zhao, Bei Xia, Libao Guo, Jie Du, Weiling Chen, Tianfu Wang, Baiying Lei
2021 J jnl
Multi-scale wavelet network algorithm for pediatric echocardiographic segmentation via hierarchical feature guided fusion.
Appl. Soft Comput.
Cheng Zhao, Bei Xia, Weiling Chen, Libao Guo, Jie Du, Tianfu Wang, Baiying Lei
2021 J jnl
Novel Efficient RNN and LSTM-Like Architectures: Recurrent and Gated Broad Learning Systems and Their Applications for Text Classification.
IEEE Trans. Cybern.
Jie Du, Chi-Man Vong, C. L. Philip Chen
2021 J jnl
Sparse Bayesian Learning with Diagonal Quasi-Newton Method For Large Scale Classification.
CoRR
Jiahua Luo, Chi-Man Vong, Jie Du
2020 J jnl
AIDAN: An Attention-Guided Dual-Path Network for Pediatric Echocardiography Segmentation.
IEEE Access
Yujin Hu, Bei Xia, Muyi Mao, Zelong Jin, Jie Du, Libao Guo, Alejandro F. Frangi, Baiying Lei, Tianfu Wang
2020 J jnl
Accurate and efficient sequential ensemble learning for highly imbalanced multi-class data.
Neural Networks
Chi-Man Vong, Jie Du
2020 — conf
HBNet: Hybrid Blocks Network for Segmentation of Gastric Tumor from Ordinary CT Images.
ISBI
Yongtao Zhang, Baiying Lei, Chao Fu, Jie Du, Xinjian Zhu, Xiaowei Han, Lei Du, Wenwen Gao, Tianfu Wang, Guolin Ma
2020 J jnl
Robust Online Multilabel Learning Under Dynamic Changes in Data Distribution With Labels.
IEEE Trans. Cybern.
Jie Du, Chi-Man Vong
2020 J jnl
Self-calibrated brain network estimation and joint non-convex multi-task learning for identification of early Alzheimer's disease.
Medical Image Anal.
Baiying Lei, Nina Cheng, Alejandro F. Frangi, Ee-Leng Tan, Jiuwen Cao, Peng Yang, Ahmed Elazab, Jie Du, Yanwu Xu, Tianfu Wang
2020 J jnl
Self-co-attention neural network for anatomy segmentation in whole breast ultrasound.
Medical Image Anal.
Baiying Lei, Shan Huang, Hang Li, Ran Li, Cheng Bian, Yi-Hong Chou, Jie Du, Peng Zhou, Xuehao Gong, Jie-Zhi Cheng
2020 J jnl
Skin lesion segmentation via generative adversarial networks with dual discriminators.
Medical Image Anal.
Baiying Lei, Zaimin Xia, Feng Jiang, Xudong Jiang, Zongyuan Ge, Yanwu Xu, Jie Du, Siping Chen, Tianfu Wang, Shuqiang Wang
2020 J jnl
Supervised Extreme Learning Machine-Based Auto-Encoder for Discriminative Feature Learning.
IEEE Access
Jie Du, Chi-Man Vong, Chuangquan Chen, Peng Liu, Zhenbao Liu
2020 — conf
Transforming Intensity Distribution of Brain Lesions Via Conditional Gans for Segmentation.
ISBI
Mohammad Hamghalam, Tianfu Wang, Jie Du, Baiying Lei
2019 — conf
Dual Network Generative Adversarial Networks for Pediatric Echocardiography Segmentation.
SUSI/PIPPI@MICCAI
Libao Guo, Yujin Hu, Baiying Lei, Jie Du, Muyi Mao, Zelong Jin, Bei Xia, Tianfu Wang
2019 J jnl
Multi-task learning for quality assessment of fetal head ultrasound images.
Medical Image Anal.
Zehui Lin, Shengli Li, Dong Ni, Yimei Liao, Huaxuan Wen, Jie Du, Siping Chen, Tianfu Wang, Baiying Lei
2018 J jnl
Postboosting Using Extended G-Mean for Online Sequential Multiclass Imbalance Learning.
IEEE Trans. Neural Networks Learn. Syst.
Chi-Man Vong, Jie Du, Chiman Wong, Jiuwen Cao
2017 J jnl
Post-boosting of classification boundary for imbalanced data using geometric mean.
Neural Networks
Jie Du, Chi-Man Vong, Chi-Man Pun, Pak-Kin Wong, Weng-Fai Ip