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Hai Yang
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 32
Top Topics
Convolutional Network
Emotion Recognition
Incremental Learning
Feature Selection
Top Venues
Expert Syst. Appl.
Appl. Soft Comput.
Bioinform.
IEEE Trans. Cogn. Dev. Syst.
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Publications
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Dongdong Li
,
Zhuo Yang
,
Jinlin Liu
,
Hai Yang
,
Zhe Wang
Emotion embedding framework with emotional self-attention mechanism for speaker recognition.
Expert Syst. Appl.
238 (Part F) (2024)
Wei Guo
,
Zhe Wang
,
Hai Yang
,
Wenli Du
Multi-view dimensionality reduction learning with hierarchical sparse feature selection.
Appl. Intell.
53 (10) (2023)
Zhe Wang
,
Tao Zang
,
Zhiling Fu
,
Hai Yang
,
Wenli Du
RLPGB-Net: Reinforcement Learning of Feature Fusion and Global Context Boundary Attention for Infrared Dim Small Target Detection.
IEEE Trans. Geosci. Remote. Sens.
61 (2023)
Zhiling Fu
,
Zhe Wang
,
Xinlei Xu
,
Dongdong Li
,
Hai Yang
Knowledge aggregation networks for class incremental learning.
Pattern Recognit.
137 (2023)
Tianhao Gu
,
Zhe Wang
,
Xinlei Xu
,
Dongdong Li
,
Hai Yang
,
Wenli Du
Frame-Level Teacher-Student Learning With Data Privacy for EEG Emotion Recognition.
IEEE Trans. Neural Networks Learn. Syst.
34 (12) (2023)
Dongdong Li
,
Zhuo Yang
,
Zhe Wang
,
Hai Yang
Identity Retention and Emotion Converted StarGAN for low-resource emotional speaker recognition.
Speech Commun.
151 (2023)
Hai Yang
,
Lipeng Gan
,
Rui Chen
,
Dongdong Li
,
Jing Zhang
,
Zhe Wang
From multi-omics data to the cancer druggable gene discovery: a novel machine learning-based approach.
Briefings Bioinform.
24 (1) (2023)
Zhengji Xuan
,
Dongdong Li
,
Zhe Wang
,
Hai Yang
Mixed Entropy Down-Sampling based Ensemble Learning for Speech Emotion Recognition.
IJCNN
(2023)
Zhe Wang
,
Yu Zhang
,
Xinlei Xu
,
Zhiling Fu
,
Hai Yang
,
Wenli Du
Federated probability memory recall for federated continual learning.
Inf. Sci.
629 (2023)
Xinlei Xu
,
Saisai Niu
,
Zhe Wang
,
Wei Guo
,
Lihong Jing
,
Hai Yang
Multi-feature space similarity supplement for few-shot class incremental learning.
Knowl. Based Syst.
265 (2023)
Zhongliang Zeng
,
Dongdong Li
,
Zhe Wang
,
Hai Yang
Multi-level Feature Joint Learning Methods for Emotional Speaker Recognition.
IJCNN
(2023)
Hai Yang
,
Yawen Liu
,
Yijing Yang
,
Dongdong Li
,
Zhe Wang
InDEP: an interpretable machine learning approach to predict cancer driver genes from multi-omics data.
Briefings Bioinform.
24 (5) (2023)
Tianhao Gu
,
Zhe Wang
,
Zhongli Fang
,
Zonghai Zhu
,
Hai Yang
,
Dongdong Li
,
Wenli Du
Multilabel Convolutional Network With Feature Denoising and Details Supplement.
IEEE Trans. Neural Networks Learn. Syst.
34 (11) (2023)
Xinlei Xu
,
Zhe Wang
,
Ziqiu Chi
,
Hai Yang
,
Wenli Du
Complementary features based prototype self-updating for few-shot learning.
Expert Syst. Appl.
214 (2023)
Dongdong Li
,
Nan Huang
,
Zhe Wang
,
Hai Yang
Personalized Federated Continual Learning for Task-Incremental Biometrics.
IEEE Internet Things J.
10 (23) (2023)
Lei Zhang
,
Yijing Yang
,
Zhe Wang
,
Dongdong Li
,
Jingping Liu
,
Hai Yang
CFC: a Cascade Forest approach to discover Cancer driver genes using multi-omics data.
BIBM
(2022)
Zhe Wang
,
Zhongli Fang
,
Dongdong Li
,
Hai Yang
,
Wenli Du
Semantic Supplementary Network With Prior Information for Multi-Label Image Classification.
IEEE Trans. Circuits Syst. Video Technol.
32 (4) (2022)
Xinlei Xu
,
Saisai Niu
,
Zhe Wang
,
Dongdong Li
,
Hai Yang
,
Wenli Du
Client selection based weighted federated few-shot learning.
Appl. Soft Comput.
128 (2022)
Hai Yang
,
Yuhang Sheng
,
Yi Jiang
,
Xiaoyang Fang
,
Dongdong Li
,
Jing Zhang
,
Zhe Wang
Subtype-Former: a deep learning approach for cancer subtype discovery with multi-omics data.
CoRR
(2022)
Zhe Wang
,
Pingchuan Ma
,
Ziqiu Chi
,
Dongdong Li
,
Hai Yang
,
Wenli Du
Multi-attention mutual information distributed framework for few-shot learning.
Expert Syst. Appl.
202 (2022)
Wei Guo
,
Zhe Wang
,
Menghao Ma
,
Lilong Chen
,
Hai Yang
,
Dongdong Li
,
Wenli Du
Semi-supervised multiple empirical kernel learning with pseudo empirical loss and similarity regularization.
Int. J. Intell. Syst.
37 (2) (2022)
Zhe Wang
,
Xu Chu
,
Dongdong Li
,
Hai Yang
,
Weichao Qu
Cost-sensitive matrixized classification learning with information entropy.
Appl. Soft Comput.
116 (2022)
Hai Yang
,
Rui Chen
,
Quan Wang
,
Qiang Wei
,
Ying Ji
,
Xue Zhong
,
Bingshan Li
TVAR: assessing tissue-specific functional effects of non-coding variants with deep learning.
Bioinform.
38 (20) (2022)
Dongdong Li
,
Li Xie
,
Bing Chai
,
Zhe Wang
,
Hai Yang
Spatial-frequency convolutional self-attention network for EEG emotion recognition.
Appl. Soft Comput.
122 (2022)
Jing Zhang
,
Xinyu Liu
,
Zhe Wang
,
Hai Yang
Graph-Based Object Semantic Refinement for Visual Emotion Recognition.
IEEE Trans. Circuits Syst. Video Technol.
32 (5) (2022)
Dongdong Li
,
Bing Chai
,
Zhe Wang
,
Hai Yang
,
Wenli Du
EEG Emotion Recognition Based on 3-D Feature Representation and Dilated Fully Convolutional Networks.
IEEE Trans. Cogn. Dev. Syst.
13 (4) (2021)
Dongdong Li
,
Ziqiu Chi
,
Bolu Wang
,
Zhe Wang
,
Hai Yang
,
Wenli Du
Entropy-based hybrid sampling ensemble learning for imbalanced data.
Int. J. Intell. Syst.
36 (7) (2021)
Hai Yang
,
Rui Chen
,
Dongdong Li
,
Zhe Wang
Subtype-GAN: a deep learning approach for integrative cancer subtyping of multi-omics data.
Bioinform.
37 (16) (2021)
Wei Guo
,
Zhe Wang
,
Sisi Hong
,
Dongdong Li
,
Hai Yang
,
Wen Du
Multi-kernel Support Vector Data Description with boundary information.
Eng. Appl. Artif. Intell.
102 (2021)
Zhe Wang
,
Tianhao Gu
,
Yiwen Zhu
,
Dongdong Li
,
Hai Yang
,
Wenli Du
FLDNet: Frame-Level Distilling Neural Network for EEG Emotion Recognition.
IEEE J. Biomed. Health Informatics
25 (7) (2021)
Tianhao Gu
,
Zhe Wang
,
Dongdong Li
,
Hai Yang
,
Wenli Du
,
Yangming Zhou
OnionNet: Single-View Depth Prediction and Camera Pose Estimation for Unlabeled Video.
IEEE Trans. Cogn. Dev. Syst.
13 (4) (2021)
Hai Yang
,
Qiang Wei
,
Dongdong Li
,
Zhe Wang
Cancer classification based on chromatin accessibility profiles with deep adversarial learning model.
PLoS Comput. Biol.
16 (11) (2020)