Hai Yang

54 papers B 2Journal 41Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
BFCP: Pursue Better Forward Compatibility Pretraining for Few-Shot Class-Incremental Learning.
IEEE Trans. Neural Networks Learn. Syst.
Zhiling Fu, Zhe Wang, Xinlei Xu, Wei Guo, Ziqiu Chi, Hai Yang, Wenli Du
2025 J jnl
Brain topographic map: A visual feature for multi-view fusion design in EEG-based biometrics.
Digit. Signal Process.
Dongdong Li, Zhongliang Zeng, Nan Huang, Zhe Wang, Hai Yang
2025 — conf
Ipvar: Advancing Pathogenicity Prediction Via Hierarchical Fusion of Structure Foundation Models Alphafold 3 and Esm C.
BIBM
Hanwen Huang, Ziquan Bao, Tianyi Zhou, Yingzhuo Wang, Qin Zhou, Ting Xiao, Qian Zhang, Zhe Liu, Dongdong Li, Hai Yang
2025 — conf
MMMNet: Multimodal Feature Fusion and Multilevel Representation Merging for Pulmonary Nodule Classification.
BIBM
Haihua Huang, Fan Yang, Dongfang Tang, Ting Xiao, Hai Yang, Zhe Wang, Wen Gao
2025 J jnl
Trans-Driver: A Deep Learning Approach for Cancer Driver Gene Discovery With Multi-Omics Data.
IEEE Trans. Comput. Biol. Bioinform.
Hai Yang, Zhenbei Yang, Lei Zhang, Yijing Yang, Dan Zhou, Dongdong Li, Jing Zhang, Zhe Wang
2024 J jnl
Brain Emotion Perception Inspired EEG Emotion Recognition With Deep Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst.
Dongdong Li, Li Xie, Zhe Wang, Hai Yang
2024 — conf
CIXG: A Comprehensive Approach to Driver Gene Identification and Causal Interpretation.
BIBM
Yawen Liu, Yiwen Chen, Shanling Nie, Hai Yang
2024 J jnl
Denoising for balanced representation: A diffusion-informed approach to causal effect estimation.
Knowl. Based Syst.
Hai Yang, Jing Yao, Zhe Wang, Yijing Yang
2024 J jnl
Emotion embedding framework with emotional self-attention mechanism for speaker recognition.
Expert Syst. Appl.
Dongdong Li, Zhuo Yang, Jinlin Liu, Hai Yang, Zhe Wang
2024 J jnl
Guided Attention and Joint Loss for Infrared Dim Small Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Yunfei Tong, Jing Liu, Zhiling Fu, Zhe Wang, Hai Yang, Saisai Niu, Qinyan Tan
2024 J jnl
MAPFF: Multiangle Pyramid Feature Fusion Network for Infrared Dim Small Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Hai Yang, Jing Liu, Zhe Wang, Zhiling Fu, Qinyan Tan, Saisai Niu
2024 — conf
Optimizing Clinical Depression Detection: Extracting Depression-Specific Feature Sets Using spFSR to Enhance Speech-Based Diagnosis.
BIBM
Wenhui Guo, Xinyu Mao, Binxiao Chen, Manyue Gu, Dongdong Li, Hai Yang
2024 J jnl
Patch-Based Semantically Enhanced Network for IR Dim and Small Targets Background Suppression.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yunfei Tong, Yue Leng, Hai Yang, Zhe Wang, Saisai Niu, Huabao Long
2024 J jnl
Relationship constraint deep metric learning.
Appl. Intell.
Yanbing Zhang, Ting Xiao, Zhe Wang, Xinru Wang, Wenyi Feng, Zhiling Fu, Hai Yang
2024 J jnl
Scale-wise discriminative region learning for medical image segmentation.
Biomed. Signal Process. Control.
Jing Zhang, Xiaoting Lai, Hai Yang, Tong Ruan
2024 J jnl
Target-Focused Enhancement Network for Distant Infrared Dim and Small Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Yunfei Tong, Yue Leng, Hai Yang, Zhe Wang
2023 J jnl
Complementary features based prototype self-updating for few-shot learning.
Expert Syst. Appl.
Xinlei Xu, Zhe Wang, Ziqiu Chi, Hai Yang, Wenli Du
2023 J jnl
Federated probability memory recall for federated continual learning.
Inf. Sci.
Zhe Wang, Yu Zhang, Xinlei Xu, Zhiling Fu, Hai Yang, Wenli Du
2023 J jnl
Frame-Level Teacher-Student Learning With Data Privacy for EEG Emotion Recognition.
IEEE Trans. Neural Networks Learn. Syst.
Tianhao Gu, Zhe Wang, Xinlei Xu, Dongdong Li, Hai Yang, Wenli Du
2023 J jnl
From multi-omics data to the cancer druggable gene discovery: a novel machine learning-based approach.
Briefings Bioinform.
Hai Yang, Lipeng Gan, Rui Chen, Dongdong Li, Jing Zhang, Zhe Wang
2023 J jnl
Identity Retention and Emotion Converted StarGAN for low-resource emotional speaker recognition.
Speech Commun.
Dongdong Li, Zhuo Yang, Zhe Wang, Hai Yang
2023 J jnl
InDEP: an interpretable machine learning approach to predict cancer driver genes from multi-omics data.
Briefings Bioinform.
Hai Yang, Yawen Liu, Yijing Yang, Dongdong Li, Zhe Wang
2023 — conf
Joint Clustering and Analyze Single Cell Multi-omics Data by scMOGAN.
BIBM
Congcong An, Yiwen Chen, Shanling Nie, Hai Yang
2023 J jnl
Knowledge aggregation networks for class incremental learning.
Pattern Recognit.
Zhiling Fu, Zhe Wang, Xinlei Xu, Dongdong Li, Hai Yang
2023 — conf
LDE-UNet: A Novel Model for Rapid COVID-19 Diagnosis via CT Image Segmentation.
BIBM
Qisong Wang, JiaRou Wu, Yingzhuo Wang, HuiLi Qu, Shanling Nie, Hai Yang
2023 B conf
Mixed Entropy Down-Sampling based Ensemble Learning for Speech Emotion Recognition.
IJCNN
Zhengji Xuan, Dongdong Li, Zhe Wang, Hai Yang
2023 — conf
Modif-SegUnet: Innovatively Advancing Liver Cancer Diagnosis and Treatment through Efficient and Meaningful Segmentation of 3D Medical Images.
BIBM
Chenhang Wang, Yujian Jin, Jiayi Liang, Yuhan Yang, Shanling Nie, Hai Yang
2023 J jnl
Multi-feature space similarity supplement for few-shot class incremental learning.
Knowl. Based Syst.
Xinlei Xu, Saisai Niu, Zhe Wang, Wei Guo, Lihong Jing, Hai Yang
2023 B conf
Multi-level Feature Joint Learning Methods for Emotional Speaker Recognition.
IJCNN
Zhongliang Zeng, Dongdong Li, Zhe Wang, Hai Yang
2023 J jnl
Multi-view dimensionality reduction learning with hierarchical sparse feature selection.
Appl. Intell.
Wei Guo, Zhe Wang, Hai Yang, Wenli Du
2023 J jnl
Multilabel Convolutional Network With Feature Denoising and Details Supplement.
IEEE Trans. Neural Networks Learn. Syst.
Tianhao Gu, Zhe Wang, ZhongLi Fang, Zonghai Zhu, Hai Yang, Dongdong Li, Wenli Du
2023 — conf
PMMVar: Leveraging Multi-level Protein Structures for Enhanced Coding Variant Pathogenicity Prediction.
BIBM
Yijia Chen, Yiwen Chen, Shanling Nie, Hai Yang
2023 J jnl
Personalized Federated Continual Learning for Task-Incremental Biometrics.
IEEE Internet Things J.
Dongdong Li, Nan Huang, Zhe Wang, Hai Yang
2023 J jnl
RLPGB-Net: Reinforcement Learning of Feature Fusion and Global Context Boundary Attention for Infrared Dim Small Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Zhe Wang, Tao Zang, Zhiling Fu, Hai Yang, Wenli Du
2023 — conf
SAMMS: Multi-modality Deep Learning with the Foundation Model for the Prediction of Cancer Patient Survival.
BIBM
Wen Zhu, Yiwen Chen, Shanling Nie, Hai Yang
2022 — conf
CFC: a Cascade Forest approach to discover Cancer driver genes using multi-omics data.
BIBM
Lei Zhang, Yijing Yang, Zhe Wang, Dongdong Li, Jingping Liu, Hai Yang
2022 J jnl
Client selection based weighted federated few-shot learning.
Appl. Soft Comput.
Xinlei Xu, Saisai Niu, Zhe Wang, Dongdong Li, Hai Yang, Wenli Du
2022 J jnl
Cost-sensitive matrixized classification learning with information entropy.
Appl. Soft Comput.
Zhe Wang, Xu Chu, Dongdong Li, Hai Yang, Weichao Qu
2022 J jnl
Graph-Based Object Semantic Refinement for Visual Emotion Recognition.
IEEE Trans. Circuits Syst. Video Technol.
Jing Zhang, Xinyu Liu, Zhe Wang, Hai Yang
2022 — conf
Multi-MedVit: a deep learning approach for the diagnosis of COVID-19 with the CT images.
BIBM
Yunjie Cai, Zeqi Zheng, Shanling Nie, Yue Guo, Ruijie Zhang, Hai Yang
2022 J jnl
Multi-attention mutual information distributed framework for few-shot learning.
Expert Syst. Appl.
Zhe Wang, Pingchuan Ma, Ziqiu Chi, Dongdong Li, Hai Yang, Wenli Du
2022 J jnl
Semantic Supplementary Network With Prior Information for Multi-Label Image Classification.
IEEE Trans. Circuits Syst. Video Technol.
Zhe Wang, ZhongLi Fang, Dongdong Li, Hai Yang, Wenli Du
2022 J jnl
Semi-supervised multiple empirical kernel learning with pseudo empirical loss and similarity regularization.
Int. J. Intell. Syst.
Wei Guo, Zhe Wang, Menghao Ma, Lilong Chen, Hai Yang, Dongdong Li, Wenli Du
2022 J jnl
Spatial-frequency convolutional self-attention network for EEG emotion recognition.
Appl. Soft Comput.
Dongdong Li, Li Xie, Bing Chai, Zhe Wang, Hai Yang
2022 J jnl
Subtype-Former: a deep learning approach for cancer subtype discovery with multi-omics data.
CoRR
Hai Yang, Yuhang Sheng, Yi Jiang, Xiaoyang Fang, Dongdong Li, Jing Zhang, Zhe Wang
2022 J jnl
TVAR: assessing tissue-specific functional effects of non-coding variants with deep learning.
Bioinform.
Hai Yang, Rui Chen, Quan Wang, Qiang Wei, Ying Ji, Xue Zhong, Bingshan Li
2021 J jnl
EEG Emotion Recognition Based on 3-D Feature Representation and Dilated Fully Convolutional Networks.
IEEE Trans. Cogn. Dev. Syst.
Dongdong Li, Bing Chai, Zhe Wang, Hai Yang, Wenli Du
2021 J jnl
Entropy-based hybrid sampling ensemble learning for imbalanced data.
Int. J. Intell. Syst.
Dongdong Li, Ziqiu Chi, Bolu Wang, Zhe Wang, Hai Yang, Wenli Du
2021 J jnl
FLDNet: Frame-Level Distilling Neural Network for EEG Emotion Recognition.
IEEE J. Biomed. Health Informatics
Zhe Wang, Tianhao Gu, Yiwen Zhu, Dongdong Li, Hai Yang, Wenli Du
2021 J jnl
Multi-kernel Support Vector Data Description with boundary information.
Eng. Appl. Artif. Intell.
Wei Guo, Zhe Wang, Sisi Hong, Dongdong Li, Hai Yang, Wen Du
2021 J jnl
OnionNet: Single-View Depth Prediction and Camera Pose Estimation for Unlabeled Video.
IEEE Trans. Cogn. Dev. Syst.
Tianhao Gu, Zhe Wang, Dongdong Li, Hai Yang, Wenli Du, Yangming Zhou
2021 J jnl
Subtype-GAN: a deep learning approach for integrative cancer subtyping of multi-omics data.
Bioinform.
Hai Yang, Rui Chen, Dongdong Li, Zhe Wang
2020 J jnl
Cancer classification based on chromatin accessibility profiles with deep adversarial learning model.
PLoS Comput. Biol.
Hai Yang, Qiang Wei, Dongdong Li, Zhe Wang
2019 J jnl
De novo pattern discovery enables robust assessment of functional consequences of non-coding variants.
Bioinform.
Hai Yang, Rui Chen, Quan Wang, Qiang Wei, Ying Ji, Guangze Zheng, Xue Zhong, Nancy J. Cox, Bingshan Li