成果/Result
- Subtype-GAN: a deep learning approach for integrative cancer subtyping of multi-omics data被引量：111收藏
- 作者：Yang, Hai Chen, Rui Li, Dongdong Wang, Zhe
- 机构：East China Univ Sci & Technol;Vanderbilt Univ;Vanderbilt Univ
- 来源：BIOINFORMATICS 2021
- Spatial-frequency convolutional self-attention network for EEG emotion recognition被引量：80收藏
- 作者：Li, Dongdong Xie, Li Chai, Bing Wang, Zhe Yang, Hai
- 机构：East China Univ Sci & Technol
- 来源：APPLIED SOFT COMPUTING 2022
- 关键词：Electroencephalogram Emotion recognition Spatial-frequency convolutional self-attention network (SFCSAN) Spatial Frequency
- Semantic Supplementary Network With Prior Information for Multi-Label Image Classification被引量：48收藏
- 作者：Wang, Zhe Fang, Zhongli Li, Dongdong Yang, Hai Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 2022
- 关键词：Semantics Feature extraction Predictive models Image recognition Task analysis Sports Deep learning Multi-label classification semantic supplementary network prior information deep neural network
- Brain Emotion Perception Inspired EEG Emotion Recognition With Deep Reinforcement Learning被引量：44收藏
- 作者：Li, Dongdong Xie, Li Wang, Zhe Yang, Hai
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2024
- 关键词：Thalamus Frontal lobe Reinforcement learning Electroencephalography Emotion recognition Hypothalamus Brain modeling Electroencephalogram (EEG) emotion perception emotion recognition reinforcement learning
- FLDNet: Frame-Level Distilling Neural Network for EEG Emotion Recognition被引量：44收藏
- 作者：Wang, Zhe Gu, Tianhao Zhu, Yiwen Li, Dongdong Yang, Hai Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS 2021
- 关键词：Electroencephalography Emotion recognition Feature extraction Logic gates Brain modeling Training Correlation Knowledge distillation self-attention teacher-student structure neural network EEG emotion recognition
- Knowledge aggregation networks for class incremental learning被引量：38收藏
- 作者：Fu, Zhiling Wang, Zhe Xu, Xinlei Li, Dongdong Yang, Hai
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：PATTERN RECOGNITION 2023
- 关键词：Class incremental learning catastrophic forgetting Dual-branch network Knowledge aggregation Model compression
- EEG Emotion Recognition Based on 3-D Feature Representation and Dilated Fully Convolutional Networks被引量：33收藏
- 作者：Li, Dongdong Chai, Bing Wang, Zhe Yang, Hai Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS 2021
- 关键词：Electroencephalography Feature extraction Electrodes Brain modeling Emotion recognition Convolution Task analysis 3-D feature representation (3DFR) dilated fully convolutional networks (DFCN) electroencephalogram (EEG) spectral norm regularization (SNR)
- Entropy-based hybrid sampling ensemble learning for imbalanced data被引量：31收藏
- 作者：Dongdong, Li Ziqiu, Chi Bolu, Wang Zhe, Wang Hai, Yang Wenli, Du
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Soochow Univ
- 来源：INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 2021
- 关键词：ensemble hybrid sampling imbalanced data information entropy pattern recognition
- Secure Zonotopic Set-Membership State Estimation for Multirate Complex Networks Under Encryption-Decryption Mechanism被引量：30收藏
- 作者：Yang, Hao Yan, Huaicheng Li, Yan Wen, Paul Yang, Fuwen
- 机构：East China Univ Sci & Technol;Chengdu Univ;Univ Southern Queensland;Univ Southern Queensland;Griffith Univ
- 来源：IEEE TRANSACTIONS ON AUTOMATIC CONTROL 2024
- 关键词：Encryption-decryption mechanism (EDM) multirate complex networks (MRCNs) nonlinear systems zonotopic state estimation
- MAPFF: Multiangle Pyramid Feature Fusion Network for Infrared Dim Small Target Detection被引量：24收藏
- 作者：Yang, Hai Liu, Jing Wang, Zhe Fu, Zhiling Tan, Qinyan Niu, Saisai
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;China Aerosp Sci & Technol Corp
- 来源：IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 2024
- 关键词：Feature extraction Object detection Fuses Task analysis Semantics Kernel Image segmentation Attention mechanism feature fusion infrared small target object detection
- Frame-Level Teacher-Student Learning With Data Privacy for EEG Emotion Recognition被引量：24收藏
- 作者：Gu, Tianhao Wang, Zhe Xu, Xinlei Li, Dongdong Yang, Hai Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2023
- 关键词：Electroencephalography Emotion recognition Feature extraction Brain modeling Robustness Training Logic gates Data privacy (DP) electroencephalogram (EEG) emotion recognition neural network teacher-student network
- RLPGB-Net: Reinforcement Learning of Feature Fusion and Global Context Boundary Attention for Infrared Dim Small Target Detection被引量：24收藏
- 作者：Wang, Zhe Zang, Tao Fu, Zhiling Yang, Hai Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 2023
- 关键词：Global context boundary attention (GB) infrared dim target pyramid feature fusion reinforcement learning
- Federated probability memory recall for federated continual learning被引量：23收藏
- 作者：Wang, Zhe Zhang, Yu Xu, Xinlei Fu, Zhiling Yang, Hai Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：INFORMATION SCIENCES 2023
- 关键词：catastrophic forgetting Federated continual learning Knowledge distillation
- Multi-attention mutual information distributed framework for few-shot learning被引量：22收藏
- 作者：Wang, Zhe Ma, Pingchuan Chi, Ziqiu Li, Dongdong Yang, Hai Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2022
- 关键词：Few-shot learning Attention mechanism Mutual learning Distributed learning
- Multi-feature space similarity supplement for few-shot class incremental learning被引量：22收藏
- 作者：Xu, Xinlei Niu, Saisai Wang, Zhe Guo, Wei Jing, Lihong Yang, Hai
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Shanghai Aerosp Control Technol Inst;China Aerosp Sci & Technol Corp
- 来源：KNOWLEDGE-BASED SYSTEMS 2023
- 关键词：Few -shot class incremental learning Incremental learning Prototype learning
- Graph-Based Object Semantic Refinement for Visual Emotion Recognition被引量：16收藏
- 作者：Zhang, Jing Liu, Xinyu Wang, Zhe Yang, Hai
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 2022
- 关键词：Visualization Semantics Feature extraction Emotion recognition Analytical models Predictive models Neural networks Object semantics graph based object semantic refinement model graph convolutional networks visual emotion recognition
- Neural-Network-Based Set-Membership Filtering Under WTOD Protocols via a Novel Event-Triggered Compensation Mechanism被引量：15收藏
- 作者：Yang, Hao Yan, Huaicheng Zhou, Jing Zhang, Yilian Chang, Yufang
- 机构：East China Univ Sci & Technol;Hubei Univ Technol;Jianghan Univ;Shanghai Maritime Univ
- 来源：IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS 2024
- 关键词：Event-triggered compensation mechanism neural-networks (NNs) set-membership filtering weighted try-once-discard (WTOD) protocol
- Target-Focused Enhancement Network for Distant Infrared Dim and Small Target Detection被引量：15收藏
- 作者：Tong, Yunfei Leng, Yue Yang, Hai Wang, Zhe
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 2024
- 关键词：Feature extraction Object detection Training Semantics Transformers Data models Data augmentation Interference Attention mechanisms Internet Adaptive fusion autoaugment long-distance constraint (LDC) long-distance infrared small targets
- Multi-kernel Support Vector Data Description with boundary information被引量：14收藏
- 作者：Guo, Wei Wang, Zhe Hong, Sisi Li, Dongdong Yang, Hai Du, Wen
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;DS Informat Technol Co Ltd
- 来源：ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2021
- 关键词：One-Class Classification Multiple Kernel Learning Boundary information Kernel weights Pattern recognition
- Complementary features based prototype self-updating for few-shot learning被引量：13收藏
- 作者：Xu, Xinlei Wang, Zhe Chi, Ziqiu Yang, Hai Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2023
- 关键词：Few-shot learning Prototype learning Complementary features
- Client selection based weighted federated few-shot learning被引量：13收藏
- 作者：Xu, Xinlei Niu, Saisai Zhe, Wanga Li, Dongdong Yang, Hai Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Shanghai Aerosp Control Technol Inst;China Aerosp Sci & Technol Corp
- 来源：APPLIED SOFT COMPUTING 2022
- 关键词：Federated learning Few-shot learning Meta learning Image classification
- Cost-sensitive matrixized classification learning with information entropy被引量：11收藏
- 作者：Wang, Zhe Chu, Xu Li, Dongdong Yang, Hai Qu, Weichao
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：APPLIED SOFT COMPUTING 2022
- 关键词：Cost-sensitive learning Matrixized learning Information entropy Image classification Pattern recognition
- Multi-view dimensionality reduction learning with hierarchical sparse feature selection被引量：8收藏
- 作者：Guo, Wei Wang, Zhe Yang, Hai Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：APPLIED INTELLIGENCE 2023
- 关键词：Multi-view learning Dimensionality reduction View selection Feature selection
- ESTformer: Transformer utilising spatiotemporal dependencies for electroencephalogram super-resolution被引量：7收藏
- 作者：Li, Dongdong Zeng, Zhongliang Wang, Zhe Yang, Hai
- 机构：East China Univ Sci & Technol
- 来源：KNOWLEDGE-BASED SYSTEMS 2025
- 关键词：Transformer Electroencephalogram (EEG) Masked autoencoders (MAEs) Super-resolution (SR)
- Semi-supervised multiple empirical kernel learning with pseudo empirical loss and similarity regularization被引量：7收藏
- 作者：Guo, Wei Wang, Zhe Ma, Menghao Chen, Lilong Yang, Hai Li, Dongdong Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 2022
- 关键词：machine learning multiple empirical kernel learning multiple kernel learning semi-supervised learning supervised learning
- OnionNet: Single-View Depth Prediction and camera Pose Estimation for Unlabeled Video被引量：6收藏
- 作者：Gu, Tianhao Wang, Zhe Li, Dongdong Yang, Hai Du, Wenli Zhou, Yangming
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS 2021
- 关键词：cameras Training Pose estimation Geometry Robustness Task analysis Decoding camera pose estimation multitask learning single-view depth prediction unsupervised learning
- cancer classification based on chromatin accessibility profiles with deep adversarial learning model被引量：6收藏
- 作者：Yang, Hai Wei, Qiang Li, Dongdong Wang, Zhe
- 机构：East China Univ Sci & Technol;Vanderbilt Univ;Vanderbilt Univ
- 来源：PLOS COMPUTATIONAL BIOLOGY 2020
- 关键词：Classification (of information) - Deep learning - Diagnosis - Diseases - Genes
- Guided Attention and Joint Loss for Infrared Dim Small Target Detection被引量：6收藏
- 作者：Tong, Yunfei Liu, Jing Fu, Zhiling Wang, Zhe Yang, Hai Niu, Saisai Tan, Qinyan
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;China Aerosp Sci & Technol Corp;China Aerosp Sci & Technol Corp
- 来源：IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 2024
- 关键词：Feature extraction Object detection Accuracy Attention mechanisms Sensitivity GeoSCIence and remote sensing Fitting Detection algorithms Deep learning Windows Guided-attention (GA) mechanism infrared dim small target (IDST) detection joint loss (JL) positional bias YOLO series
- Emotion embedding framework with emotional self-attention mechanism for speaker recognition被引量：5收藏
- 作者：Li, Dongdong Yang, Zhuo Liu, Jinlin Yang, Hai Wang, Zhe
- 机构：East China Univ Sci & Technol
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2024
- 关键词：Speaker recognition Emotional states Emotion embedding Emotional self-attention
- BFCP: Pursue Better Forward Compatibility Pretraining for Few-Shot Class-Incremental Learning被引量：4收藏
- 作者：Fu, Zhiling Wang, Zhe Xu, Xinlei Guo, Wei Chi, Ziqiu Yang, Hai Du, Wenli
- 机构：Minist Educ;East China Univ Sci & Technol;Minist Educ
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2025
- 关键词：Prototypes Power capacitors Training Feature extraction Incremental learning Data models Computational modeling Accuracy Knowledge engineering Smart manufacturing Few-shot class-incremental learning (FSCIL) forward compatibility pretraining prototype learning
