- 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
- 质疑
- 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
- 质疑
- Denoising for a Balanced Representation in Treatment Effect Estimation被引量：48收藏
- 作者：Yang, Hai Yao, Jing Wang, Zhe Yang, Yijing
- 机构： Department of Computer Science and Engineering; Department of Computer Science
- 来源：SSRN 2024
- 关键词：Machine learning
- 质疑
- 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
- 质疑
- 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
- 质疑
- 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
- 质疑
- Subtype-Former: a deep learning approach for cancer subtype discovery with multi-omics data被引量：42收藏
- 作者：Yang, Hai Sheng, Yuhang Jiang, Yi Fang, Xiaoyang Li, Dongdong Zhang, Jing Wang, Zhe
- 机构： Department of Computer Science and Engineering; Department of Epidemiology and Biostatistics; Jacobs Technion-Cornell Institute
- 来源：arXiv 2022
- 关键词：Diseases - Formal languages - HTTP - K-means clustering - Learning systems
- 质疑
- Multi-level Feature Joint Learning Methods for Emotional Speaker Recognition被引量：41收藏
- 作者：Zeng, Zhongliang Li, Dongdong Wang, Zhe Yang, Hai
- 机构： School of Information Science and Engineering
- 来源：Proceedings of the International Joint Conference on Neural Networks 2023
- 关键词：Emotion Recognition - Speech recognition
- 质疑
- 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
- 质疑
- CIXG: A Comprehensive Approach to Driver Gene Identification and causal Interpretation被引量：35收藏
- 作者：Liu, Yawen Chen, Yiwen Nie, Shanling Yang, Hai
- 机构： East China University of Science and Technology; Shanghai Key Laboratory of Computer Software Evaluating and Testing; National University of Singapore; University of Sydney
- 来源：Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024 2024
- 关键词：Contrastive Learning - Genome
- 质疑
- 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)
- 质疑
- Task Enhancement and Global-Local Information Fusion for Few-Shot Gas Recognition被引量：32收藏
- 作者：Tian, Heng Wu, Zhihao Yang, Hai Wang, Zhe
- 机构： East China University of Science and Technology
- 来源：Proceedings of the International Joint Conference on Neural Networks 2025
- 关键词：Classification (of information) - Data mining - Extraction - Gas detectors - Information fusion - Information retrieval - Learning algorithms - Learning systems
- 质疑
- 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
- 质疑
- Mixed Entropy Down-Sampling based Ensemble Learning for Speech Emotion Recognition被引量：30收藏
- 作者：Xuan, Zhengji Li, Dongdong Wang, Zhe Yang, Hai
- 机构： East China University of Science and Technology
- 来源：Proceedings of the International Joint Conference on Neural Networks 2023
- 关键词：Adaptive boosting - Convolutional neural networks - Deep learning - Emotion Recognition - Iterative methods - Neural network models - Speech recognition
- 质疑
- 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
- 质疑
- PMMVar: Leveraging Multi-level Protein Structures for Enhanced Coding Variant Pathogenicity Prediction被引量：28收藏
- 作者：Chen, Yijia Chen, Yiwen Nie, Shanling Yang, Hai
- 机构： East China University of Science and Technology; Shanghai Key Laboratory of Computer Software Evaluating and Testing; National University of Singapore; The University of Sydney
- 来源：Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023 2023
- 质疑
- Multi-MedVit: a deep learning approach for the diagnosis of COVID-19 with the CT images被引量：26收藏
- 作者：Cai, Yunjie Zheng, Zeqi Nie, Shanling Guo, Yue Zhang, Ruijie Yang, Hai
- 机构： East China University of Science and Technology; Shanghai Key Laboratory of Computer Software Evaluating and Testing; University of Southampton
- 来源：Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022 2022
- 关键词：Computerized tomography - Deep learning - Image classification - Learning systems
- 质疑
- 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
- 质疑
- 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
- 质疑
- 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
- 质疑
- SAMMS: Multi-modality Deep Learning with the Foundation Model for the Prediction of cancer Patient Survival被引量：23收藏
- 作者：Zhu, Wen Chen, Yiwen Nie, Shanling Yang, Hai
- 机构： East China University of Science and Technology; Shanghai Key Laboratory of Computer Software Evaluating and Testing; National University of Singapore; The University of Sydney
- 来源：Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023 2023
- 质疑
- 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
- 质疑
- cfC: a cascade Forest approach to discover cancer driver genes using multi-omics data被引量：22收藏
- 作者：Zhang, Lei Yang, Yijing Wang, Zhe Li, Dongdong Liu, Jingping Yang, Hai
- 机构： East China University of Science and Technology; Shanghai Key Laboratory of Computer Software Evaluating and Testing; University of Illinois Urbana-Champaign
- 来源：Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022 2022
- 关键词：Deep learning - Diseases - Learning systems
- 质疑
- 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
- 质疑
- 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
- 质疑
- CKNA: Kernel Hyperparameters Optimization Method for Group-Wise CNNs被引量：19收藏
- 作者：Huang, Rongjin Qu, Shifeng Yang, Hai Wang, Zhanquan
- 机构： Institute of Information Science and Engineering; Key Laboratory of Smart Manufacturing in Energy Chemical Process
- 来源：Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
- 关键词：Image enhancement
- 质疑
- 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
- 质疑
- 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
- 质疑
- Joint Clustering and Analyze Single Cell Multi-omics Data by scMOGAN被引量：15收藏
- 作者：An, Congcong Chen, Yiwen Nie, Shanling Yang, Hai
- 机构： East China University of Science and Technology; Shanghai Key Laboratory of Computer Software Evaluating and Testing; National University of Singapore; The University of Sydney
- 来源：Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023 2023
- 质疑
- 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
- 质疑
