成果/Result
- Image Synthesis under Limited Data: A Survey and Taxonomy被引量：231收藏
- 作者：Yang, Mengping Wang, Zhe
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process; Department of Computer Science and Engineering
- 来源：arXiv 2023
- 关键词：Data accuracy - Data consistency
- Entropy-based fuzzy support vector machine for imbalanced datasets被引量：140收藏
- 作者：Fan, Qi Wang, Zhe Li, Dongdong Gao, Daqi Zha, Hongyuan
- 机构：East China Univ Sci & Technol;Georgia Inst Technol;Soochow Univ
- 来源：KNOWLEDGE-BASED SYSTEMS 2017
- 关键词：Information entropy Fuzzy support vector machine Imbalanced dataset Pattern recognition
- 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
- Geometric Structural Ensemble Learning for Imbalanced Problems被引量：100收藏
- 作者：Zhu, Zonghai Wang, Zhe Li, Dongdong Zhu, Yujin Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON CYBERNETICS 2020
- 关键词：Basic classifier ensemble learning geometric structure imbalanced problems machine learning relaxation techniques
- Speech emotion recognition using recurrent neural networks with directional self-attention被引量：92收藏
- 作者：Li, Dongdong Liu, Jinlin Yang, Zhuo Sun, Linyu Wang, Zhe
- 机构：East China Univ Sci & Technol;Soochow Univ
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2021
- 关键词：Speech emotion recognition Bi-directional long-short term memory with directional self-attention Self-attention Autocorrelation
- Cross on Cross Attention: Deep Fusion Transformer for Image Captioning被引量：86收藏
- 作者：Zhang, Jing Xie, Yingshuai Ding, Weichao Wang, Zhe
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 2023
- 关键词：Image captioning deep fusion transformer global cross encoder cross on cross attention
- Entropy and Confidence-Based Undersampling Boosting Random Forests for Imbalanced Problems被引量：84收藏
- 作者：Wang, Zhe Cao, Chenjie Zhu, Yujin
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2020
- 关键词：Entropy Radio frequency Boosting Decision trees Training Random forests Heuristic algorithms Confidence ensemble learning entropy imbalanced problems random forests (RFs) undersampling
- 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
- EEG Emotion Recognition Based on an Implicit Emotion Regulatory Mechanism被引量：75收藏
- 作者：Li, Dongdong Jin, Zhishuo Shen, Yujun Wang, Zhe Jiang, Suo
- 机构： East China University of Science and Technology; Wenzhou Medical University
- 来源：IEEE Transactions on Artificial Intelligence 2025
- 关键词：Adversarial machine learning - Electroencephalography - Emotion Recognition - Federated learning
- FreeCus: Free Lunch Subject-driven Customization in Diffusion Transformers被引量：68收藏
- 作者：Zhang, Yanbing Wang, Zhe Zhou, Qin Yang, Mengping
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process; Department of Computer Science and Engineering; Shanghai Academy of Al for Science
- 来源：arXiv 2025
- 关键词：Diffusion - Electric transformers - Feature extraction - Large datasets - Semantics
- Unsupervised Brain Anomaly Detection Using Structure-Preserving Noise Generation and Multi-Scale Dual-Expert Ensembles被引量：66收藏
- 作者：Yang, Qianyi Huang, Bingcang Zhou, Qin Wang, Zhe Chen, Kai Tang, Xiu Yao, Chang Wu, Sai
- 机构： Zhejiang University; Zhejiang University; Gongli Hospital of Shanghai Pudong New Area; East China University of Science and Technology; Zhejiang University
- 来源：IEEE Journal of Biomedical and Health Informatics 2025
- 关键词：Anomaly detection - Brain - Diagnosis - Errors - Knowledge transfer - Learning systems - Pattern recognition
- FAD3QN: A Brain-Inspired Deep Reinforcement Learning Model for Speech Depression Detection被引量：64收藏
- 作者：Li, Dongdong Yao, Jia Wang, Zhe Yi, Yichao
- 机构： East China University of Science and Technology; Changning District Mental Health Center
- 来源：IEEE Transactions on Computational Social Systems 2025
- 关键词：Brain - Deep neural networks - Deep reinforcement learning - Emotion Recognition - Long short-term memory - Psychology computing - Speech communication
- Cross-modal heterogeneous graph reasoning network for visual question answering被引量：63收藏
- 作者：Zhang, Jing Teng, Jiong Ding, Weichao Wang, Zhe
- 机构： Department of Computer Science and Engineering
- 来源：Neural Computing and Applications 2025
- 关键词：Modal analysis
- Improving Few-shot Image Generation by Structural Discrimination and Textural Modulation被引量：62收藏
- 作者：Yang, Mengping Wang, Zhe Feng, Wenyi Zhang, Qian Xiao, Ting
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process; Department of Computer Science and Engineering
- 来源：arXiv 2023
- 关键词：Semantics
- Adversarial Semantic Augmentation for Training Generative Adversarial Networks under Limited Data被引量：61收藏
- 作者：Yang, Mengping Wang, Zhe Chi, Ziqiu Li, Dongdong Du, Wenli
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process; Department of Computer Science & Engineering
- 来源：arXiv 2025
- 关键词：Adversarial machine learning - Data assimilation
- WaveGAN: Frequency-Aware GAN for High-Fidelity Few-Shot Image Generation被引量：59收藏
- 作者：Yang, Mengping Wang, Zhe Chi, Ziqiu Feng, Wenyi
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：COMPUTER VISION - ECCV 2022, PT XV 2022
- 关键词：GANs Few-shot learning Image generation Wavelet trasformation
- Attention Calibration for Disentangled Text-to-Image Personalization被引量：58收藏
- 作者：Zhang, Yanbing Yang, Mengping Zhou, Qin Wang, Zhe
- 机构： Department of Computer Science and Engineering; Key Laboratory of Smart Manufacturing in Energy Chemical Process
- 来源：arXiv 2024
- 关键词：Calibration
- Semantic-Aware Generator and Low-level Feature Augmentation for Few-shot Image Generation被引量：58收藏
- 作者：Wang, Zhe Guan, Jiaoyan Yang, Mengping Xiao, Ting Chi, Ziqiu
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process; Department of Computer Science and Engineering
- 来源：MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia 2023
- 关键词：Computer vision - Semantic Web - Semantics
- FreGAN: Exploiting Frequency Components for Training GANs under Limited Data被引量：55收藏
- 作者：Yang, Mengping Wang, Zhe Chi, Ziqiu Zhang, Yanbing
- 机构： Department of Computer Science and Engineering; Key Laboratory of Smart Manufacturing in Energy Chemical Process
- 来源：arXiv 2022
- Saccade Inspired Attentive Visual Patch Transformer for Image Sentiment Analysis被引量：50收藏
- 作者：Zhang, Jing Liu, Jiangpei Zhang, Xinzhou Sun, Han Wang, Zhe
- 机构： Department of Computer Science and Engineering
- 来源：SSRN 2024
- 关键词：Behavioral research - Encoding (symbols) - Eye movements - Image analysis - Signal encoding
- 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
- 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
- Adaptive Semantic-Enhanced Transformer for Image Captioning被引量：47收藏
- 作者：Zhang, Jing Fang, Zhongjun Sun, Han Wang, Zhe
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2024
- 关键词：Semantics Visualization Decoding Transformers Adaptation models Detectors Image reconstruction Adaptive gated mechanism (AGM) adaptive semantic-enhanced transformer (AS-Transformer) constrained weakly supervised learning image captioning
- Variable population memetic search: A case study on the critical node problem被引量：47收藏
- 作者：Zhou, Yangming Hao, Jin-Kao Fu, Zhang-Hua Wang, Zhe Lai, Xiangjing
- 机构： School of Information Science and Engineering; Key Laboratory of Advanced Control and Optimization for Chemical Processes; Department of Computer Science; Institut Universitaire de France; Robotics Laboratory for Logistics Service
- 来源：arXiv 2019
- 关键词：Benchmarking
- Global and local multi-view multi-label learning被引量：45收藏
- 作者：Zhu, Changming Miao, Duoqian Wang, Zhe Zhou, Rigui Wei, Lai Zhang, Xiafen
- 机构：Shanghai Maritime Univ;Tongji Univ;East China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2020
- 关键词：Multi-label Label correlation Multi-view
- 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
- 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
- WaveGAN: Frequency-Aware GAN for High-Fidelity Few-Shot Image Generation被引量：43收藏
- 作者：Yang, Mengping Wang, Zhe Chi, Ziqiu Feng, Wenyi
- 机构： Department of Computer Science and Engineering; Key Laboratory of Smart Manufacturing in Energy Chemical Process
- 来源：Lecture Notes in Computer Science 2022
- 关键词：Computer vision - Generative adversarial networks
- Learnable Retrieval Enhanced Visual-Text Alignment and Fusion for Radiology Report Generation被引量：43收藏
- 作者：Zhou, Qin Liang, Guoyan Li, Xindi Chen, Jingyuan Wang, Zhe Yao, Chang Wu, Sai
- 机构： Ecust; Key Laboratory of Smart Manufacturing in Energy Chemical Process; Zhejiang University; Hangzhou High-Tech Zone Institute of Blockchain and Data Security
- 来源：Proceedings of the IEEE International Conference on Computer Vision 2025
- EmoLat: Text-driven Image Sentiment Transfer via Emotion Latent Space被引量：43收藏
- 作者：Zhang, Jing Fan, Bingjie Zhu, Jixiang Wang, Zhe
- 机构： department of Computer Science and Engineering
- 来源：arXiv 2026
- 关键词：Image analysis - Large datasets - Latent semantic analysis - Modal analysis - Sentiment analysis
