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
- FSAD-Net: Feedback Spatial Attention Dehazing Network被引量：122收藏
- 作者：Zhou, Yu Chen, Zhihua Li, Ping Song, Haitao Chen, C. L. Philip Sheng, Bin
- 机构：East China Univ Sci & Technol;Hong Kong Polytech Univ;Shanghai Jiao Tong Univ;South China Univ Technol;Dalian Maritime Univ
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2023
- 关键词：Atmospheric modeling Image color analysis Image restoration Scattering Feature extraction Correlation Indexes Dehazing network image dehazing recurrent structure spatial attention mechanism
- EEG classification using sparse Bayesian extreme learning machine for brain-computer interface被引量：114收藏
- 作者：Jin, Zhichao Zhou, Guoxu Gao, Daqi Zhang, Yu
- 机构：East China Univ Sci & Technol;Guangdong Univ Technol;Stanford Univ
- 来源：NEURAL COMPUTING & APPLICATIONS 2020
- 关键词：Brain-computer interface Electroencephalogram Motor imagery Extreme learning machine Sparse Bayesian learning
- 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
- MNGNAS: Distilling Adaptive Combination of Multiple Searched Networks for One-Shot Neural Architecture Search被引量：109收藏
- 作者：Chen, Zhihua Qiu, Guhao Li, Ping Zhu, Lei Yang, Xiaokang Sheng, Bin
- 机构：East China Univ Sci & Technol;Hong Kong Polytech Univ;Hong Kong Polytech Univ;Hong Kong Univ Sci & Technol Guangzhou;Hong Kong Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 2023
- 关键词：Computer architecture Training Neural networks Search problems Heuristic algorithms Computational modeling Knowledge engineering Image recognition knowledge distillation multiple searched networks neural architecture search
- Tracking clusters in evolving data streams over sliding windows被引量：103收藏
- 作者：Zhou, Aoying Cao, Feng Qian, Weining Jin, Cheqing
- 机构：Fudan Univ;IBM China Res Lab;E China Univ Sci & Technol
- 来源：KNOWLEDGE AND INFORMATION SYSTEMS 2008
- 关键词：cluster tracking evolving data streams sliding windows
- 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
- Bug report priority prediction using social and technical features被引量：99收藏
- 作者：Huang, Zijie Shao, Zhiqing Fan, Guisheng Yu, Huiqun Yang, Kang Zhou, Ziyi
- 机构： Department of Computer Science and Engineering
- 来源：Journal of Software: Evolution and Process 2024
- 关键词：Program debugging - Social aspects - Software engineering - Tracking (position)
- ST-Unet: Swin Transformer boosted U-Net with Cross-Layer Feature Enhancement for medical image segmentation被引量：90收藏
- 作者：Zhang, Jing Qin, Qiuge Ye, Qi Ruan, Tong
- 机构：East China Univ Sci & Technol
- 来源：COMPUTERS IN BIOLOGY AND MEDICINE 2023
- 关键词：Medical image segmentation Swin Transformer ST-Unet Cross-layer feature enhancement
- A Survey of Research on Few-Shot Relation Classification被引量：90收藏
- 作者：Zhang, YaChuan Guo, Yi
- 机构： Department of Computer Science and Engineering; Shanghai Engineering Research Center of Big Data Internet Audience; Business Intelligence and Visualization Research Center
- 来源：SSRN 2024
- 关键词：Classification (of information)
- Personalized and Adaptive Diet Recommendation for Individuals with Cardiovascular Diseases被引量：87收藏
- 作者：Liu, Quanchen Xiong, Bingqing Cai, Zhao Zhang, Hengrun Tan, Chee-Wee Liu, Xiaohui
- 机构： International Business School; Department of Digitalization; Deakin Business School; University of Nottingham Ningbo China; School of Information Science and Engineering
- 来源：ACM Transactions on Management Information Systems 2026
- 关键词：Behavioral research - Computation theory - Cooking - Food ingredients - Human computer interaction - Human engineering - Nutrition - Recommender systems - User interfaces
- Multi-Neighborhood Simulated Annealing-Based Iterated Local Search for Colored Traveling Salesman Problems被引量：87收藏
- 作者：Zhou, Yangming Xu, Wenqiang Fu, Zhang-Hua Zhou, MengChu
- 机构：Shanghai Jiao Tong Univ;Macau Univ Sci & Technol;East China Univ Sci & Technol;Chinese Univ Hong Kong Shenzhen;Chinese Univ Hong Kong Shenzhen
- 来源：IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS 2022
- 关键词：Urban areas Color Traveling salesman problems Simulated annealing Biological cells Upper bound Robots Multi-neighborhood search simulated annealing iterated local search colored traveling salesman problem
- 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
- 关于构建全国统一的数据资产登记体系的思考被引量：85收藏
- 作者：黄丽华 郭梦珂 邵志清 秦璇 汤奇峰
- 机构：复旦大学管理学院;华东理工大学计算机科学与工程系;上海数据交易所有限公司
- 来源：《中国科学院院刊》 2022
- 关键词：数据资产 数据要素市场 数据资产登记 统一市场
- 摘要：数据资产登记是我国数据要素市场体系建设的重要组成部分。近几年我国个别地区和机构开始了数据资产登记工作的探索。然而,我国目前存在着数据资产登记概念不清晰、登记制度和服务体系缺失等问题。文章在总结我国现有部分典型资产登记制度...
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- Federated Graph Neural Network for Fast Anomaly Detection in Controller Area Networks被引量：85收藏
- 作者：Zhang, Hengrun Zeng, Kai Lin, Shuai
- 机构：East China Univ Sci & Technol;George Mason Univ;Shanghai Inst Technol
- 来源：IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY 2023
- 关键词：Intrusion detection Anomaly detection Training Electronic mail Delays Data privacy Data models CAN bus intrusion detection graph neural network two-stage classifier cascade federated learning
- 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
- 数据表k-匿名化的微聚集算法研究被引量：84收藏
- 作者：韩建民 岑婷婷 虞慧群
- 机构：华东理工大学计算机科学与工程系;浙江师范大学数理与信息工程学院
- 来源：《电子学报》 2008
- 关键词：k-匿名 泛化/隐匿 微数据 微聚集 隐私保护
- 摘要：数据表的k-匿名化(k-anonymization)是数据发布时保护私有信息的一种重要方法.泛化/隐匿是实现k-匿名的传统技术,然而,该技术存在效率低、k-匿名化后数据的可用性差等问题.近年来,微聚集(Microaggr...
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- 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
- Predicting community smells’ occurrence on individual developers by sentiments被引量：78收藏
- 作者：Huang, Zijie Shao, Zhiqing Fan, Guisheng Gao, Jianhua Zhou, Ziyi Yang, Kang Yang, Xingguang
- 机构： Department of Computer Science and Engineering; Department of Computer Science and Technology
- 来源：arXiv 2021
- 关键词：Forecasting - Odors - Open source software - Open systems - Productivity
- Software Defect Prediction via Attention-Based Recurrent Neural Network被引量：76收藏
- 作者：Fan, Guisheng Diao, Xuyang Yu, Huiqun Yang, Kang Chen, Liqiong
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testi;Shanghai Inst Technol
- 来源：SCIENTIFIC PROGRAMMING 2019
- 关键词：Trees (mathematics) - Program debugging - Defects - Semantics - Software reliability - Syntactics - Forecasting - Open source software
- 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
- Structure-Aware Motion Deblurring Using Multi-Adversarial Optimized CycleGAN被引量：75收藏
- 作者：Wen, Yang Chen, Jie Sheng, Bin Chen, Zhihua Li, Ping Tan, Ping Lee, Tong-Yee
- 机构：Shanghai Jiao Tong Univ;Samsung Elect China Res & Dev Ctr;East China Univ Sci & Technol;Hong Kong Polytech Univ;Simon Fraser Univ
- 来源：IEEE TRANSACTIONS ON IMAGE PROCESSING 2021
- 关键词：Image edge detection Kernel Image restoration Estimation Training data Generative adversarial networks Computer architecture Unsupervised image deblurring multi-adversarial structure-aware edge refinement
- 基于Petri网的服务组合故障诊断与处理被引量：73收藏
- 作者：范贵生 虞慧群 陈丽琼 刘冬梅
- 机构：华东理工大学计算机科学与工程系;上海市计算机软件评测重点实验室;上海应用技术学院计算机科学与信息工程系
- 来源：《软件学报》 2010
- 关键词：Petri网 服务组合 故障处理 CTL(computational tree logic) 可靠性
- 摘要：通过分析服务组合的故障需求,给出服务组合故障处理的框架.该框架采用Petri网来解决服务组合的错误发现及其处理问题.重点讨论了可用服务失败、组件失败及网络故障的情况,并相应地给出了服务组合故障模型.在此基础上对故障处理模...
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- Diluie: constructing diverse demonstrations of in-context learning with large language model for unified information extraction被引量：70收藏
- 作者：Guo, Qian Guo, Yi Zhao, Jin
- 机构： Department of Computer Science and Engineering; Shanghai Key Laboratory of Data Science
- 来源：Neural Computing and Applications 2024
- 关键词：Computational linguistics - Information retrieval - Learning systems - Modeling languages - Semantics - Zero-shot learning
- 敏捷软件过程的研究被引量：68收藏
- 作者：沈备军 陈诚 居德华
- 机构：华东理工大学计算机科学与工程系;中国科学院软件研究所
- 来源：《计算机研究与发展》 2002
- 关键词：敏捷软件过程 过程建模 过程分析 优化 软件工程 软件开发
- 摘要：敏捷软件过程可能成为最适应软件开发全球化、个性化、快速化、高质量新格局的先进开发模式 ,它能够帮助软件企业快速响应市场赢得竞争 .针对这一趋势 ,系统分析软件开发的敏捷性需求 ,总结出敏捷软件过程的 5种典型特征 ,如并...
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- 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
- Energy and time efficient task offloading and resource allocation on the generic IoT-fog-cloud architecture被引量：67收藏
- 作者：Sun, Huaiying Yu, Huiqun Fan, Guisheng Chen, Liqiong
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testi;Shanghai Engn Res Ctr Smart Energy;Shanghai Inst Technol
- 来源：PEER-TO-PEER NETWORKING AND APPLICATIONS 2020
- 关键词：IoT Cloud Fog Resource allocation Completion time Energy consumption
- 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
- 面向敏感值的个性化隐私保护被引量：65收藏
- 作者：韩建民 于娟 虞慧群 贾泂
- 机构：浙江师范大学数理与信息工程学院;华东理工大学计算机科学与工程系
- 来源：《电子学报》 2010
- 关键词：(α,k)-匿名模型 k-匿名 l-多样性 同质性攻击 背景知识攻击
- 摘要：现有隐私保护匿名模型不能实现敏感值的个性化保护,为此,论文提出完全(α,k)-匿名模型,该模型通过设置等价类中敏感值的出现频率来实现敏感值的个性化保护.论文还提出(,αk)-聚类算法来实现各种(α,k)-匿名模型.实验表...
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