成果/Result
- Quality-Aware Pseudo-Labeling with a SAM3 Teacher for Label-Efficient Wound Segmentation under Dataset Shift被引量：52收藏
- 作者：Huang, Ru Ren, Tian Zhou, Zhengbing Bao, Qichen Chen, Zijian Liu, Jiannan Han, Jing He, Jianhua Chu, Xiaoli
- 机构： School of Information Science and Engineering; School of Electronic and Information Engineering; Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine; Institute of Image Communication and Information Processing; Shanghai Ninth People’s Hospital
- 来源：SSRN 2026
- 关键词：Image enhancement - Image segmentation - Medical imaging - Morphology - Photography - Quality control - Statistical tests - Teaching
- Energy-Efficient Monitoring in Software Defined Wireless Sensor Networks Using REInforcement Learning: A Prototype被引量：48收藏
- 作者：Huang, Ru Chu, Xiaoli Zhang, Jie Hu, Yu Hen
- 机构：E China Univ Sci & Technol;Univ Sheffield;Univ Wisconsin
- 来源：INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS 2015
- 关键词：Data transfer - Quality control - Energy utilization - Energy efficiency - Quality of service - Radio transmission - Application programs - Redundancy - REInforcement learning
- Resilient Routing Mechanism for Wireless Sensor Networks With Deep Learning Link Reliability Prediction被引量：43收藏
- 作者：Huang, Ru Ma, Lei Zhai, Guangtao He, Jianhua Chu, Xiaoli Yan, Huaicheng
- 机构：East China Univ Sci & Technol;Shanghai Jiao Tong Univ;Univ Essex;Univ Sheffield
- 来源：IEEE ACCESS 2020
- 关键词：Routing Wireless sensor networks Prediction algorithms Complex networks Deep learning Reliability engineering Deep learning link prediction routing wireless sensor networks reliability
- FS-BAND: A Frequency-Sensitive Banding Detector被引量：33收藏
- 作者：Chen, Zijian Sun, Wei Zhang, Zicheng Huang, Ru Lu, Fangfang Min, Xiongkuo Zhai, Guangtao Zhang, Wenjun
- 机构： Shanghai Jiao Tong University; East China University of Science And Technology; Shanghai University of Electric Power
- 来源：Proceedings - IEEE International Symposium on Circuits and Systems 2024
- 关键词：Deep learning - Frequency domain analysis - Pixels - Quality of service
- FS-BAND: A Frequency-Sensitive Banding Detector被引量：33收藏
- 作者：Chen, Zijian Sun, Wei Zhang, Zicheng Huang, Ru Lu, Fangfang Min, Xiongkuo Zhai, Guangtao Zhang, Wenjun
- 机构： Institue of Image Communication and Information Processing; School of Information Science & Engineering; College of Computer Science and Technology
- 来源：arXiv 2023
- 关键词：Deep learning - Frequency domain analysis - Pixels - Quality of service
- Autoregressive moving average model as a multi-agent routing protocol for wireless sensor networks被引量：21收藏
- 作者：Huang, Ru Huang, Hao Chen, Zhi-Hua He, Xing-Yong
- 机构： School of Information Science and Engineering; Department of Information Science and Engineering
- 来源：Journal of Beijing Institute of Technology (English Edition) 2011
- 关键词：Power management (telecommunication) - Energy efficiency - Multi agent systems - Routing protocols - Ant colony optimization - Gaussian noise (electronic)
- 下载全文在线阅读
- A Generalized Cellular Automata Approach to Modelling Contagion and Monitoring for Emergent Events in Sensor Networks被引量：21收藏
- 作者：Huang, Ru Yang, Hongyuan Yang, Haochen Ma, Lei
- 机构： School of Information Science and Engineering
- 来源：Communications in Computer and Information Science 2020
- 关键词：Adaptive control systems - Cellular automata - Energy efficiency - Routers
- Predictive model-aided filtering scheme of data-collection in WSN被引量：20收藏
- 作者：Huang, Ru Zhang, Zai-Chen Xu, Guang-Hui
- 机构： School of Information Science and Engineering; State Key Laboratory of Mobile Communications; Institute of Communications Engineering
- 来源：Journal of China Universities of Posts and Telecommunications 2011
- 关键词：Adaptive filters - Adaptive filtering - Data acquisition - Energy efficiency - Energy utilization - Middleware - Quality of service - Trees (mathematics)
- 下载全文在线阅读
- Energy-aware routing algorithm in WSN using predication-mode被引量：19收藏
- 作者：Huang, Ru Chen, Zhihua Xu, Guanghui
- 机构： School of Information Science and Engineering; Institute of Communications Engineering
- 来源：2010 International Conference on Communications, Circuits and Systems, ICCCAS 2010 - Proceedings 2010
- 关键词：Energy efficiency - Artificial intelligence - Power management (telecommunication) - Ant colony optimization - Routing algorithms
- The design of energy-saving filtering mechanism for sensor networks被引量：17收藏
- 作者：Huang, Ru Xu, Guang-Hui
- 机构： School of Information Science and Engineering; Institute of Communications Engineering
- 来源：2010 International Conference on Machine Learning and Cybernetics, ICMLC 2010 2010
- 关键词：Adaptive filtering - Time domain analysis - Data communication systems - Data transfer - Energy efficiency - Adaptive filters
- T-GAN: A deep learning framework for prediction of temporal complex networks with adaptive graph convolution and attention mechanism被引量：16收藏
- 作者：Huang, Ru Ma, Lei He, Jianhua Chu, Xiaoli
- 机构：East China Univ Sci & Technol;Univ Essex;Univ Sheffield
- 来源：DISPLAYS 2021
- 关键词：Complex networks Temporal graph embedding Graph data mining Graph neural network
- Scale-free topology optimization for software-defined wireless sensor networks: A cyber-physical system被引量：9收藏
- 作者：Huang, Ru Chu, Xiaoli Zhang, Jie Hu, Yu Hen
- 机构：East China Univ Sci & Technol;Univ Sheffield;Univ Wisconsin
- 来源：INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS 2017
- 关键词：Software-defined wireless sensor network scale-free network topological optimization super-nodes cyber-physical systems
- BAND-2k: Banding Artifact Noticeable Database for Banding Detection and Quality Assessment被引量：8收藏
- 作者：Chen, Zijian Sun, Wei Jia, Jun Lu, Fangfang Zhang, Zicheng Liu, Jing Huang, Ru Min, Xiongkuo Zhai, Guangtao
- 机构：Shanghai Jiao Tong Univ;Shanghai Univ Elect Power;Tianjin Univ;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 2024
- 关键词：Image quality assessment banding artifact frequency maps database dual-branch
- Dynamic Heterogeneous User Generated Contents-Driven Relation Assessment via Graph Representation Learning被引量：6收藏
- 作者：Huang, Ru Chen, Zijian He, Jianhua Chu, Xiaoli
- 机构：East China Univ Sci & Technol;Univ Essex;Univ Sheffield
- 来源：SENSORS 2022
- 关键词：user-generated contents relation assessment community detection graph representation learning
- Study of Subjective and Objective Naturalness Assessment of AI-Generated Images被引量：6收藏
- 作者：Chen, Zijian Sun, Wei Wu, Haoning Zhang, Zicheng Jia, Jun Huang, Ru Min, Xiongkuo Zhai, Guangtao Zhang, Wenjun
- 机构：Shanghai Jiao Tong Univ;Nanyang Technol Univ NTU;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 2025
- 关键词：AI-generated images image naturalness assess-ment image quality assessment dataset dataset dataset
- A Graph Entropy Measure From Urelement to Higher-Order Graphlets for Network Analysis被引量：5收藏
- 作者：Huang, Ru Chen, Zijian Zhai, Guangtao He, Jianhua Chu, Xiaoli
- 机构：East China Univ Sci & Technol;Shanghai Jiao Tong Univ;Univ Essex;Univ Sheffield
- 来源：IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING 2023
- 关键词：Graph entropy graphlet estimation graph characterization higher-order graphlets induced subgraphs
- Spatial-temporal correlation graph convolutional networks for traffic forecasting被引量：5收藏
- 作者：Huang, Ru Chen, Zijian Zhai, Guangtao He, Jianhua Chu, Xiaoli
- 机构：East China Univ Sci & Technol;Shanghai Jiao Tong Univ;Univ Essex;Univ Sheffield;East China Univ Sci & Technol
- 来源：IET INTELLIGENT TRANSPORT SYSTEMS 2023
- 关键词：management and control neural net architecture network topology traffic modeling
- A Machine-learning-enabled Context-driven Control Mechanism for Software-defined Smart Home Networks被引量：4收藏
- 作者：Huang, Ru Chu, Xiaoli Zhang, Jie Hu, Yu Hen Yan, Huaicheng
- 机构：East China Univ Sci & Technol;Univ Sheffield;Univ Wisconsin
- 来源：SENSORS AND MATERIALS 2019
- 关键词：smart home control mechanism (SHCM) machine learning software-defined networks context
- Joint Luminance-Chrominance Learning for Image Debanding被引量：1收藏
- 作者：Chen, Zijian Sun, Wei Jia, Jun Huang, Ru Lu, Fangfang Chen, Ying Min, Xiongkuo Zhai, Guangtao Zhang, Wenjun
- 机构：Shanghai Jiao Tong Univ;East China Univ Sci & Technol;Shanghai Univ Elect Power;Alibaba Grp
- 来源：IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 2025
- 关键词：Image color analysis Image restoration Image coding Visualization Training Filters Distortion Quantization (signal) Quality of experience Feature extraction Image debanding false contour removal luminance chrominance image quality enhancement
- A Sparse Transformer-Enhanced Graph Convolutional Model for Robust Node Importance Ranking in Complex Networks被引量：1收藏
- 作者：Huang, Ru Zhou, Shuo Li, Pengfei Yang, Kun Chen, Zijian He, Jianhua Chu, Xiaoli Zhou, Zhengbing Zhai, Guangtao
- 机构：East China Univ Sci & Technol;Shanghai Jiao Tong Univ;Univ Essex;Univ Sheffield;Shanghai Jiao Tong Univ
- 来源：IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING 2026
- 关键词：Transformers Complex networks Accuracy Adaptation models Computational modeling Transfer learning Machine learning algorithms Computational efficiency Transportation Scalability Node importance ranking Sparse Transformer Graph neural networks
- An adaptive U-Net framework for dermatological lesion segmentation☆被引量：0收藏
- 作者：Huang, Ru Qian, Zhimin Zhou, Zhengbing Chen, Zijian Liu, Jiannan Han, Jing Zhou, Shuo He, Jianhua Chu, Xiaoli
- 机构：East China Univ Sci & Technol;Shanghai Jiao Tong Univ;Shanghai Jiao Tong Univ;Shanghai Jiao Tong Univ;Univ Essex
- 来源：DISPLAYS 2026
- 关键词：Medical image segmentation Skin lesion Mamba MultiScale attention Adaptive feature fusion
- 基于MAC竞争窗强化学习的传感网节能滤波机制被引量：0收藏
- 作者：黄如 朱煜 张在琛
- 机构：华东理工大学信息科学与工程学院;东南大学移动通信国家重点实验室
- 来源：《系统工程与电子技术》 2013
- 关键词：无线传感器网络 节能 强化学习 滤波 竞争窗
- 摘要：依据传感器网络面向应用的价值区分度特征,提出一种基于冗余价值滤波的传感器网络节能数据收集机制。所提机制采用预测模型在线评估采样数据价值,并映射为相应的价值因子,进而根据强化学习理论将价值因子引入区分服务的退避机制设计,驱...
- 下载全文在线阅读
- Exploring network reliability by predicting link status based on simplex neural network被引量：0收藏
- 作者：Huang, Ru Feng, Moran Chen, Zijian He, Jianhua Chu, Xiaoli
- 机构：East China Univ Sci & Technol;Univ Essex;Univ Sheffield
- 来源：DISPLAYS 2023
- 关键词：Complex networks Simplicial neural networks Link prediction Deep learning Network analysis
- 群智能机制启发的传感器网络能量感知服务质量路由树(英文)被引量：0收藏
- 作者：黄如 朱煜 苗澎 朱杰
- 机构：华东理工大学信息科学与工程学院;东南大学射频与光电集成电路研究所;上海交通大学电子工程系
- 来源：《Transactions of Nanjing University of Aeronautics and Astronautics》 2011
- 关键词：无线传感器网络 群智能 路由 能量感知 服务质量
- 摘要：提出一种理论优化路由树的启发式算法,实现地理信息辅助的传感器网络服务质量数据收集架构。算法采用群智能蚁群优化机理进行设计:首先通过构造基于流量的能量有效性权将网络划分为不同的功能区域,使得路由的选择过程能够低延时地自适应...
- 下载全文在线阅读
