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
- Deep Graph Reinforcement Learning Based Intelligent Traffic Routing Control for Software-Defined Wireless Sensor Networks被引量：24收藏
- 作者：Huang, Ru Guan, Wenfan Zhai, Guangtao He, Jianhua Chu, Xiaoli
- 机构：East China Univ Sci & Technol;Shanghai Jiao Tong Univ;Univ Essex;Univ Sheffield
- 来源：APPLIED SCIENCES-BASEL 2022
- 关键词：software-defined wireless sensor network intelligent routing control deep reinforcement learning graph convolutional network
- 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)
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- 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)
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- 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
- 基于粒子群算法的传感器网络室内定位系统优化被引量：12收藏
- 作者：张磊 黄如 袁伟娜
- 机构：华东理工大学信息科学与工程学院
- 来源：《传感器与微系统》 2017
- 关键词：接收信号强度指示(RSSI)测距 最大似然估计法 粒子群优化算法 无线定位
- 摘要：通过接收信号强度指示(RSSI)和欧氏距离的非线性函数映射关系来进行弱移动目标的距离估计。以最大似然估计(MLE)法为基础,结合电磁波在自由空间中的传播特性,重新构建基于粒子群优化(PSO)定位算法的适应度函数来提高无线...
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- 基于预测模式蚁群优化的传感网节能路由机制被引量：10收藏
- 作者：黄如 苗澎 陈志华
- 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
- 来源：《传感技术学报》 2010
- 关键词：传感器网络 预测模式 蚁群优化 数据路由 节能机制
- 摘要：面向传感器网络中时间序列数据的时域关联性特征,针对网内数据流量不均衡分布模式所导致的传输能耗漏斗效应问题,提出了基于预测模式的能量感知数据路由机制。机制的设计结合了蚁群优化机理自适应网络状况动态性的优势和预测模型揭示数据...
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- 基于宽深学习网络的音乐情感识别被引量：9收藏
- 作者：王晶晶 黄如
- 机构：华东理工大学信息科学与工程学院
- 来源：《华东理工大学学报（自然科学版）》 2022
- 关键词：音乐情感识别 残差相位 宽度学习 深度学习 长短期记忆网络
- 摘要：将梅尔频率倒谱系数(Mel Frequency Cepstral Coefficient,MFCC)和残差相位(Residual Phase, RP)进行加权结合来提取音乐情感特征,提高了音乐情感特征的挖掘效率;同时为了...
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- 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
- 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 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
- 模糊群智能驱动的软件定义型传感网路由优化被引量：4收藏
- 作者：杨昊晨 黄如
- 机构：华东理工大学信息科学与工程学院
- 来源：《华东理工大学学报（自然科学版）》 2023
- 关键词：传感器网络 软件定义 人工蜂群 模糊逻辑 路由协议
- 摘要：无线传感器网络由于基础设施建设等固有因素,必须考虑网络资源有限和资源消耗不均匀的问题。基于群智能模糊控制,将模糊控制引入群智能人工蜂群路由协议,解决软件定义传感器网络下的多径路由规划寻优问题。基于无线传感器网络的软件定义...
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- 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
- 面向新工科的电路原理及实验课程思政教学探索被引量：3收藏
- 作者：罗小娟 黄如
- 机构：华东理工大学信息科学与工程学院
- 来源：《电子质量》 2023
- 关键词：新工科 电路原理及实验 课程思政 进阶式实践教学
- 摘要：“电路原理及实验”课程是电子信息类专业的专业基础课,也是人工智能等“新工科”专业的基础课。针对目前专业课开展思政教学存在的问题,以“电路原理及实验”课程为对象,从优化教学内容挖掘思政育人元素、开展工程案例教学和进阶式实践...
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- 基于小世界特征的无线传感器网络拓扑优化被引量：3收藏
- 作者：罗小娟 黄如
- 机构：华东理工大学信息学院
- 来源：《物联网技术》 2018
- 关键词：无线传感器网络 复杂网络 拓扑优化 小世界特征
- 摘要：针对无线传感器网络存在的能量消耗问题,在基于复杂网络小世界特征基础上,通过在无线传感器网络中增加超级节点,并在超级节点之间建立超级链路,提出一种具有小世界特征效应的无线网络模型。从复杂网络的视角计算分析了在传感器网络中部...
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- 基于卸载策略的物联网边缘计算任务调度优化被引量：3收藏
- 作者：黄如 宋国梁
- 机构：华东理工大学信息科学与工程学院
- 来源：《华东理工大学学报（自然科学版）》 2024
- 关键词：物联网 移动边缘计算 深度学习 任务卸载 资源分配
- 摘要：移动边缘计算(Mobile Edge Computing,MEC)通过将计算任务卸载到边缘服务器,为用户提供了低延时、低能耗的服务,解决了传统云计算的不足。在移动边缘计算中,如何进行卸载决策是提供低延时、低能耗服务的关键...
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- 基于压缩感知的链型无线传感器网络节能数据收集被引量：2收藏
- 作者：顾逸宸 黄如
- 机构：华东理工大学信息科学与工程学院
- 来源：《传感器与微系统》 2015
- 关键词：无线传感器网络 压缩感知 节能 链型拓扑
- 摘要：无线传感器网络(WSNs)中节点受体积、功率、成本等限制而导致了节点能量、生命周期有限的问题。提出一种基于压缩感知算法的无线传感器网络节能优化方法,并结合无线传感器网络中的链型拓扑网络模型,给出基于压缩感知理论的节能网络...
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- 基于BA无标度网络的WSNs拓扑优化模型被引量：1收藏
- 作者：路智静 黄如 孙俊峰 张磊
- 机构：华东理工大学信息科学与工程学院
- 来源：《华东理工大学学报（自然科学版）》 2017
- 关键词：无线传感网络 BA无标度网络 拓扑优化 超级节点
- 摘要：由于无线传感器能量受限,最大化网络生命周期成为优化网络拓扑首要考虑的问题。基于BA无标度理论,提出了一种WSNs拓扑优化模型(WTOM)。在网络中引入超级节点,结合粒子群算法合理地划分整个网络;在节点间建立多因素为导向的...
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- 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
