成果/Result
- Large Language Models guided Generative Prompt for Dialogue Generation被引量：35收藏
- 作者：Liu, Sijie Fang, Yiquan Cheng, Hua Pan, Yiming Liu, Yufei Gao, Caiting
- 机构： East China University of Science and Technology
- 来源：Proceedings - 2023 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2023 2023
- 关键词：Computational linguistics - Computer vision
- Hard-Negatives Focused Self-Supervised Learning被引量：33收藏
- 作者：Pan, Yiming Cheng, Hua Fang, Yiquan Liu, Yufei Liu, Taotao
- 机构： East China University of Science and Technology
- 来源：Proceedings - 2023 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2023 2023
- 关键词：Classification (of information) - Distribution functions - Matrix algebra - Semantics - Text processing
- A Data Governance Model Based on Multi-Agents System被引量：26收藏
- 作者：Gao, Xiaowu Chen, Xiaoning Fang, Yiquan Cheng, Hua
- 机构： East China University of Science and Technology; East China University of Science and Technology
- 来源：2025 IEEE 7th International Conference on Communications, Information System and Computer Engineering, CISCE 2025 2025
- 关键词：Classification (of information) - Data assimilation - Data integration - Data quality - Information management - Integration - Intelligent agents - Quality control - Quality management
- Progressive Query Pruning for Object Detection被引量：25收藏
- 作者：Qian, Zehong Cheng, Hua Mao, Shucheng Ding, Yingying
- 机构： School of Information Science and Engineering
- 来源：2025 6th International Symposium on Computer Engineering and Intelligent Communications, ISCEIC 2025 2025
- 关键词：Error detection - Object recognition - Query languages - Query processing - Structured Query Language
- Research on Discipline Development Level Monitoring System Based on Big Data Technology被引量：21收藏
- 作者：Gao, Xiaowu Cheng, Hua Fang, Yiquan Chen, Xiaoning
- 机构： Information and Data Managerment Center; School of Information Science and Engineering
- 来源：Proceedings of the 2025 5th International Conference on Automation Control, Algorithm and Intelligent Bionics, ACAIB 2025 2025
- 关键词：Decision making - Engineering education - Teaching
- SECL: Sampling enhanced contrastive learning被引量：21收藏
- 作者：Tang, Yixin Cheng, Hua Fang, Yiquan Cheng, Tao
- 机构： School of Information Science and Engineering
- 来源：AI Communications 2022
- 关键词：Classification (of information) - Learning systems
- Botnet Detection Based on Multilateral Attribute Graph被引量：21收藏
- 作者：Cheng, Hua Shen, Yinda Cheng, Tao Fang, Yiquan Ling, Jianfan
- 机构： College of Information Science and Engineering; Information Office
- 来源：Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2021
- 关键词：Embeddings - Graph neural networks - Classification (of information) - Botnet - Convolution - Convolutional neural networks - Graphic methods
- In-Batch Negatives' Enhanced Self-Supervised Learning被引量：20收藏
- 作者：Tang, Yixin Cheng, Hua Fang, Yiquan Pan, Yiming
- 机构： School of Information Science and Engineering
- 来源：Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI 2022
- 关键词：Classification (of information) - Text processing - Vector spaces
- Construction and Implementation of Smart Broadcasting Classroom Based on Online Conferencing and Large Language Models被引量：15收藏
- 作者：Chen, Xiaoning Gao, Xiaowu Fang, Yiquan Cheng, Hua Cai, Yuan
- 机构： Informatization and Data Management Center; School of Information Science and Engineering
- 来源：Proceedings of 2025 2nd International Symposium on Artificial Intelligence for Education, ISAIE 2025 2025
- 关键词：Broadcasting - Budget control - Cost effectiveness - E-learning - Engineering education - Integration - Investments - Multimedia systems - Students - Teaching
- A novel information fusion algorithm management approach被引量：11收藏
- 作者：Du, Siwei Lin, Jiajun Cheng, Hua
- 机构： School of Information Science and Engineering
- 来源：2012 International Conference on Systems and Informatics, ICSAI 2012 2012
- 关键词：Target tracking - Information management - Information fusion - Decision making - Problem solving
- A web-based remote laboratory using SCADA technology被引量：8收藏
- 作者：Wang, Hua Zhong Cheng, Hua Yao, Jun
- 机构： School of Information Science and Engineering; School of Modern Distance Education
- 来源：Applied Mechanics and Materials 2013
- 关键词：Data acquisition - Laboratories - Water tanks - Instrument displays - Web services
- Internet网络流量的自相似性分析被引量：7收藏
- 作者：房一泉 程华 黄建华
- 机构：华东理工大学计算机科学与工程系
- 来源：《计算机工程》 2005
- 关键词：自相似性 Hurst参数 离散小波包变换
- 摘要：网络流量的自相似参数估计方法有多种,但研究表明这些方法在准确性或计算上都有一定的局限性。该文在小波包分解的基础上,考虑信号能量在分解过程中的分布,得到基于小波包分解的Hurst参数估计方法。通过对两组合成数据的参数估计,...
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- Detecting domain generation algorithms based on rEInforcement learning被引量：6收藏
- 作者：Cheng, Hua Fang, Yiquan Chen, Lihuang Cai, Jing
- 机构： School of Information Science and Engineering
- 来源：Proceedings - 2019 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2019 2019
- 关键词：Sampling - Statistical tests - Chemical detection - Long short-term memory - Malware
- RL-Gen: A Character-Level Text Generation Framework with REInforcement Learning in Domain Generation Algorithm Case被引量：5收藏
- 作者：Cheng, Hua Cai, Jing Fang, Yiquan
- 机构： East China University of Science and Technology
- 来源：Communications in Computer and Information Science 2019
- 关键词：Quality control - Deep learning - Learning algorithms - Command and control systems
- 基于卷积神经网络的链接表示及预测方法被引量：4收藏
- 作者：张林 程华 房一泉
- 机构：华东理工大学信息科学与工程学院
- 来源：《浙江大学学报（工学版）》 2018
- 关键词：链接预测 共邻关系 拓扑序列化 链接表示 卷积神经网络(CNN) 分类模型
- 摘要：针对节点全局表示和链接局部拓扑关系,提出链接序列化表示及卷积神经网络(CNN)提取序列特征的链接预测方法.研究节点间的局部拓扑及共邻关系,基于共邻紧密度构建链接局部拓扑的有序节点序列,并用node2vec节点向量表达生成...
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- CPCL: Conceptual prototypical contrastive learning for Few-Shot text classification被引量：2收藏
- 作者：Cheng, Tao Cheng, Hua Fang, Yiquan Liu, Yufei Gao, Caiting
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 2023
- 关键词：Prototypical network text classification Few-Shot learning prompt learning
- 对数无限可分级串框架下的异常网络流量分析被引量：2收藏
- 作者：程华 邵志清 房一泉
- 机构：华东理工大学计算机科学与工程系;中国科学院软件所计算机科学重点实验室
- 来源：《计算机工程》 2006
- 关键词：对数无限可分级串 扩展自相似性 尺度 异常网络流量
- 摘要：湍流尺度分析中的对数无限可分级串方法具有描述数据流全范围下的多尺度行为的优点,可用于对网络流量的多尺度行为的分析。在对几组正常流量和含蠕虫的异常流量分析讨论的基础上,发现受数据流内含协议数据的成分变化的影响,正常流量的多...
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- 同质TCP流的多重分形特性分析被引量：2收藏
- 作者：程华 房一泉 邵志清
- 机构：华东理工大学计算机科学与工程系
- 来源：《华东理工大学学报（自然科学版）》 2006
- 关键词：多重分形分析 同质 尺度 拥塞控制 多重分形谱
- 摘要：采用基于小波变换模极大值的多重分形分析方法,讨论了大、小时间尺度下的结构函数和多重分形谱的特点。依据实例研究了不同时间下的同质TCP流(W eb)分别在大、小时间尺度下的分形特点;通过对不同协议的同质TCP流的协议本质及...
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- 基于分形插值函数重构的网络流量多尺度结构研究被引量：1收藏
- 作者：程华 房一泉 邵志清
- 机构：华东理工大学计算机科学与工程系
- 来源：《华东理工大学学报（自然科学版）》 2008
- 关键词：分块分形插值函数 多尺度结构 多分形
- 摘要：根据网络流量的非线性特征,及分块分形插值函数能模拟分形信号的优点,对震荡类型不同的两类流量重构,发现其对不同尺度流量拟合误差都很小,提出将该方法用于在很大尺度范围内的网络流量多尺度结构研究。进一步研究采用分块FIF重构的...
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- Region-Attention Prompt Learning for CLIP被引量：1收藏
- 作者：Pan, Yiming Cheng, Hua Fang, Yiquan Liu, Yufei
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 2023
- 关键词：Prompt learning CLIP Cross-Attention mechanism image classfication
- A generalizable framework for molten salt liquidus temperature prediction被引量：0收藏
- 作者：Zhang, Zian Cheng, Hua Zhang, Yanmei Sun, Ze Qiu, Qiuling Luo, Yuxin Wang, Huifeng Yu, Hongbo
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Shanghai Elect Grp Co Ltd
- 来源：JOURNAL OF ENERGY STORAGE 2026
- 关键词：Multicomponent molten salts Deep learning Tokenization Differentiable physical decoder
- Multimodal Coupling Prompt Learning for Image Classification Tasks被引量：0收藏
- 作者：Liu, Yufei Cheng, Hua Fang, Yiquan Pan, Yiming Qian, Zehong Chen, Xiaoning
- 机构：East China Univ Sci & Technol
- 来源：EUROPEAN JOURNAL ON ARTIFICIAL INTELLIGENCE 2025
- 关键词：prompt learning image classification cross-attention CLIP
- IPCL: Cross-Domain Invariant Prototypical Contrastive Learning for Few-Shot Text Classification被引量：0收藏
- 作者：Mao, Shucheng Cheng, Hua Cheng, Tao Fang, Yiquan Yang, Mingyu Chen, Xiaoning
- 机构：East China Univ Sci & Technol
- 来源：INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE 2026
- 关键词：Few-shot learning prototypical contrastive learning domain adaption
- 基于Attention机制的链接预测算法被引量：0收藏
- 作者：程华 张林 房一泉
- 机构：华东理工大学信息科学与工程学院
- 来源：《华中科技大学学报（自然科学版）》 2019
- 关键词：注意力机制 双向循环神经网络 拓扑序列化 链接预测 局部网络
- 摘要：针对社会网络中链接预测问题,提出了基于注意力(Attention)机制的链接表示及其预测算法.基于待预测节点的共邻关系构建其链接局部网络,设计了基于紧密游走的网络拓扑序列化方法.采用双向循环神经网络(Bi-RNN)对链接...
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