虞慧群 收藏
( 任职于 信息科学与工程学院计算机科学与工程系)
虞慧群,1967年生,江苏溧阳人,现任华东理工大学计算机科学与工程系教授、博士生导师、IEEE高级会员、ACM会员、中国计算机学会高级会员、上海市微型电脑应用学会副理事长、上海市计算机学会常务理事兼软件工程专业委员会主任、大数据流通与交易国家工程实验专家委员会委员、上海市学位委员会学科评议组成员。1984年获得全国中学生数学联赛特等奖，1985年保送入学南京大学计算机系，1989年本科毕业并获理学学士学位。同年考入华东理工大学计算机系攻读硕士学位，1992年2月提前毕业，并考入上海交通大学计算机系攻读博士学位，师从孙永强教授。1993年9月至1994年5月在联合国大学国际软件技术研究所(U... 详细>>
被引量：4,976H指数：36SCI-EXPANDED： 147 EI： 270 北大核心： 143 CSCD： 139
- PETA: Evaluating the Impact of Protein Transfer Learning with Sub-word Tokenization on Downstream Applications被引量：124收藏
- 作者：Tan, Yang Li, Mingchen Tan, Pan Zhou, Ziyi Yu, Huiqun Fan, Guisheng Hong, Liang
- 机构： School of Information Science and Engineering; Shanghai Artificial Intelligence Laboratory; Shanghai National Center for Applied Mathematics
- 来源：arXiv 2023
- 关键词：Amino acids - Benchmarking - Classification (of information) - Computational linguistics - Learning systems - Natural language processing systems - Transfer learning
- 质疑
- 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)
- 质疑
- 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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- 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
- 质疑
- A Motif-Based Deep Learning Tool for the Identification of Unusual NADH-Dependent Imine Reductases被引量：73收藏
- 作者：Shen, Xin-Yuan Wu, Yu-Xuan Ma, Zhi-Feng Yi, Xiao Shi, Min Zhu, Zhen-Yu Jin, Tian Hu, Xiao-Yu Huang, Zi-Yi Gao, Yun-Fei Chen, Qi Yu, Hui-Qun Xu, Jian-He Fan, Gui-Sheng Zheng, Gao-Wei
- 机构： State Key Laboratory of Bioreactor Engineering; School of Information Science and Engineering
- 来源：SSRN 2025
- 关键词：Amination - Enzyme immobilization - Enzyme inhibition - Enzyme kinetics - Hydrolases - Lipases
- 质疑
- 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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- 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
- 质疑
- 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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- Enhancing Landscape Approximation With Ensemble-Based Surrogate Model for Expensive Constrained Multiobjective Optimization被引量：60收藏
- 作者：Li, Yingwei Feng, Xiang Yu, Huiqun
- 机构： East China University of Science and Technology; Shanghai Engineering Research Center of Smart Energy
- 来源：IEEE Transactions on Evolutionary Computation 2025
- 关键词：Benchmarking - Constraint handling - Multiobjective optimization - Optimization algorithms - Population statistics
- 质疑
- Formal methods for specifying and analyzing complex software systems被引量：60收藏
- 作者：He, Xudong Yu, Huiqun Deng, Yi
- 机构： School of Computer Science; Department of Computer Science and Engineering
- 来源：Modern Formal Methods and Applications 2006
- 关键词：Computer software - Formal specification - Software architecture
- 质疑
- 面向智能计算框架的即时缺陷预测被引量：59收藏
- 作者：Ge, Jian Yu, Hui-Qun Fan, Gui-Sheng Tang, Jian-Hao Huang, Zi-Jie
- 机构： School of Computer Science and Engineering
- 来源：[1] School of Computer Science and Engineering, East China University of Science and Technology, Shanghai, 200237, China 2023
- 质疑
- A Game Theory Approach to Fair and Efficient Resource Allocation in Cloud Computing被引量：57收藏
- 作者：Xu, Xin Yu, Huiqun
- 机构：E China Univ Sci & Technol
- 来源：MATHEMATICAL PROBLEMS IN ENGINEERING 2014
- 关键词：Game theory - Clustering algorithms - Computation theory - Resource allocation
- 质疑
- Few-shot classification via efficient meta-learning with hybrid optimization被引量：54收藏
- 作者：Jia, Jinfang Feng, Xiang Yu, Huiqun
- 机构：East China Univ Sci & Technol; Shanghai Engn Res Ctr Smart Energy
- 来源：ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2024
- 关键词：Few-shot learning Meta-learning Data augmentation Initialization attenuation Resolution increase
- 质疑
- Combining Constraint Solving with Different MOEAs for Configuring Large Software Product Lines: A Case Study被引量：53收藏
- 作者：Yu, Huiqun Shi, Kai Guo, Jianmei Fan, Guisheng Yang, Xingguang Chen, Liqiong
- 机构： Department of Computer Science and Engineering; Shanghai Key Laboratory of Computer Software Evaluating and Testing; Alibaba Group; Department of Computer Science and Information Engineering
- 来源：Proceedings - International Computer Software and Applications Conference 2018
- 关键词：Codes (symbols) - Budget control - Optimization - Software design
- 质疑
- Automatic Code Summarization Using Abbreviation Expansion and Subword Segmentation被引量：53收藏
- 作者：Liang, Yuguo Fan, Guisheng Yu, Huiqun Li, Mingchen Huang, Zijie
- 机构： Department of Computer Science and Engineering
- 来源：SSRN 2024
- 关键词：Codes (symbols) - Computational linguistics - Deep learning - Inference engines - Learning algorithms - Learning systems - Modeling languages - Natural language processing systems
- 质疑
- Temporal-Aware DDPG for Delay and Stability Optimization in Vehicular Edge Computing被引量：53收藏
- 作者：Fan, Guisheng Wang, Jiatong Zhang, Hengrun Yu, Huiqun
- 机构： East China University of Science and Technology; Shanghai Key Laboratory of Computer Software Evaluating and Testing; Shanghai Engineering Research Center of Smart Energy; Nanjing University
- 来源：IEEE Transactions on Vehicular Technology 2026
- 关键词：Computation offloading - Computation theory - Lyapunov methods - Memory architecture - Network architecture - Optimization - Queueing theory
- 质疑
- Meta-Learning Inspired Single-Step Generative Model for Expensive Multitask Optimization Problems被引量：52收藏
- 作者：Wang, Ruilin Feng, Xiang Yu, Huiqun Tan, Yang Lai, Edmund M-K
- 机构： East China University of Science and Technology; Shanghai Engineering Research Center of Smart Energy; Shanghai Jiao Tong University; Auckland University of Technology
- 来源：IEEE Transactions on Evolutionary Computation 2025
- 关键词：Benchmarking - Decision making - Diffusion - Evolutionary algorithms - Iterative methods - Knowledge management - Knowledge transfer - Learning algorithms - Learning systems - Multitasking - Optimization - Transfer learning
- 质疑
- On the Effectiveness of Information Retrieval-Based Bug Localization on Deep Learning Frameworks: An Empirical Study被引量：50收藏
- 作者：Tang, Jianhao Fan, Guisheng Yu, Huiqun Ge, Jian Huang, Zijie
- 机构： Department of Information Science and Engineering
- 来源：SSRN 2023
- 关键词：Computer software selection and evaluation - Data mining - Deep learning - Information retrieval - Learning systems - Open source software - Quality assurance
- 质疑
- MedChatZH: A tuning LLM for traditional Chinese medicine consultations被引量：50收藏
- 作者：Tan, Yang Zhang, Zhixing Li, Mingchen Pan, Fei Duan, Hao Huang, Zijie Deng, Hua Yu, Zhuohang Yang, Chen Shen, Guoyang Qi, Peng Yue, Chengyuan Liu, Yuxian Hong, Liang Yu, Huiqun Fan, Guisheng Tang, Yun
- 机构： Department of Computer Science and Technology; Shanghai Frontiers Science Center of Optogenetic Techniques for Cell Metabolism; Shanghai Artificial Intelligence Laboratory; Chongqing Artificial Intelligence Research Institute of Shanghai Jiao Tong University; The University of Sydney
- 来源：Computers in Biology and Medicine 2024
- 关键词：Computational linguistics - Medicine - Speech processing
- 质疑
- SDGR: An SDN-based Geographic Routing Protocol for VANET被引量：48收藏
- 作者：Ji, Xiang Yu, HuiQun Fan, GuiSheng Fu, WenHao
- 机构：East China Univ Sci & Technol
- 来源：2016 IEEE INTERNATIONAL CONFERENCE ON INTERNET OF THINGS (ITHINGS) AND IEEE GREEN COMPUTING AND COMMUNICATIONS (GREENCOM) AND IEEE CYBER, PHYSICAL AND SOCIAL COMPUTING (CPSCOM) AND IEEE SMART DATA (SMARTDATA) 2016
- 关键词：Software-Defined Networking Vehicular ad hoc networks Map-based routing
- 质疑
- JIT-Align: A Semantic Alignment-Based Ranking Framework for Just-In-Time Defect Prediction被引量：48收藏
- 作者：Ye, Yujie Yu, Huiqun Fan, Guisheng Liang, Yuguo Dong, Jianan Chen, Wentao
- 机构： East China University of Science and Technology; Shanghai Engineering Research Center of Smart Energy
- 来源：Proceedings - 2025 IEEE 49th Annual Computers, Software, and Applications Conference, COMPSAC 2025 2025
- 关键词：Codes (symbols) - Defects - Forecasting - Large datasets - Prediction models - Semantics
- 质疑
- An Empirical Study of Model-Agnostic Interpretation Technique for Just-in-Time Software Defect Prediction被引量：48收藏
- 作者：Yang, Xingguang Yu, Huiqun Fan, Guisheng Huang, Zijie Yang, Kang Zhou, Ziyi
- 机构： Department of Computer Science and Engineering; Shanghai Key Laboratory of Computer Software Evaluating and Testing; Shanghai Engineering Research Center of Smart Energy
- 来源：Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST 2021
- 关键词：Computer software selection and evaluation - Decision making - Defects - Forecasting - Learning systems - Lime - Open source software - Quality assurance - Software design
- 质疑
- Analysis of the Performance of Reputation Query in Different Frameworks被引量：48收藏
- 作者：Sun, Hua Yu, Huiqun Yang, Nianhua Li, Li
- 机构：East China Univ Sci & Technol;Xinjiang Univ;Shanghai Key Lab Comp Software Evaluating & Testi
- 来源：PROCEEDINGS OF 2010 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY (ICCSIT 2010), VOL 5 2010
- 关键词：reputation query performance framework domain
- 质疑
- 面向数值型敏感属性的分级l-多样性模型被引量：45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：《计算机研究与发展》 2011
- 关键词：k-匿名 同质性攻击 背景知识攻击 l-多样性 数值型敏感属性
- 摘要：近年来,数据发布隐私保护问题受到了广泛关注,相继提出了多种隐私保护匿名模型.l-多样性模型是其中保护个体隐私的有效方法,但现有的l-多样性模型只适合处理分类型敏感属性,不适合处理数值型敏感属性.为此,提出面向数值型敏感属...
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- A Hybrid Knowledge-Grounded Framework for Safety and Traceability in Prescription Verification被引量：45收藏
- 作者：Zhu, Yichi Ling, Kan Liu, Xu Zhang, Hengrun Yu, Huiqun Fan, Guisheng
- 机构： School of Information Science and Engineering
- 来源：arXiv 2026
- 关键词：Iterative methods - Knowledge graph - Query processing - Safety engineering - Search engines
- 质疑
- A novel software defect prediction method based on hierarchical neural network被引量：43收藏
- 作者：Yu, Huiqun Sun, Xingjie Zhou, Ziyi Fan, Guisheng
- 机构： Shanghai Key Laboratory of Computer Software Evaluating and Testing; Department of Computer Science and Engineering
- 来源：Proceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021 2021
- 关键词：Open source software - Syntactics - Textures - Defects - Trees (mathematics) - Deep learning - Codes (symbols) - Forecasting - Semantics - Software testing
- 质疑
- imBBO: An Improved Biogeography-Based Optimization Algorithm被引量：43收藏
- 作者：Shi, Kai Yu, Huiqun Fan, Guisheng Yang, Xingguang Song, Zheng
- 机构： Department of Computer Science and Engineering; Shanghai Key Laboratory of Computer Software Evaluating and Testing; The Third Research Institute of the Ministry of Public Security
- 来源：Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019
- 关键词：Genetic algorithms - Heuristic algorithms - Ecology - Benchmarking
- 质疑
- SMTIBEA: a hybrid multi-objective optimization algorithm for configuring large constrained software product lines被引量：43收藏
- 作者：Guo, Jianmei Liang, Jia Hui Shi, Kai Yang, Dingyu Zhang, Jingsong Czarnecki, Krzysztof Ganesh, Vijay Yu, Huiqun
- 机构：East China Univ Sci & Technol;Univ Waterloo;Shanghai Dianji Univ;Chinese Acad Sci
- 来源：SOFTWARE AND SYSTEMS MODELING 2019
- 关键词：Software product lines Search-based software engineering Multi-objective evolutionary algorithms Constraint solving Feature models
- 质疑
- Automatic Identification of High Impact Bug Report by Test Smells of Textual Similar Bug Reports被引量：41收藏
- 作者：Ding, Jianshu Fan, Guisheng Yu, Huiqun Huang, Zijie
- 机构： East China University of Science and Technology
- 来源：IEEE International Conference on Software Quality, Reliability and Security, QRS 2021
- 关键词：Automation - Computer software selection and evaluation - Odors - Optimal systems - Program debugging - Quality assurance
- 质疑
- A classification of aspect composition problems被引量：41收藏
- 作者：Tian, Kun Cooper, Kendra Zhang, Kang Yu, Huiqun
- 机构： Department of Computer Science; Department of Computer Science
- 来源：SSIRI 2009 - 3rd IEEE International Conference on Secure Software Integration Reliability Improvement 2009
- 关键词：Object oriented programming - Taxonomies
- 质疑
