黄秋波
男，副教授，硕士生导师，计算机软件与理论系
1975年7月生，2003年毕业于复旦大学计算机软件与理论专业，2007年被聘硕士生导师。2010年10月至2011年10月以及2017年9月至2018年8月两度于美国普度大学访学。
在国内外重要期刊或会议上发表学术论文50余篇。研究兴趣包括计算机视觉、机器学习、大数据处理、强化学习等。
研究方向：
1）使用深度学习进行计算机视觉的研究。
2）使用机器学习对大数据进行分析，为企业服务。
3）使用高性能算法进行分布式处理、改进企业应用。
讲授课程：
研究生: 高级程序设计
本科生: 数据结构
本科生: 程序设计基础（C++）
本科生: 程序设计竞赛
主要研究成果：
近期主持或参与的科研项目：
1)深度学习模型移动端自动部署研究 2022-2023
2)工业物联网平台 2020-2021
3)音锋密集库入库库位分配 2019-2021
4)程序设计语言在线作业提交OJ系统 2016-至今
5)证券交易算法回测系统 2020
6)文化魔方数据分析管理系统 2018-2019
7)物流机器人系统及工业物联网系统 2018-2019
8)智能医疗（机器人问答系统）2017-2019
9)证券投资与分析平台2017-2019
10)同振电子商务软件系统研发 2015
11)明想PLC信息库 2014-2015
12)基于手机的课堂签到与资源共享系统2014-2015
13)复旦微电子空中充值平台 2014
14)企业询价报价系统 2014
近几年的论著：
2022年：
1)Research on image synthesis of fabric replacement in suit customization; IEEE International Conference on Imaging Systems and Techniques, Proceedings; Oct-2022
2)Chinese named entity recognition using adversarial training and attention mechanism; 3rd International Conference on Computer Information and Big Data Applications; Oct-2022
3)Joint model for learning state recognition with combining action detection and object detection; IEEE International Conference on Imaging Systems and Techniques, Proceedings; Oct-2022
4)Verification Control Algorithm of Data Integrity Verification in Remote Data sharing; KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS; Feb-2022
2021年：
1)Cross-category Virtual Try-on Technology Research Based on PF-AFN2; The 5th International Conference on Video and Image Processing( ICVIP2021); Dec-2021
2)An improved 3D human model reconstruction technique based on Cascade MVSNet; Proceedings of SPIE - The International Society for Optical Engineering; Sep-2021
3)OJ Intelligent Training System based on Artificial Intelligence for Hierarchical Personalized Teaching; Proceedings - 2021 2nd International Conference on Artificial Intelligence and Education, ICAIE 2021; Jun-2021
4)Clothing Image Retrieval Based on Parts Detection and Segmentation; ACM International Conference Proceeding Series; May-2021
5)Route-optimization based storage allocation algorithm in intelligent high-bay warehouses; the 4th International Conference on Intelligent Autonomous Systems(ICoIAS’2021); May-2021
6)Verification algorithm for the duplicate verification data with multiple verifiers and multiple verification challenges; KSII Transactions on Internet and Information Systems; Feb-2021
7)用于图像分类的空间特征重校准DenseNet; 新一代信息技术;2021-01
2020年：
1)A Study of Student Learning Status Classification Based on the Detection of Key Objects within the Visual Field; ACM International Conference Proceeding Series; Dec-2020
2)Intelligent Training Scheme for Online Judge System Designed Based on Problem Classification Using Similarity of Abastract Syntax Tree of Source Codes; 2020 International Conference on Information Science and Education（ICISE-IE 2020）; Nov-2020
3)Code Plagiarism Detection Method Based On Code Similarity and Student Behavior Characteristics;2020 IEEE International Conference on Artificial Intelligence and Computer Applications; Jun-2020
4)Face Detection Based on Image Stitching for Class Attendance Checking; International Conference on Image Processing and Capsule Networks (ICIPCN 2020); May-2020
2019年：
1)Storage Allocation Algorithm with Multi-Objective Optimization in High-Density Tridimensional Warehouse; 2019 6th International Conference on Systems and Informatics (ICSAI 2019); Dec-2019
2)Research on code plagiarism detection model based on random forest and gradient boosting decision tree;ACM International Conference Proceeding Series; Apr-2019
3)业务流程管理中基于规格属性及索引机制的服务匹配算法;计算机集成制造系统; 2019-04
2018年：
1)Matching algorithm of composite service based on indexing mechanism in BPM;Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Dec-2018
2)BPM组合服务匹配算法优化研究;软件导刊; Jul-2018
3)微信公众号的现状、类型及发展趋势研究;无线互联科技; Mar-2018
4)基于加权信息论的矢量图片格式转换模型研究;无线互联科技;Mar-2018
2017年：
1)一种改进PBFT算法作为以太坊共识机制的研究与实现;计算机应用与软件; Oct-2017
2)data verification tasks scheduling based on dynamic resource allocation in mobile big data storage;Computer Networks; Oct-2017
3)一种基于自定义高度场的二值图像去噪方法;计算机应用与软件; Sep-2017
4)An efficient adaptive broadcast protocol for different scenarios in VANETs;Recent Patents on Computer Science; Aug-2017
2016年：
1)An efficient VANET broadcast protocol based on distance and neighbor list;WIRELESS COMMUNICATION AND SENSOR NETWORK; Dec-2016
2)A Demand-Adaptive MAC Protocol without Information Packet Collision for VANET Safety Services;International Conference on Sensor Network and Computer Engineering (ICSNCE 2016); Jul-2016
3)A Demand - Adaptive MAC Protocol without Information Packet Collision for VANET Safety Services;PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON SENSOR NETWORK AND COMPUTER ENGINEERING; Jan-2016
2015年：
1)一种基于收益率相对波动的股票配对交易系统的设计与实现;计算机应用与软件; Sep-2015
2)证券交易复杂事件处理策略管理服务模块的设计与实现;计算机应用与软件; Apr-2015
3)A method based on TDMA for improving the accuracy of neighbor list in VANET;Computer Science and Applications - Proceedings of the Asia-Pacific Conference on Computer Science and Applications, CSAC 2014; Jan-2015
4)Maximum-lifetime least-cost multicasting in MANETs based on heuristic genetic algorithm;Frontiers in Artificial Intelligence and Applications; Jan-2015
专利：
1. 一种基于随机森林模型的代码抄袭嫌疑检测的方法(发明专利，2021年)
2. 一种基于车联网技术的碰撞检测预警方法（发明专利， 2017年）
3. 一种基于车联网的碰撞可视化预警方法（发明专利，2018年）
荣誉及获奖
1)2012年，五四师德标兵
2)2013年，网投比较靠谱的大平台“我心目中的好老师”
3)2015年，易班教学改革奖
4)2016年，网投比较靠谱的大平台“我心目中的好老师”
5)2017年，教学改革探索奖
6)2017年，网投比较靠谱的大平台教学成果三等奖
7)2017年，推荐为“茸城之光•文明同行”优秀园丁
8)2017年，松江区网络好榜样
9)2018年，广富林街道最美党员
10)2020年，职工“心目中的好老师”
11)2021年，网投比较靠谱的大平台“我心目中的好老师”
12)2021年，主持上海市《程序设计基础》一流课程
13)2022年，第四届全国高校混合式教学设计创新大赛优胜奖
国际交流与合作：
2010.10-2011.10普渡大学访问学者，至美国普渡大学访学合作项目，进行RFID、GPS定位等研究。
2017.9-2018.8普渡大学访问学者，至美国普渡大学访学合作项目，进行个人健康辅助系统中规则引擎的开发，以及用户使用自然语言与系统交互。
联系方式：
邮箱：huangturbo@dhu.edu.cn
办公室：1号学院楼353室
Qiubo Huang
Male, Associate Professor, Master's Supervisor, Department of Computer Software and Theory
Born in July 1975, he graduated from Fudan University in 2003, majoring in computer software and theory, and was appointed as the supervisor of master students in 2007. He visited Purdue University in the United States twice from October 2010 to October 2011 and from September 2017 to August 2018.
He has published more than 50 academic papers in important journals or conferences in China and abroad. His research interests include computer vision, machine learning, big data processing, reinforcement learning, etc.
Research Areas:
1. Use deep learning for computer vision research.
2. Use machine learning to analyze big data for enterprises.
3. Use high performance algorithms for distributed processing and improving enterprise applications.
Main Courses Taught:
Graduate Student: Advanced Programming
Undergraduate: Data Structures
Undergraduate: Programming Fundamentals (C++)
Undergraduate: Programming Competition
Publications:
Main Research Projects:
1)Deep learning model mobile automatic deployment research 2022-2023
2)Industrial IoT platform 2020-2021
3)Yinfeng intensive storage inbound storage space allocation 2019-2021
4)Programming language online assignment submission system 2016-present
5)Securities trading algorithm backtesting system 2020
6)Culture Magic Data Analysis Management System 2018-2019
7)Logistics robot system and industrial IoT system 2018-2019
8)Intelligent medical (robot Q&A system) 2017-2019
9)Securities investment and analysis platform 2017-2019
10)Tongzhen e-commerce software system development 2015
11)Mingxiang PLC information base 2014-2015
12)Mobile phone based classroom sign-in and resource sharing system 2014-2015
13)Fudan Microelectronics Air Top-up Platform 2014
14)Enterprise inquiry and quotation system 2014
Publications in recent years:
Year 2022：
1)Research on image synthesis of fabric replacement in suit customization; IEEE International Conference on Imaging Systems and Techniques, Proceedings; Oct-2022
2)Chinese named entity recognition using adversarial training and attention mechanism; 3rd International Conference on Computer Information and Big Data Applications; Oct-2022
3)Joint model for learning state recognition with combining action detection and object detection; IEEE International Conference on Imaging Systems and Techniques, Proceedings; Oct-2022
4)Verification Control Algorithm of Data Integrity Verification in Remote Data sharing; KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS; Feb-2022
Year 2021：
1)Cross-category Virtual Try-on Technology Research Based on PF-AFN2; The 5th International Conference on Video and Image Processing( ICVIP2021); Dec-2021
2)An improved 3D human model reconstruction technique based on Cascade MVSNet; Proceedings of SPIE - The International Society for Optical Engineering; Sep-2021
3)OJ Intelligent Training System based on Artificial Intelligence for Hierarchical Personalized Teaching; Proceedings - 2021 2nd International Conference on Artificial Intelligence and Education, ICAIE 2021; Jun-2021
4)Clothing Image Retrieval Based on Parts Detection and Segmentation; ACM International Conference Proceeding Series; May-2021
5)Route-optimization based storage allocation algorithm in intelligent high-bay warehouses; the 4th International Conference on Intelligent Autonomous Systems(ICoIAS’2021); May-2021
6)Verification algorithm for the duplicate verification data with multiple verifiers and multiple verification challenges; KSII Transactions on Internet and Information Systems; Feb-2021
7)Spatial Feature Recalibration DenseNet for Image Classification; Next Generation Information Technology; 2021-01
Year 2020：
1)A Study of Student Learning Status Classification Based on the Detection of Key Objects within the Visual Field; ACM International Conference Proceeding Series; Dec-2020
2)Intelligent Training Scheme for Online Judge System Designed Based on Problem Classification Using Similarity of Abastract Syntax Tree of Source Codes; 2020 International Conference on Information Science and Education（ICISE-IE 2020）; Nov-2020
3)Code Plagiarism Detection Method Based On Code Similarity and Student Behavior Characteristics;2020 IEEE International Conference on Artificial Intelligence and Computer Applications; Jun-2020
4)Face Detection Based on Image Stitching for Class Attendance Checking; International Conference on Image Processing and Capsule Networks (ICIPCN 2020); May-2020
Year 2019：
1)Storage Allocation Algorithm with Multi-Objective Optimization in High-Density Tridimensional Warehouse; 2019 6th International Conference on Systems and Informatics (ICSAI 2019); Dec-2019
2)Research on code plagiarism detection model based on random forest and gradient boosting decision tree;ACM International Conference Proceeding Series; Apr-2019
3)Service matching algorithm based on specification attributes and indexing mechanism in business process management; Computer integrated manufacturing system; 2019-04
Year 2018：
1)Matching algorithm of composite service based on indexing mechanism in BPM;Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Dec-2018
2) Research on optimization of BPM combined service matching algorithm; Software Guide; Jul-2018
3)Research on the status, types and development trend of WeChat public number; Wireless Connected Technology; Mar-2018
4)Research on vector image format conversion model based on weighted information theory; Wireless Connected Technology; Mar-2018
Year 2017:
1) Research and Implementation of an Improved PBFT Algorithm as an Ether Consensus Mechanism; Computer Applications and Software; Oct-2017
2)data verification tasks scheduling based on dynamic resource allocation in mobile big data storage;Computer Networks; Oct-2017
3)A binary image denoising method based on a custom height field; Computer Applications and Software; Sep-2017
4)An efficient adaptive broadcast protocol for different scenarios in VANETs;Recent Patents on Computer Science; Aug-2017
Year 2016：
1)An efficient VANET broadcast protocol based on distance and neighbor list;WIRELESS COMMUNICATION AND SENSOR NETWORK; Dec-2016
2)A Demand-Adaptive MAC Protocol without Information Packet Collision for VANET Safety Services;International Conference on Sensor Network and Computer Engineering (ICSNCE 2016); Jul-2016
3)A Demand - Adaptive MAC Protocol without Information Packet Collision for VANET Safety Services;PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON SENSOR NETWORK AND COMPUTER ENGINEERING; Jan-2016
2015年：
1) Design and implementation of a stock matching trading system based on relative volatility of yields; Computer Applications and Software; Sep-2015
2) Design and implementation of a complex event processing strategy management service module for securities trading; Computer Applications and Software; Apr-2015
3)A method based on TDMA for improving the accuracy of neighbor list in VANET;Computer Science and Applications - Proceedings of the Asia-Pacific Conference on Computer Science and Applications, CSAC 2014; Jan-2015
4)Maximum-lifetime least-cost multicasting in MANETs based on heuristic genetic algorithm;Frontiers in Artificial Intelligence and Applications; Jan-2015
Patents in recent years:
1. A method for detecting code plagiarism suspicion based on random forest model (Patent for Invention, 2021)
2. A collision detection early warning method based on vehicle networking technology (patent of invention, 2017)
3. A collision visualization and early warning method based on vehicle networking (patent of invention, 2018)
Honors and Awards
1)2012, May 4 Teacher Virtues Pioneer
2)2013, "Good Teacher in My Mind", Donghua University
3)2015, Eban Teaching Reform Award
4)2016, "Good Teacher in My Mind", Donghua University
5) 2017,Teaching Reform Exploration Award,
6) 2017,Third Prize of Teaching Achievement, Donghua University, 2017
7) 2017,Outstanding Gardener recommended for the "Light of Furry City - Civilization" in 2017
8) 2017,Good role model of Songjiang District Network, 2017
9) 2018,The most beautiful party member of Guangfulin Street in 2018
10) 2020,"Good Teacher in the Heart" of International Students in 2020
11) 2021,"Good Teacher in My Heart", Donghua University
12)2021, the first-class course of "Programming Fundamentals" in Shanghai
13)2022,Winner of the 4th National University Hybrid Teaching Design Innovation Competition
International Exchange and Cooperation.
2010.10-2011.10 Visiting Scholar at Purdue University, USA, for research on RFID, GPS positioning, etc.
2017.9-2018.8 Visiting Scholar at Purdue University, USA, for the development of rule engine in personal health assistance system, and user interaction with the system using natural language.
Contact information.
E-mail: huangturbo@dhu.edu.cn
Address: Room 353, Building No. 1