黃秋波
男，副教授🕒，碩士生導師，計算機軟件與理論系
1975年7月生🧨💛，2003年畢業於復旦大學計算機軟件與理論專業，2007年被聘碩士生導師。2010年10月至2011年10月以及2017年9月至2018年8月兩度於美國普度大學訪學。
在國內外重要期刊或會議上發表學術論文50余篇🎅🏻。研究興趣包括計算機視覺📶、機器學習、大數據處理、強化學習等🏙。
研究方向：
1）使用深度學習進行計算機視覺的研究𓀛。
2）使用機器學習對大數據進行分析，為企業服務。
3）使用高性能算法進行分布式處理👁、改進企業應用💅🏼。
講授課程：
研究生: 高級程序設計
本科生: 數據結構
本科生: 程序設計基礎（C++）
本科生: 程序設計競賽
主要研究成果：
近期主持或參與的科研項目🫁：
1)深度學習模型移動端自動部署研究 2022-2023
2)工業物聯網平臺 2020-2021
3)音鋒密集庫入庫庫位分配 2019-2021
4)程序設計語言在線作業提交OJ系統 2016-至今
5)證券交易算法回測系統 2020
6)文化魔方數據分析管理系統 2018-2019
7)物流機器人系統及工業物聯網系統 2018-2019
8)智能醫療（機器人問答系統）2017-2019
9)證券投資與分析平臺2017-2019
10)同振電子商務軟件系統研發 2015
11)明想PLC信息庫 2014-2015
12)基於手機的課堂簽到與資源共享系統2014-2015
13)復旦微電子空中充值平臺 2014
14)企業詢價報價系統 2014
近幾年的論著：
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)用於圖像分類的空間特征重校準DenseNet; 新一代信息技術;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)業務流程管理中基於規格屬性及索引機製的服務匹配算法;計算機集成製造系統; 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組合服務匹配算法優化研究;軟件導刊; Jul-2018
3)微信公眾號的現狀🚴🏽♂️⛰、類型及發展趨勢研究;無線互聯科技; Mar-2018
4)基於加權信息論的矢量圖片格式轉換模型研究;無線互聯科技;Mar-2018
2017年：
1)一種改進PBFT算法作為以太坊共識機製的研究與實現;計算機應用與軟件; Oct-2017
2)data verification tasks scheduling based on dynamic resource allocation in mobile big data storage;Computer Networks; Oct-2017
3)一種基於自定義高度場的二值圖像去噪方法;計算機應用與軟件; 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)一種基於收益率相對波動的股票配對交易系統的設計與實現;計算機應用與軟件; Sep-2015
2)證券交易復雜事件處理策略管理服務模塊的設計與實現;計算機應用與軟件; 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
專利🏮🤟🏿：
1. 一種基於隨機森林模型的代碼抄襲嫌疑檢測的方法(發明專利💆🏿♂️，2021年)
2. 一種基於車聯網技術的碰撞檢測預警方法（發明專利， 2017年）
3. 一種基於車聯網的碰撞可視化預警方法（發明專利，2018年）
榮譽及獲獎
1)2012年，五四師德標兵
2)2013年，沐鸣娱乐“我心目中的好老師”
3)2015年，易班教學改革獎
4)2016年🐬，沐鸣娱乐“我心目中的好老師”
5)2017年，教學改革探索獎
6)2017年🎭，沐鸣娱乐教學成果三等獎
7)2017年🧑🏼💼，推薦為“茸城之光•文明同行”優秀園丁
8)2017年，松江區網絡好榜樣
9)2018年，廣富林街道最美黨員
10)2020年，留學生“心目中的好老師”
11)2021年☛，沐鸣娱乐“我心目中的好老師”
12)2021年，主持上海市《程序設計基礎》一流課程
13)2022年，第四屆全國高校混合式教學設計創新大賽優勝獎
國際交流與合作👨👨👧👧🍊：
2010.10-2011.10普渡大學訪問學者，至美國普渡大學訪學合作項目，進行RFID🤾🏻💁🏿♂️、GPS定位等研究🤸♀️。
2017.9-2018.8普渡大學訪問學者✂️，至美國普渡大學訪學合作項目🫰🏻，進行個人健康輔助系統中規則引擎的開發，以及用戶使用自然語言與系統交互💁🏽。
聯系方式🖼：
郵箱：huangturbo@dhu.edu.cn
辦公室：1號沐鸣樓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