Yi Du

I am a full professor of Computer Network Information Center (CNIC), Chinese Academy of Sciences (CAS).

I currently lead Big Data Knowledge Engineering Lab that aims to fill the gap between data and knowledge.

My research and development interests focus on Scientific and Technology Knowledge Graph (STKG) and Data Mining.

(Information Last Updated: Aug.31th, 2023)

EDUCATION&EXPERIENCE
Jul.2019 - now	Director of Big Data Knowledge Engineering Laboratory, Computer Network Information Center, Chinese Academy of Sciences
Dec.2015 - now	Associate Professor at Big Data Application Service Technology Laboratory, Computer Network Information Center, Chinese Academy of Sciences
Sep.2015 - Sep.2016	Visiting Scholar at VACCINE, Purdue University Research Interest: Information Visualization, Visual Analytics Collaborator: David Ebert
Jul.2013 - Dec.2015	Assistant Professor at Scientific Data Center, Computer Network Information Center, Chinese Academy of Sciences Research Interest: Information Visualization, Human Computer Interaction
Sep.2008 - Jul.2013	Ph.D. Computer Science at Institute of Software, Chinese Academy of Sciences E-UIDL: A User Interface Description Language on Mobile Computing Advisor: Guozhong Dai Committee: Qingyi Hua, Yuanchun Shi, Guoping Wang, Zhiliang Wang, Shiguang Shan
Sep.2004 - Jul.2008	B.S. Software Engineering at School of Software, Shandong University Research and Application of Pen Based Graphical Editor Framework Advisor: Zhongmin Yan, Dongxing Teng

PROJECTS
	Think Tank System——Academic Division of the Chinese Academy of Sciences (Oct.2020-) Develop a think tank system to help Academic Division of the Chinese Academy of Sciences improve finding strategy scientists. Techniques:Bigdata, Data governance, Knowledge graph Demos:demo(Internal Network),screenshot1,screenshot2
	Data Convergence and Analysis System——Bureau of International Cooperation Chinese Academy of Sciences (Oct.2019-) Build a system to help analyze international cooperation of Bureau of International Cooperation Chinese Academy of Sciences. Techniques:Bigdata, Data governance, Knowledge graph Demos:demo(Internal Network),screenshot1,screenshot2
	Intelligent System——Bureau of Science&Technology for Development Chinese Academy of Sciences (Aug.2019——Jun.2020) Build a system to help analyze S&T of Bureau of Science&Technology for Development Chinese Academy of Sciences. Techniques:Bigdata, Graph database, Knowledge graph Demos:demo(Internal Network),screenshot1
	National Space Science Center (NSSC) Knowledge Management System (Apr.2019-Apr.2020) Build a knowledge management system for NSSC. Techniques:Bigdata, Graph Database, Network Analysis Demos:demo(Internal Network),screenshot1,screenshot2,screenshot3
	China Association for Science and Technology (CAST) Knowledge Graph System (Jan.2019-Jan.2020) Build a big data knowledge graph system to help CAST decision makers to get current research and development situations. Techniques:Crawler, Bigdata, Graph Database Demos:demo(Internal Network),screenshot1,screenshot2,screenshot3
	Tobacco Scientific Knowledge Graph System (Sep.2018-Dec.2019) Build a big data knowledge graph system to help researchers of tobacco domain. Techniques:PiFlow(big data pipline), Neo4J Demos:demo(Internal Network),screenshot
	Management and Service Platform of Big NSFC Knowledge Data (Jan.2017-now) Based on the long-collected data from NSFC (National Scientific Fundation of China), the platform re-organize researcher, achievement and project into a BigGraph model. Then, network analyzing and mining algorithms are used to get knowledge behind data. Techniques:Hadoop, Ambari, Titan, GraphX, Apache Nifi, Apache Kylin Demos:screenshot,,demo1,demo2,demo3
	Optimization of Alarm System about Navigation Mark (Oct.2016－Jan.2017) This project proposed a optimization system about Navigation Mark. Techniques:Python、RandomForest Demos:TBD
	Visual Analytics System of Correlation about Air Quality The system can help domain experts and analysts find potential cause and effect between multiple spatial regions and temporal scopes. Techniques:Javascript, D3.js demos:screenshot
	Visual Analytics System of Air Quality This system can help analyze the air quality by integrating multiple visualization techniques. Besides, this system also proposed an adaptive trend visualization technique. Techniques:Javascript, D3.js demos&papers:paper
	Data Visualization Platform(DVIZ) This is a visualization platform, similar to ManyEyes, but has more functions. This platform supports more than 9 data format, including 5 file and 4 database. Further more, it supports create one visualization with two or more charts, changes of one chart can affect the changes of other charts. Techniques:Java, ECharts, D3.js Demos&Papers:online screenshot gallary videos
	H7N9 Data Visualization System Using heatmap and paralle coordinate to visulizing the explosion of H7N9 bird flu. techniques:Java, D3.js Demos&Papers: online screenshot
	Radiation-hardened Orbit Design Demonstration System Desc. techniques:Java, WorldWind Java SDK Demos&Papers:screenshot1 screenshot2 screenshot3 videos
	Visualization System of a Food Factory Desc. techniques:Java, ECharts, MongoDB Demos&Papers:
	Orbit Data Visualization System Desc. techniques:Java, WorldWind Java SDK Demos&Papers:screenshot1 screenshot2 screenshot3 screenshot3
	The Taxi GPS Visualization System Desc. techniques:Java, MongoDB, OpenLayers Demos&Papers:screenshot1 screenshot2 screenshot3
	Research on User Interface Description Language under Mobile Environment Desc. techniques:Java, C Demos&Papers:toolsScreenshot1 toolsScreenshot2 generatedScreenshot1 generatedScreenshot2 generatedScreenshot3 generatedScreenshot4
	Direct Social Network Importer of Gephi This is a sub project of Google Summer of Code 2010. It is a graph visualization software, and can import, visualize and export graph. Besides these. My responsibility: Design and implement five data export plugins. These plugins can export data from twitter, facebook and NYT, and convert these data into gephi format. techniques:Java, Netbeans Demos&Papers:screenshot1 screenshot2 screenshot3
	Circle Pack for File System Desc. techniques:C++,OpenGL Demos&Papers:youtube
	Visual Analytics System for a Company using Daisy It is a visual analytics system built by Daisy. techniques:Java, RCP, Prefuse Demos&Papers:youtube
	Daisy It is a visualization platform for building a visualization quickly. techniques:Java, RCP, Prefuse Demos&Papers:youtube

RESEARCH PROJECTS
Science and technology knowledge graph. Excellent Young Scientists Fund, National Natural Science Foundation of China (project leader,2024-2026)
Mining software for photoelectric catalytic materials based on domain knowledge graph . National Key Research and Development Program(project leader,2023-2025)
A study of key technologies for visual analysis of large-scale space-time data correlation. Beijing Natural Science Foundation projects (project leader,2021-2023)
The talent system of science and technology think tanks. Academic Division of the Chinese Academy of Sciences (project leader,2020-2021)
Application and dissemination of trademark data analysis. National Intellectual Property Office of China (project leader,2020-2021)
Intelligent management service platform of scientific and technological cooperation based on knowledge graph. CAS STS (project leader,participant,2020-2023，Two projects.)
Research of Output Evaluation Methods Based on Technique Domain Knowledge Graph. Beijing Nova program of 2019 (project leader,2020-2022)
Design and Research of Open Sharing Policy and Platform of NSFC. National Natural Science Foundation of China (project leader,2020-2021)
Research and Application of New Innovation Method System based on CrowdIntelligent. Innovation Method Special Fund (executive leader,2020-2021)
Identity Resolution Public Service Support Platform（Industrail Knowledge Graph）. Industrial Internet Innovation and Development Project (project participant,2020-2022)
Tobacco Scientific Knowledge Graph. CNTC (China National Tobacco Corporation ) Science and Technology Major Project (project leader,2018-2020)
Research on the Technology of Intelligent Governance of Cross-domain Heterogeneous Data in Manufacturing Industry. National Key Research and Development Plan (task participant,2018-2020)
Building of Domain Specific Big Data Knowledge Graph. National Natural Science Foundation of China (executive leader,2019-2023)
Monitor, Tracing and Early Warning Techniques of Foodborne Diseases.. National Key Research and Development Plan (task leader,2018-2021)
Study on the method of interactive spatio-temporal data visualization based on Overview+Detail. Knowledge Innovation Program of Chinese Academy of Sciences (project leader,2015-2016,100,000RMB)
Research on Development Method of Spatio-temporal Data Visualizations Based on Model Driven Approach. National Natural Science Foundation of China (project leader,2015-2017,260,000RMB)
Research on Spatial-temporal Visualization Service of Big Data Based on Unconventional Emergency Management. National Natural Science Foundation of China (project participant)
Research on Metaphor-based Interactive Learning Environment for Children. National Natural Science Foundation of China (project participant)
By blending pen input document analysis and recognition theory and method of research. National Natural Science Foundation of China (project participant)
Based on the research on man-machine interaction device attributes fusion. National Natural Science Foundation of China (project participant)
Personal information management research for more equipment. National Natural Science Foundation of China (project participant)
For video semantic description and interaction of the sketch interface key technology research. National Natural Science Foundation of China (project participant)
Reality - -based Interaction model and user interface evaluation method research. National Natural Science Foundation of China (project participant)
Based on handwritten equipment on-line handwriting intelligent understanding and interactive technology research. National Natural Science Foundation of China (project participant)

PUBLICATIONS
Journal Articles	Yang Gao, Ludi Wang, Xueqing Chen, Yi Du, Bin Wang, Revisiting electrocatalyst design by a knowledge graph of Cu-based catalysts for CO2 reduction ,ACS Catalysis, 2023. (SCI IF:13.7,JCR Q1) Ludi Wang, Yang Gao, Xueqing Chen, Wenjuan Cui, Yuanchun Zhou,Xinying Luo, Shuaishuai Xu,Yi Du, Bin Wang, A corpus of CO2 electrocatalytic reduction process extracted from the scientific literature ,Scientific Data, 2023. (SCI IF:8.5,JCR Q1) Meng Xiao, Ziyue Qiao, Yanjie Fu, Hao Dong, Yi Du, Pengyang Wang, Hui Xiong, Yuanchun Zhou, Hierarchical Interdisciplinary Topic Detection Model for Research Proposal Classification ,IEEE Transactions on Knowledge and Data Engineering, 2023. (CCF Rank A) Ziyue Qiao, Pengyang Wang, Pengfei Wang, Zhiyuan Ning, Yanjie Fu, Yi Du, Yuanchun Zhou, Jianqiang Hua, Xian-sheng Hua, Hui Xiong, A Dual-Channel Semi-Supervised Learning Framework on Graphs via Knowledge Transfer and Meta-Learning,ACM Transactions on the Web, 2023.(CCF Rank C) Ziyue Qiao,Yanjie Fu,Pengyang Wang,Meng Xiao,Zhiyuan Ning,Yi Du,Yuanchun Zhou, RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-Training, IEEE Transactions on Big Data, 2022.(CCF Rank C, JCR Q1) Farah Deeba, Fayaz A. Dharejo, Muhammad Zawish, Fida H. Memon, Kapal Dev, Rizwan A. Naqvi, Yuanchun Zhou, Yi Du, A novel image dehazing framework for robust vision-based intelligent systems, International Journal of Intelligent Systems, 2021.(SCI IF:8.7) Yi Du, Yunchang Guo, Machine learning techniques and research framework in foodborne disease surveillance system, Food Control, 2021.(SCI IF:5.55) Yi Du, Hanxue Wang, Wenjuan Cui, Hengshu Zhu, Yunchang Guo, Fayaz Ali Dharejo, Yuanchun Zhou, Foodborne Disease Risk Prediction using Multi-Graph Structural LSTM: Algorithm Design and Validation Study, JMIR Medical Informatics, 2021. Accepted (SCI IF:2.58) Weijun Wang, Chang Yao, Ziyue Qiao, Wenjuan Cui, Yi Du, Yuanchun Zhou,Method of Discovering Interdisciplinary Knowledge of the National Natural Science Foundation of China Based on Word Embedding: A Case Study on Artificial Intelligence and Information Management, Journal of the China Society for Scientific and Technical Information, 2021. Accepted（FMS T1) Yimeng Wang, Ye Tian, Shanpeng Sun, Yuanchun Zhou, Yi Du,Community Detection of Researchers Based on ORCID and Weighted Cross-layer Edge Clustering Coefficients, Computer Systems & Applications, 2021. Accepted Peng Zhang, Wenjuan Cui, Hanxue Wang, Yuanchun Zhou, Yi Du* ,High-efficiency machine learning method for identifying foodborne disease outbreaks and confounding factors, Foodborne Pathogens and Disease, 2021. Accepted(SCI IF:2.6) Farah Deeba, Yuanchun Zhou, Fayaz Ali Dharejo, Yi Du, Xuezhi Wang, She Kun ,Multi-scale Single Image Super-Resolution with Remote-Sensing Application Using Transferred Wide Residual Network, Wireless Personal Communications, 2021. (SCI IF:1.07) Fayaz Ali Dharejo, Farah Deeba, Yuanchun Zhou, Das Bhagwan, Jatoi, Munsif Ali, Zawish Muhammad, Yi Du, Xuezhi Wang,Single Image Remote Sensing Super-Resolution Combined with the Transferred Generative Adversarial Network and Wavelet Transformation, ACM Transactions on Intelligent Systems and Technology, 2021.Accepted (CCF Rank B) Fayaz Ali Dharejo, Yuanchun Zhou, Farah Deeba, Munsif Ali Jatoi, Muhammad Ashfaq Khan, Ghulam Ali Mallah, Abdul Ghaffar, Muhammad Chhattal, Yi Du, Xuezhi Wang,A deep hybrid neural network for single image dehazing via wavelet transform, Optik,2021. (SCI IF:2.2) Farah Deeba, Yuanchun Zhou, Fayaz Ali Dharejo, Muhammad Ashfaq Khan, Bhagwan Das, Xuezhi Wang, Yi Du,A Plexus-Convolutional Neural Network Framework for Fast Remote Sensing Image Super-Resolution in wavelet Domain, IET Image Processing,2021. (SCI IF:2.0) Hanxue Wang, Wenjuan Cui, Yunchang Guo, Yi Du, Yuanchun Zhou,Prediction of Foodborne Diseases Pathogens: A Machine Learning Approach, JMIR Medical Informatics,2020. (SCI IF:2.58) Hanxue Wang,Wenjuan Cui,Yuanchun Zhou,Yi Du, A Method for Identifying Pathogens of Foodborne Diseases based on Machine Learning, Data Analysis and Knowledge Discovery,2020. (FMS T2) Fayaz Ali Dharejo, Yuanchun Zhou, Farah Deeba, Munsif Ali Jatoi, Yi Du, Xuezhi Wang, A remote‐sensing image enhancement algorithm based on patch‐wise dark channel prior and histogram equalisation with colour correction, IET Image Processing,2020. (SCI IF:2.0) Yongsheng Wang, Weihua Feng, Xinzhang Zheng, Yali Liu, Nan Jia, Rui Wang, Guohao Zong, Di Wang, Yi Du Design and implementation of tobacco science and technology knowledge graph service platform, Computer Applications and Softwares(Accepted),2020. Xiaojie Zhu, Zihao Zhao, Yi Du* PiFlow: model driven big data pipeline framework. Journal of Computer Applications, Journal of Computer Applications,2020. Yuanchun Zhou, Weijun Wang, Ziyue Qiao, Meng Xiao, Yi Du* A survey on the construction methods and applications of scitech big data knowledge graph, SCIENCE CHINA Information Sciences,2020. Chengzan Li,Jianhui Li,Xuezhi Wang, Zhihong Shen,Yi Du, Research on Data Recommendation based on Community Detection of Citation Network, Journal of the China Society for Scientific and Technical Information,2019. (Accepted) Dharejo Fayaz Ali, Zhou Yuanchun, Deeba Farah, Du Yi, A Color Enhancement Scene Estimation Approach for Single Image Haze Removal, Geoscience and Remote Sensing Letters,2019. (SCI IF:3.5) TiNle Chen,Jun Pu,Xiaojie Zhu,Wenjuan Cui,Weihua Feng,Rui Wang, Yi Du,Yuanchun Zhou A Hierarchical Splitting and Merging Task Management Method in Big Data Dataflow Processing, e-Science Technology & Application,2019. Yuanchun Zhou, Qingling Chang, Yi Du, SKS: A Platform for Big Data Based Scientific Knowledge Graph, Frontiers of Data and Computing,2019. Jianghua Zhao, Xuezhi Wang, Hongqing Song, Yi Du, Wenjuan Cui and Yuanchun Zhou, Spatiotemporal Trend Analysis of PM2.5 Concentration in China, 1999–2016, Atmosphere,2019. (SCI) Chang Yao, Xiaofan Wang, Yi Du, Zhaotian Zhang, Jianjun Li, Yanni Hao, Architecture and Key Techniques of NSFC Big Data Knowledge Management Platform, Science Foundation in China,2019. Junjun FAN, Feng TIAN,, Yi DU, Zhengjie LIU, Guozhong DAI, Thoughts on human-computer interaction in the age of artificial intelligence, SCIENTIA SINICA Informationis,2018. Yi Du, Abish Malik, Lianke Zhou, Yuanchun Zhou, A Correlation Visual Analytics System for Air Quality, Chinese Journal of Electronics,2018. (SCI)(Accepted) Yi Du, Lei Ren, Yuanchun Zhou, Jianhui Li, Feng Tian, Guozhong Dai, Banded Choropleth Map, Personal and Ubiquitous Computing,2017. (SCI) Fei Lv, Feng Tian, Yi Du, Xiangkai Chen, Wenjun Hou , Lei Ren, Guozhong Dai, A Natural User Interface Evaluation Method Based on Reality Framework, Journal of Computer-Aided Design & Computer Graphics,vol. 29, no. 11, pp. 2076-2082, 2017. Lei Ren, Yongchang Wei, Jin Cui, Yi Du, A Sliding Window based Multi-stage Clustering and Probabilistic Forecasting Approach for Large Multivariate Time Series Data, Journal of Statistical Computation and Simulation (GSCS),2017. (SCI) Wenjuan Cui, Pengfei Wang, Xin Chen, Yi Du, Danhuai Guo, Yuanchun Zhou, Jianhui Li, An Algorithm for Event Detection Based on Social Media Data, Neurocomputing,2017. (SCI) Yi Du, Cuixia Ma, Chao Wu, Xiaowei Xu, Yike Guo, Yuanchun Zhou, Jianhui Li, A Visual Analytics Approach for Station-based Air Quality Data, Sensors (Big Data and Cloud Computing for Sensor Networks),17(1), 30, 2017. (SCI) Yi Du, Danhuai Guo, Xin Chen, Lei Ren, Guozhong Dai, DVIZ: A Model-driven Visualization System, Journal of Software, vol. 27, no. 5, pp. 1199-1211, 2016（In Chinese) Yi Du, Feng Tian,Guozhong Dai, A Development Approach Based on Extensible User Interface Description Language, Journal of Software, vol. 26, no. 7, pp. 1772-1784, 2015.（In Chinese) Yi Du, Danhuai Guo, Yuanchun Zhou,Jianhui Li, A Data Processing and Visualization Platform for Large-scale Spatio-temporal Data, Journal of Computer Research and Development, vol. 51, no. s2, pp. 10-17, 2015.（In Chinese) Lei Ren, Yi Du,Guozhong Dai, Human-Computer Interaction Based on Semantic Focus+Context For Big Data Visualization in Small Interface, Chinese Journal of Computers, vol. 38, no. 12, pp. 2488-2498, 2015.（In Chinese) Lei Ren, Yi Du, Shuai Ma,XiaoLong Zhang, Visual Analytics Towards Big Data, Journal of Software, vol. 25, no. 19, pp. 1909-1936, 2013.（In Chinese) Yi Du, Feng Tian, Cuixia Ma,Guozhong Dai, A User Interface Generation Framework Based on Multi-scale Description Method, Chinese Journal of Computers, vol. 36, no. 11, pp. 2179-2190, 2013.（In Chinese) Yi Du,Lei Ren, DaisyVA:An Intelligent Interactive Visualization Platform for Visual Analysis of Multi-Facet Information, Journal of Computer-Aided Design & Computer Graphics, vol. 25, no. 8, pp. 1177-1182, 2013.（In Chinese) Yi Du, Changzhi Deng, Feng Tian,Guozhong Dai, Extensible user interface description language, Journal of Software, vol. 24, no. 5, pp. 1127-1142, 2013.（In Chinese) Yi Du, Fei Lv, Feng Tian, Wenjun Hou, Cuixia Ma,Guozhong Dai, Sketch-Based interface for creation and visual representation of hyper videos, Journal of Software, vol. 24, no. Suppl.(2), pp. 32-41, 2013.（In Chinese) Yi Du, Feng Tian, Guozhong Dai, Feng Wang,Hongan Wang, A User Model Based on Mobile Environment, Journal of Software, vol. 22, pp. 120-128, 2011.（In Chinese) Yi Du, Cuixia Ma, Dongxing Teng,Guozhong Dai, CONCEPT-SKETCH: A Tool for Cooperative Visual Analytics*, International Journal of Advanced Intelligence (IJAI), vol. 3, no. 1, pp. 95-113, 2011.
Conference Papers/Posters	Yi Du, Ludi Wang, Mengyi Huang, Dongze Song, Wenjuan Cui, Yuanchun Zhou.(2023) Autodive: An Integrated Onsite Scientific Literature Annotation Tool,The 61st Annual Meeting of the Association for Computational Linguistics(ACL 2023 demo track). (CCF Rank A) Xu Ye, Meng Xiao, Zhiyuan Ning, Weiwei Dai, Wenjuan Cui, Yi Du, Yuanchun Zhou.(2023) NEEDED: Introducing Hierarchical Transformer to Eye Diseases Diagnosis, SIAM International Conference on Data Mining（SDM23）. (CCF Rank B) Meng Xiao, Ziyue Qiao, Yanjie Fu, Yi Du, Pengyang Wang, and Yuanchun Zhou. (2021) Expert Knowledge-Guided Length-Variant Hierarchical Label Generation for Proposal Classification, 21st IEEE International Conference on Data Mining (ICDM 2021). (CCF Rank B） Kaichun Yao, Chuan Qin, Hengshu Zhu, Chao Ma, Jingshuai Zhang, Yi Du, Hui Xiong. (2021) An Interactive Neurual Network Approach to Keyphrase Extraction in Talent Recruitment, 30th ACM International Conference on Information and Knowledge Management (CIKM 2021). (CCF Rank B） Zhengzheng Tang, Ziyue Qiao, Xuehai Hong, Yang Wang, Fayaz Ali Dharejo, Yuanchun Zhou, Yi Du. (2021) Data Augmentation for Graph Convolutional Network on Semi-Supervised Classification, The 5th Asia Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data (APWeb-WAIM). (CCF Rank C） Zhiyuan Ning, Ziyue Qiao, Hao Dong, Yi Du, Yuanchun Zhou. (2021) LightCAKE: A Lightweight Framework for Context-Aware Knowledge Graph Embedding, The 25th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-2021),2021. (CCF Rank C） Ziyue Qiao, Zhiyuan Ning, Yi Du, Yuanchun Zhou. (2020) Context-Enhanced Entity and Relation Embedding for Knowledge Graph Completion, AAAI Conference on Artificial Intelligence (AAAI),2020. （Poster, CCF Rank A） Ziyue Qiao, Pengyang Wang, Yanjie Fu, Yi Du, Pengfei Wang, Yuanchun Zhou. (2020) Tree Structure-Aware Graph Representation Learning via Integrated Hierarchical Aggregation and Relational Metric Learning, The 20th IEEE International Conference on Data Mining (ICDM),2020. （CCF Rank B） Ziyue Qiao, Yi Du, Yanjie Fu, Pengfei Wang, Yuanchun Zhou. (2019) Unsupervised Author Disambiguation using Heterogeneous Graph Convolutional Network Embedding, IEEE International Conference on Big Data,2019. Yi Du, Jia Li, Yuanchun Zhou Controlled Experiment of Banded Choropleth Map, HHME,2018 . Wenjuan Cui, Yi Du, Zhihong Shen, Yuanchun Zhou, Jianhui Li. (2017) Personalized Microblog Recommendation Using Sentimental Features. IEEE International Conference on Big Data and Smart Computing (IEEE BigComp 2017). Fei Lyu, Lei Ren, Yi Du (2017) An Optimization Method for User Interface Components Based on Big Data. In: Zhang L., Ren L., Kordon F. (eds) Challenges and Opportunity with Big Data. Monterey Workshop 2016. Lecture Notes in Computer Science, vol 10228. Springer, Cham Yi Du, Lei Ren, Yuanchun Zhou, Jiahui Li(2017) A Model-Driven Visualization System Based on DVDL. In: Zhang L., Ren L., Kordon F. (eds) Challenges and Opportunity with Big Data. Monterey Workshop 2016. Lecture Notes in Computer Science, vol 10228. Springer, Cham Wenjuan Cui, Pengfei Wang, Xin Chen, Yi Du, Danhuai Guo, Yuanchun Zhou, Jianhui Li, How to Use the Social Media Data in Assisting Restaurant Recommendation. In H. Gao, J. Kim & Y. Sakurai (Eds.), Database Systems for Advanced Applications: DASFAA 2016 International Workshops: BDMS, BDQM, MoI, and SeCoP, Dallas, TX, USA, April 16-19, 2016, Proceedings (pp. 134-141). Cham: Springer International Publishing. Yi Du, Qianyu Liu, Yuanchun Zhou, Jianhui Li, DVIZ: A Model-driven Visualization Generation System* (Poster), in IEEE Symposium on Visual Analytics Science and Technology (VAST) 2015, Chicago, USA, 2015. preview Danhuai Guo, Yi Du,A Visualization Platform for Spario-Temporal Data: a Data Intensive Computation Framework, in the 23rd International conference on Geoinformatics 2015, Wuhan, China, 2015. Lei Ren,Yi Du, A Sketch+Fisheye Interface for Visual Analytics of Large Time-Series (Poster), in IEEE Symposium on Visual Analytics Science and Technology (VAST) 2014, Paris, France, 2014, pp. 265-266. Lei Ren, Jin Cui, Yi Du,Guozhong Dai, Multilevel Interaction Model For Hierarchical Tasks In Information Visualization, in The 6th International Symposium on Visual Information Communication and Interaction (VINCI 2013) Tianjin, China, 2013, pp. 11-16. （EI） Yingying Jiang, Feng Tian, Guang Li, Xiaolong (Luke) Zhang, Yi Du, Guozhong Dai,Hongan Wang, SpeechTouch: Precise Cursor Positioning on Touch Screen Mobiles, in 15th International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI 2013), Munich, 2013.（EI） Yi Du, Cuixia Ma, Dongxing Teng,Guozhong Dai, Cooperative Concept Map Based on Cognitive Model for Visual Analysis, in The 3rd Visual Information Communication - International Symposium (VINCI 2010), Beijing, China, 2010, pp. 76-83.（EI） Cuixia Ma, Yi Du, Dongxing Teng, Jia Chen, Hongan Wang, Guozhong Dai, An Adaptive Sketching User Interface for Education System in Virtual Reality, in Proceedings 2009 IEEE International Symposium on IT in Medicine and Education (ITME 2009), Jinan, China, 2009, pp. 796-802.（EI）
Thesis	Yi Du, E-UIDL: A User Interface Description Language on Mobile Computing, Doctor's Thesis, Chinese Academy of Sciences, China, 2013 Yi Du, Research and Application of a Pen Based Graphical Editor Framework, Bachelor's Thesis, Shandong University, China, 2008.
Patents	More Chinese Pattents：see here. Chinese Pattents：A spatio-temporal lead/lag correlation visualization method. Yi Du, Yuanchun Zhou, Jianhui Li. App. No. 201610694753.6 Chinese Pattents：A visualization method on spatio-temporal lead/lag correlation based on Theme River. Yi Du, Yuanchun Zhou, Jianhui Li. App. No. 201610640243.0 Chinese Pattents：A spatio-temporal lead/lag correlation calculation method based on meteorological data. Yi Du, Wenjuan Cui, Yuanchun Zhou, Jianhui Li. App. No.2016104650296 Chinese Pattents：A spatial clustering medhod based on time series correlation. Yi Du, Wenjuan Cui, Fei Lv, Yuanchun Zhou, Jianhui Li. App. No. 201610404636.1 Chinese Pattents：A dispatch method of spatio-temporal data service based on access heat. Yi Du, Danhuai Guo, Yi Du, Yuanchun Zhou, Jianhui Li. App. No. 2014108485284 Chinese Pattents：A visualization development method and platform based on web environment. Yi Du, Danhuai Guo, Yuanchun Zhou, Jianhui Li. App. No. 2014108493971 Chinese Pattents：A interactive spatial scene search method. Danhuai Guo, Yi Du, Yuanchun Zhou, Jianhui Li. App. No. 201310682924X
Book Chapters	Yuanchun Zhou,Junjie Wu,Li Qian,Yi Du,Guannan Liu New System of Innovative Methods. Press of University of Science and Technology of China, 2022. Guozhong Dai,Feng Tian, Pen Based User Interface (2nd Edition). Press of University of Science and Technology of China, 2014. Chapter 6 & 7.