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Xingyu Lan, Yanqiu Wu, Nan Cao Affective Visualization Design: Leveraging the Emotional Power of Data IEEE Transactions on Visualization and Computer Graphics (IEEE Vis2023) (Best Paper)
Yang Shi, Bingchang Chen, Ying Chen, Zhuochen Jin, Ke Xu, Xiaohan Jiao, Tian Gao, Nan Cao Supporting Guided Exploratory Visual Analysis on Time Series Data with Reinforcement Learning IEEE Transactions on Visualization and Computer Graphics (IEEE Vis2023)
Yifang Wang, Yifan Qian, Xiaoyu Qi, Nan Cao, Dashun Wang InnovationInsights: A Visual Analytics Approach for Understanding the Dual Frontiers of Science and Technology IEEE Transactions on Visualization and Computer Graphics (IEEE Vis2023) (Honorable Mention)
Qing Chen, Nan Chen, Wei Shuai, Guande Wu, Zhe Xu, Hanghang Tong, Nan Cao Calliope-Net: Automatic Generation of Graph Data Facts via Annotated Node-link Diagrams IEEE Transactions on Visualization and Computer Graphics (IEEE Vis 2023)
Yi Guo, Nan Cao, Xiaoyu Qi, Haoyang Li, Danqing Shi, Jing Zhang, Qing Chen, Daniel Weiskopf Enhancing Natural Language-Based Data Exploration with Analysis Pipeline Illustration IEEE VIS 2023 (Honorable Mention)
Nanxuan Zhao, Shengqi Dang, Hexun Lin, Yang Shi, Nan Cao Bring Clipart to Life International Conference on Computer Vision (ICCV2023)
Qing Chen, Shixiong Cao, Jiazhe Wang, Nan Cao How Does Automation Shape the Process of Narrative Visualization: A Survey of Tools IEEE Transactions on Visualization and Computer Graphics
Yang Shi, Tian Gao, Xiaohan Jiao, Nan Cao Understanding Design Collaboration Between Designers and Artificial Intelligence: A Systematic Literature Review In Proceedings of the ACM on Human-Computer Interaction (CSCW2023)
Mengdi Sun, Ligan Cai, Weiwei Cui, Yanqiu Wu, Yang Shi, Nan Cao Erato: Cooperative Data Story Editing via Fact Interpolation IEEE Transactions on Visualization and Computer Graphics (IEEE Vis2022)
Yang Shi, Tian Gao, Xiaohan Jiao, Nan Cao Breaking the Fourth Wall of Data Stories through Interaction IEEE Transactions on Visualization and Computer Graphics (IEEE Vis2022) (Honorable Mention)
Yang Shi, Pei Liu, Siji Chen, Mengdi Sun, Nan Cao Supporting Expressive and Faithful Pictorial Visualization Design with Visual Style Transfer IEEE Transactions on Visualization and Computer Graphics (IEEE Vis2022) (Honorable Mention)
Yixuan Li, Yusheng Qi, Yang Shi, Qing Chen, Nan Cao, Siming Chen Diverse Interaction Recommendation for Public Users Exploring Multi-view Visualization using Deep Learning IEEE Transactions on Visualization and Computer Graphics (IEEE Vis2022)
Yang Shi, Siji Chen, Pei Liu, Jiang Long, Nan Cao ColorCook: Augmenting Color Design for Dashboarding with Domain-Associated Palettes In Proceedings of the ACM on Human-Computer Interaction (CSCW2022)
Xingyu Lan, Yanqiu Wu, Yang Shi, Qing Chen, Nan Cao Negative Emotions, Positive Outcomes? Exploring the Communication of Negativity in Serious Data Stories In Proceedings of the ACM CHI Conference on Human Factors in Computing Systems (SIGCHI2022)
Yi Guo, Shunan Guo, Zhuochen Jin, Smiti Kaul, David Gotz, Nan Cao A Survey on Visual Analysis of Event Sequence Data IEEE Transactions on Visualization and Computer Graphics
Qing Chen, Fuling Sun, Xinyue Xu, Zui Chen, Jiazhe Wang, Nan Cao VizLinter: A Linter and Fixer Framework for Data Visualization IEEE Transactions on Visualization and Computer Graphics (IEEE Vis2021)
Leni Yang, Xian Xu, Xingyu Lan, Ziyan Liu, Shunan Guo, Yang Shi, Huamin Qu, Nan Cao A Design Space for Applying the Freytag’s Pyramid Structure to Data Stories IEEE Transactions on Visualization and Computer Graphics (IEEE Vis2021)
Xingyu Lan, Yang Shi, Yanqiu Wu, Xiaohan Jiao, Nan Cao Kineticharts: Augmenting Affective Expressiveness of Charts in Data Stories with Animation Design IEEE Transactions on Visualization and Computer Graphics (IEEE Vis2021)
Smiti Kaul, David Borland, Nan Cao, David Gotz Improving Visualization Interpretation Using Counterfactuals IEEE Transactions on Visualization and Computer Graphics (IEEE Vis2021)
Shunan Guo, Zhuochen Jin, Qing Chen, Hongyuan Zha, David Gotz, Nan Cao Interpretable Anomaly Detection in Event Sequences via Sequence Matching and Visual Comparison IEEE Transactions on Visualization and Computer Graphics
Danqing Shi, Fuling Sun, Xinyue Xu, Xingyu Lan, David Gotz, Nan Cao AutoClips: An Automatic Approach to Video Generation from Data Facts Computer Graphics Forum (EuroVis 2021)
Qinghai Zhou, Liangyue Li, Nan Cao, Lei Ying, Hanghang Tong Adversarial Attacks on Multi-Network Mining: Problem Definition and Fast Solutions IEEE Transactions on Knowledge and Data Engineering
Xingyu Lan, Yang Shi, Yueyao Zhang, Nan Cao Smile or Scowl? Looking at Infographic Design Through the Affective Lens IEEE Transactions on Visualization and Computer Graphics (IEEE PacificVis 2021)
Lecheng Zheng, Yu Cheng, Hongxia Yang, Nan Cao, Jingrui He Deep Co-Attention Network for Multi-View Subspace Learning In Proceedings of the Web Conference (WWW2021)
Qinghai Zhou, Liangyue Li, Xintao Wu, Nan Cao, Lei Ying, Hanghang Tong Attent: Active Attributed Network Alignment In Proceedings of the Web Conference (WWW2021)
Yang Shi, Zhaorui Li, Lingfei Xu, Nan Cao Understanding the Design Space for Animated Narratives Applied to Illustrations Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems (SIGCHI2021 EA)
Shunan Guo, Zhuochen Jin, Fuling Sun, Jingwen Li, Zhaorui Li, Yang Shi, Nan Cao Vinci: An Intelligent Graphic Design System forGenerating Advertising Posters In Proceedings of the ACM CHI Conference on Human Factors in Computing Systems (SIGCHI2021)
Xingyu Lan, Xinyue Xu, Nan Cao Understanding Narrative Linearity for Telling ExpressiveTime-Oriented Stories In Proceedings of the ACM CHI Conference on Human Factors in Computing Systems (SIGCHI2021)
Yang Shi, Xingyu Lan, Jingwen Li, Zhaorui Li, Nan Cao Communicating with Motion: A Design Space for Animated Visual Narratives in Data Videos In Proceedings of the ACM CHI Conference on Human Factors in Computing Systems (SIGCHI2021)
Zhuochen Jin, Nan Cao, Yang Shi, Wenchao Wu, Yingcai Wu EcoLens: Visual Analysis of Ecological Regions in Urban Contexts Using Traffic Data ChinaVis 2020 (Best Paper), Journal of Visualization (JOV)
Danqing Shi, Xinyue Xu, Fuling Sun, Yang Shi, Nan Cao Calliope: Automatic Visual Data Story Generation from a Spreadsheet IEEE Transactions on Visualization and Computer Graphics (IEEE InfoVis2020)
Zhuochen Jin, Shunan Guo, Nan Chen, Daniel Weiskopf, David Gotz, Nan Cao Visual Causality Analysis of Event Sequence Data IEEE Transactions on Visualization and Computer Graphics (IEEE VAST2020)
Yang Shi, Nan Cao, Xiaojuan Ma, Siji Chen, Pei Liu EmoG: Supporting the Sketching of Emotional Expressions for Storyboarding In Proceedings of the ACM CHI Conference on Human Factors in Computing Systems (SIGCHI2020)
Yang Shi, Yuyin Liu, Hanghang Tong, Jingrui He, Gang Yan, Cao Nan Visual Analytics of Anomalous User Behaviors: A Survey IEEE Transactions on Big Data (TBD)
Meijia Wang, Jian Kang, Cao Nan, Yinglong Xia, Wei Fan, Hanghang Tong Graph Ranking Auditing: Problem Definition and Fast Solutions IEEE Transactions on Knowledge and Data Engineering (TKDE)
Danqing Shi, Yang Shi, Xinyue Xu, Nan Chen, Siwei Fu, Hongjin Wu, Nan Cao Task-Oriented Optimal Sequencing of Visualization Charts IEEE Visualization in Data Science (VDS2019)
Zhuochen Jin, Shuyuan Cui, Shunan Guo, David Gotz, Jimeng Sun, Nan Cao CarePre: An Intelligent Clinical Decision Assistance System ACM Transactions on Computing for Healthcare
Yang Shi, Maoran Xu, Rongwen Zhao, Hao Fu, Tongshuang Wu, Nan Cao Interactive Context-Aware Anomaly Detection Guided by User Feedback IEEE Transactions on Human-Machine Systems (HMS)
Nan Cao 信息可视化及可视分析在智慧医疗领域的应用(中文邀稿) 中国计算机学会通讯 数据可视化的新疆界专题
Shunan Guo, Fan Du, Sana Malik, Eunyee Koh, Sungchul Kim, Zhicheng Liu, Donghyun Kim, Hongyuan Zha, Nan Cao Visualizing Uncertainty and Alternatives in Event Sequence Predictions In Proceedings of the ACM CHI Conference on Human Factors in Computing Systems (SIGCHI2019)
Nan Cao, Xin Yan, Yang Shi, Chaoran Chen AI-Sketcher: A Deep Generative Model for Generating High Quality Sketches In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI2019)
Shunan Guo, Zhuochen Jin, David Gotz, Fan Du, Hongyuan Zha, Nan Cao Visual Progression Analysis of Event Sequence Data IEEE Transactions on Visualization and Computer Graphics (IEEE VAST2019)
Ke Xu, Meng Xia, Xing Mu, Yun Wang, Nan Cao EnsembleLens: Ensemble-based Visual Exploration of Anomaly Detection Algorithms with Multidimensional Data IEEE Transactions on Visualization and Computer Graphics (IEEE VAST2019)
Wenchao Wu, Yixian Zheng, Kaiyuan Chen, Xiangyu Wang, Nan Cao A Visual Analytics Approach for Equipment Condition Monitoring in Smart Factories of Process Industry IEEE PacificVis 2018
Chaoguang Lin, Qiuhan Zhu, Shunan Guo, Zhuochen Jin, Yu-Ru Lin, Nan Cao Anomaly detection in spatiotemporal data via regularized non-negative tensor analysis Data Mining and Knowledge Discovery 2018
Yang Shi, Xin Yan, Xiaojuan Ma, Yongqi Lou, Nan Cao Designing Emotional Expressions of Conversational States for Voice Assistants: Modality and Engagement ACM SIGCHI Extended Abstracts 2018
Ke Xu, Shunan Guo, Nan Cao, David Gotz, Aiwen Xu, Huamin Qu, Zhenjie Yao, Yixin Chen ECGLens: Interactive Visual Exploration of Large Scale ECG Data for Arrhythmia Detection In Proceedings of the ACM CHI Conference on Human Factors in Computing Systems (SIGCHI2018) (Honorable Mention)
Xiao Xie, Xiwen Cai, Junpei Zhou, Nan Cao, Yingcai Wu A Semantic-based Method for Visualizing Large Image Collections IEEE Transactions on Visualization and Computer Graphics (TVCG)
Yang Shi, Chris Bryan, Sridatt Bhamidipati, Ying Zhao, Yaoxue Zhang, Kwan-Liu Ma MeetingVis: Visual Narratives to Assist in Recalling Meeting Context and Content IEEE PacificVis 2018 (Honorable Mention), IEEE Transactions on Visualization and Computer Graphics (IEEE PacificVis2018)
Nan Cao, Chaoguang Lin, Qiuhan Zhu, Yu-Ru Lin, Xian Teng, Xidao Wen Voila: Visual Anomaly Detection and Monitoring with Streaming Spatiotemporal Data IEEE Transactions on Visualization and Computer Graphics (IEEE VAST2018)
Shunan Guo, Ke Xu, Rongwen Zhao, David Gotz, Hongyuan Zha, Nan Cao EventThread: Visual Summarization and Stage Analysis of Event Sequence Data IEEE Transactions on Visualization and Computer Graphics (IEEE VAST2018)
Yingcai Wu, Zhutian Chen, Guodao Sun, Xiao Xie, Nan Cao, Shixia Liu, Weiwei Cui StreamExplorer: A Multi-Stage System for Visually Exploring Events in Social Streams IEEE Transactions on Visualization and Computer Graphics (TVCG)
David Gotz, Shun Sun, Nan Cao, Rita Kundu, Anne-Marie Meyer Adaptive Contextualization Methods for Combating Selection Bias during High-Dimensional Visualization ACM Transactions on Intelligent Systems and Technology (TIST)
Hanfei Lin, Siyuan Gao, David Gotz, Fan Du, Jingrui He, Nan Cao RCLens: Interactive Rare Category Exploration and Identification IEEE Transactions on Visualization and Computer Graphics (IEEE VAST 2017)
Yang Shi, Yang Wang, Ye Qi, John Chen, Xiaoyao Xu, Kwan-Liu Ma IdeaWall: Improving Creative Collaboration through Combinatorial Visual Stimuli In Proceedings of the ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW 2017)
Boxin Du, Si Zhang, Nan Cao, Hanghang Tong FIRST: Fast Interactive Attributed Subgraph Matching In Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD2017)
Liangyue Li, Hanghang Tong, Yong Wang, Conglei Shi, Nan Cao, Norbou Buchler Is the Whole Greater Than the Sum of Its Parts? In Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD2017)
Fan Du, Nan Cao, Yu-Ru Lin, Panpan Xu, Hanghang Tong iSphere: Focus+Context Sphere Visualization for Interactive Large Graph Exploration In Proceedings of the ACM CHI Conference on Human Factors in Computing Systems (SIGCHI2017)
Dawei Zhou, Arun Karthikeyan, Kangyang Wang, Nan Cao, Jingrui He Discovering rare categories from graph streams Data Mining and Knowledge Discovery 2017
Liangyue Li, Hanghang Tong, Nan Cao, Kate Ehrlich, Yu-Ru Lin, Norbou Buchler Enhancing Team Composition in Professional Networks: Problem Definitions and Fast Solutions IEEE Transactions on Knowledge and Data Engineering (TKDE)
Wenchao Wu, Yixian Zheng, Nan Cao, Haipeng Zeng, Bing Ni, Huamin Qu, Lionel M. Ni MobiSeg: Interactive Region Segmentation Using Heterogeneous Mobility Data IEEE PasificVis 2017
Nan Cao, Yu-Ru Lin, David Gotz, Fan Du Z-Glyph: Visualizing Outliers in Multivariate Data Information Visualization
Yixian Zheng, Wenchao Wu, Haipeng Zeng, Nan Cao, Huamin Qu, Mingxuan Yuan, Jia Zeng, and Lionel M. Ni TelcoFlow: Visual Exploration of Collective Behaviors Based on Telco Data IEEE Big Data 2016
Zhida Sun, Mingfei Sun, Nan Cao, Xiaojuan Ma VideoForest: Interactive Visual Summarization of Video Streams Based on Danmu Data ACM SIGGRAPH Asia 2016
Xiaojuan Ma, Nan Cao Video-based Evanescent, Anonymous, Asynchronous Social Interaction: Motivation and Adaption to Medium ACM CSCW 2017
Yanhong Wu, Nan Cao, Daniel Archambault, Huamin Qu, Weiwei Cui Evaluation of Graph Sampling: A Visualization Perspective IEEE InfoVis 2016
Yixian Zheng, Wenchao Wu,Shun Sun, Nan Cao, Huamin Qu Focus+Context Grouping for Animated Transitions ChinaVis 2016 (Honorable Mention)
Panpan Xu, Nan Cao, John Stasko, Huamin Qu Interactive Visual Co-Cluster Analysis of Bipartite Graphs IEEE PasificVis 2016
David Gotz, Shun Sun, Nan Cao Adaptive Contextualization: Combating Bias During High-Dimensional Visualization and Data Selection ACM IUI 2016 (Best Paper)
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