Publications


Full Papers (Journal, Conference, and Symposium)

Anjana Arunkumar, Lace Padilla, Gi-Yeul Bae, and Chris Bryan. Image or Information? Examining the Nature and Impact of Visualization Perceptual Classification. accepted to IEEE VIS 2023.
Preprint | Supplementary Materials
Michael Kintscher, Jinbin Huang, Anjana Arunkumar, Ashish Amresh, and Chris Bryan. Measuring and Comparing Collaborative Visualization Behaviors in Desktop and Augmented Reality Environments. Proceedings of the 29th ACM Symposium on Virtual Reality Software and Technology (VRST), pp. 1-11, 2023.
DOI | Paper | Supplementary Materials
Anjana Arunkumar, Shubham Sharma, Rakhi Agrawal, Sriram Chandrasekaran, and Chris Bryan. LINGO: Visually Debiasing Natural Language Instructions to Support Task Diversity. Computer Graphics Forum, 42.3, 2023.
DOI | Paper | Video
Anjana Arunkumar, Swaroop Mishra, Bhavdeep Sachdeva, Chitta Baral, and Chris Bryan. Real-Time Visual Feedback to Guide Benchmark Creation: A Human-and-Metric-in-the-Loop Workflow. Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL), pp. 2899-2927, 2023.
ACL Anthology | Paper
Jinbin Huang, Aditi Mishra, Bum-Chul Kwon, and Chris Bryan. ConceptExplainer: Understanding the Mental Model of Deep Learning Algorithms via Interactive Concept-based Explanations. IEEE Transactions on Visualization and Computer Graphics, 29.1, pp. 831-841, 2023.
DOI | Paper
Anjana Arunkumar, Andrea Pinceti, Lalitha Sankar, and Chris Bryan. PMU Tracker: A Visualization Platform for Epicentric Event Propagation Analysis in the Power Grid. IEEE Transactions on Visualization and Computer Graphics, 29.1, pp. 1081-1090, 2023.
DOI | Paper
Aditi Mishra, Utkarsh Soni, Jinbin Huang, and Chris Bryan. Why? Why not? When? Visual Explanations of Agent Behaviour in Reinforcement Learning. Proceedings of the 2022 IEEE 15th Pacific Visualization Symposium (PacificVis), pp. 111-120, 2022.
DOI | Paper | Video
Aditi Mishra, Shashank Ginjpalli, and Chris Bryan. News Kaleidoscope: Visual Investigation of Coverage Diversity in News Event Reporting. Proceedings of the 2022 IEEE 15th Pacific Visualization Symposium (PacificVis), pp. 131-140, 2022.
DOI | Paper | Video
Anjana Arunkumar, Nitin Gupta, Andrea Pinceti, Lalitha Sankar, and Chris Bryan. PMUVis: A Large Scale Platform to Assist Power System Operators in a Smart Grid. IEEE Computer Graphics and Applications, 42.6, pp. 84-95, 2022.
DOI | Paper
Jian Zhao, Shenyu Xu, Senthil Chandrasegaran, Chris Bryan, Fan Du, Aditi Mishra, Xin Qian, Yiran Li, and Kwan-Liu Ma. ChartStory: Automated Partitioning, Layout, and Captioning of Charts into Comic-Style Narratives. IEEE Transactions on Visualization and Computer Graphics, 29.2, pp. 1384-1399, 2021.
DOI | Paper | Video
Chris Bryan, Aditi Mishra, Hide Shidara, and Kwan-Liu Ma. Analyzing Gaze Behavior for Text-embellished Narrative Visualizations under Different Task Scenarios. Visual Informatics, 4.3, pp. 41–50, 2020.
DOI | Paper | Study Materials
Xumeng Wang, Chris Bryan, Yiran Li, Rusheng Pan, Yangling Liu, Wei Chen, and Kwan-Liu Ma. Umbra: A Visual Analysis Approach for Defense Construction Against Inference Attacks on Sensitive Information. IEEE Transactions on Visualization and Computer Graphics, 28.7, pp. 2776-2790, 2020.
DOI | Paper | Video #1 | Video #2
Senthil Chandrasegaran, Chris Bryan, Hidekazu Shidara, Tung-Yen Chuang, and Kwan-Liu Ma. TalkTraces: Real-Time Capture and Visualization of Verbal Content in Meetings. ACM CHI Conference 2019.
DOI | Paper | Video
Xumeng Wang, Wei Chen, Jia-Kai Chou, Chris Bryan, Huihua Guan, Wenlong Chen, Rusheng Pan, and Kwan-Liu Ma. GraphProtector: A Visual Interface for Employing and Assessing Multiple Privacy Preserving Graph Algorithms. IEEE Transactions on Visualization and Computer Graphics, 25.1, pp. 193-203, 2019.
DOI | Paper | Appendix | Video | Talk
Jia-Kai Chou, Chris Bryan, Jing Li, and Kwan-Liu Ma. An Empirical Study on Perceptually Masking Privacy in Graph Visualization. 15th IEEE Symposium on Visualization for Cyber Security (VizSec), 2018.
DOI | Paper | Talk
Shenyu Xu, Chris Bryan, Jianping Kelvin Li, Jian Zhao, and Kwan‐Liu Ma. Chart Constellations: Effective Chart Summarization for Collaborative and Multi‐User Analyses. Computer Graphics Forum, 37.3, pp. 75-86, 2018.
DOI | Paper | Video
Yang Shi, Chris Bryan, Sridatt Bhamidipati, Ying Zhao, Yaoxue Zhang, and Kwan-Liu Ma MeetingVis: Visual Narratives to Assist in Recalling Meeting Context and Content. IEEE Transactions on Visualization and Computer Graphics, 24.6, pp. 1918-1929, 2018.
DOI | Paper | Video | Honorable mention at IEEE PacificVis 2017
Jacqueline Chu, Chris Bryan, Min Shih, Leonardo Ferrer, and Kwan-Liu Ma. Navigable Videos for Presenting Scientific Data on Affordable Head-Mounted Displays. Proceedings of the 8th ACM on Multimedia Systems Conference (MMSys'17), pp. 250-260, 2017.
DOI | Paper | Video
Jia-Kai Chou, Chris Bryan, and Kwan-Liu Ma. Privacy preserving visualization for social network data with ontology information. Proceedings of the 2017 IEEE Pacific Visualization Symposium (PacificVis), pp. 11-20, 2017.
DOI | Paper |
Chris Bryan, Kwan-Liu Ma, and Jonathan Woodring. Temporal summary images: An approach to narrative visualization via interactive annotation generation and placement. IEEE Transactions on Visualization and Computer Graphics, 23.1, pp. 511-520, 2017.
DOI | Paper | Appendix |
Chris Bryan, Gregory Guterman, Kwan-Liu Ma, Harris Lewin, Denis Larkin, Jaebum Kim, Jian Ma, and Marta Farré. Synteny Explorer: An Interactive Visualization Application for Teaching Genome Evolution. IEEE Transactions on Visualization and Computer Graphics, 23.1, pp. 711-720, 2017.
DOI | Paper |
Chris Bryan, Xue Wu, Susan Mniszewski, and Kwan-Liu Ma. Integrating Predictive Analytics into a Spatiotemporal Epidemic Simulation. Proceedings of the 2015 IEEE Conference on Visual Analytics Science and Technology (VAST), pp. 17-24.
DOI | Paper | Appendix |
Susan Mniszewski, C.A. Manore, Chris Bryan, Sara Y Del Valle, and Douglas Roberts. Towards a Hybrid Agent-Based Model for Mosquito Borne Disease. Proceedings of the 2014 Summer Simulation Multiconference (SummerSim), 2014.
PMID | Paper |
Chris Bryan, Kwan-Liu Ma, Yang-Chih Fu. An Interactive Visualization Interface for Studying Egocentric, Categorical, Contact Diary Datasets. Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), pp. 771-778, 2013.
DOI | Paper

Workshop Papers, Short Papers, and Other

Jinbin Huang, Shuang Liang, Qi Xiong, Yu Gao, Chao Mei, Yi Xu, and Chris Bryan. SPARVIS: Combining Smartphone and Augmented Reality for Visual Data Analytics. Workshop on Visual Analytics in Immersive Environments (VAinIE) at ISMAR 2022.
DOI | Short Paper
Jinbin Huang, Jonathan Plasencia, Dianna Bardo, Nicholas Rubert, Erik Ellsworth, Steven Zangwill, and Chris Bryan. Phoenix Virtual Heart: A Hybrid VR-Desktop Visualization System for Cardiac Surgery Planning and Education. 2021 IEEE Workshop on Visual Analytics in Healthcare (VAHC), pp 36-40, 2021.
DOI | Short Paper
Anjana Arunkumar, Shashank Ginjpalli, and Chris Bryan. Bayesian Modelling of Alluvial Diagram Complexity. 2021 IEEE Visualization Conference (VIS), pp 51-55, 2021.
DOI | Short Paper
Jinbin Huang, Aditi Mishra, Anjana Arunkumar, and Chris Bryan. TotemFinder: A Visual Analytics Approach for Image-based Key Players Identification. 2020 IEEE Conference on Visual Analytics Science and Technology (VAST Challenge).
Contest Site | Short Paper | Presentation | Code Repository | Honorable Mention: Effective Use of Visual Encodings for Correcting Classification Errors
Anjana Arunkumar, Swaroop Mishra, and Chris Bryan. A Visual Exploration of Fair Evaluation for ML - Bridging the Gap Between Research and the Real World. 3rd Workshop on Visualization for AI Explainability at IEEE VIS 2020.
Workshop Site | Data Story
Anjana Arunkumar, Swaroop Mishra, Bhavdeep Singh Sachdeva, Chitta Baral, and Chris Bryan. Real-Time Visual Feedback for Educative Benchmark Creation: A Human-and-Metric-in-the-Loop Workflow. NeurIPS 2020 Workshop on Human And Machine in-the-Loop Evaluation and Learning Strategies (HAMLETS 2020).
Workshop Site | Short Paper
Hidekazu Shidara, Chris Bryan, Oh-Hyun Kwon, Kwan-Liu Ma. North Korea: Real or Paper Tiger? IEEE PacificVis 2018 Visual Storytelling Contest.
Contest Site | Demo
Chris Bryan, Keshav Dasu, Sravya Divakarla, Kwan-Liu Ma Summarizing the U.S. Presidential Election Day 2016 IEEE PacificVis 2017 Visual Storytelling Contest.
Contest Site | Data Story
Chris Bryan, Susan Mniszewski, and Kwan-Liu Ma. Integrating Predictive Visualization with the Epidemic Disease Simulation System. IEEE VIS 2014 Workshop on Visualization for Predictive Analytics.
Workshop Site | Short Paper