Zhicheng Liu

According to our database, Zhicheng Liu authored at least 65 papers between 2007 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A Multi-Level Task Framework for Event Sequence Analysis.

Kazi Tasnim Zinat, Saimadhav Naga Sakhamuri, Aaron Sun Chen, Zhicheng Liu

IEEE Trans. Vis. Comput. Graph., January, 2025

Manipulable Semantic Components: A Computational Representation of Data Visualization Scenes.

Zhicheng Liu, Chen Chen, John Hooker

IEEE Trans. Vis. Comput. Graph., January, 2025

Unveiling How Examples Shape Visualization Design Outcomes.

Hannah K. Bako, Xinyi Liu, Grace Ko, Hyemi Song, Leilani Battle, Zhicheng Liu

IEEE Trans. Vis. Comput. Graph., January, 2025

2024

Mystique: Deconstructing SVG Charts for Layout Reuse.

Chen Chen, Bongshin Lee, Yunhai Wang, Yunjeong Chang, Zhicheng Liu

IEEE Trans. Vis. Comput. Graph., January, 2024

(Dis)placed Contributions: Uncovering Hidden Hurdles to Collaborative Writing Involving Non-Native Speakers, Native Speakers, and AI-Powered Editing Tools.

Yimin Xiao, Yuewen Chen, Naomi Yamashita, Yuexi Chen, Zhicheng Liu, Ge Gao

Proc. ACM Hum. Comput. Interact., 2024

VisAnatomy: An SVG Chart Corpus with Fine-Grained Semantic Labels.

Chen Chen, Hannah K. Bako, Peihong Yu, John Hooker, Jeffrey Joyal, Simon C. Wang, Samuel Kim, Jessica Wu, Aoxue Ding, Lara Sandeep, Alex Chen, Chayanika Sinha, Zhicheng Liu

CoRR, 2024

WordDecipher: Enhancing Digital Workspace Communication with Explainable AI for Non-native English Speakers.

Yuexi Chen, Zhicheng Liu

CoRR, 2024

DiJiang: Efficient Large Language Models through Compact Kernelization.

Hanting Chen, Zhicheng Liu, Xutao Wang, Yuchuan Tian, Yunhe Wang

CoRR, 2024

Evaluating the Semantic Profiling Abilities of LLMs for Natural Language Utterances in Data Visualization.

Hannah K. Bako, Arshnoor Bhutani, Xinyi Liu, Kwesi A. Cobbina, Zhicheng Liu

Proceedings of the IEEE Visualization and Visual Analytics, 2024

TutoAI: a cross-domain framework for AI-assisted mixed-media tutorial creation on physical tasks.

Yuexi Chen, Vlad I. Morariu, Anh Truong, Zhicheng Liu

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

2023

A Comparative Evaluation of Visual Summarization Techniques for Event Sequences.

Kazi Tasnim Zinat, Jinhua Yang, Arjun Gandhi, Nistha Mitra, Zhicheng Liu

Comput. Graph. Forum, June, 2023

The State of the Art in Creating Visualization Corpora for Automated Chart Analysis.

Chen Chen, Zhicheng Liu

Comput. Graph. Forum, June, 2023

Understanding how Designers Find and Use Data Visualization Examples.

Hannah K. Bako, Xinyi Liu, Leilani Battle, Zhicheng Liu

IEEE Trans. Vis. Comput. Graph., 2023

PanGu-π: Enhancing Language Model Architectures via Nonlinearity Compensation.

Yunhe Wang, Hanting Chen, Yehui Tang, Tianyu Guo, Kai Han, Ying Nie, Xutao Wang, Hailin Hu, Zheyuan Bai, Yun Wang, Fangcheng Liu, Zhicheng Liu, Jianyuan Guo, Sinan Zeng, Yinchen Zhang, Qinghua Xu, Qun Liu, Jun Yao, Chao Xu, Dacheng Tao

CoRR, 2023

DocDancer: Authoring Ultra-Responsive Documents with Layout Generation.

Yuexi Chen, Zhicheng Liu, Christopher Tensmeyer, Niklas Elmqvist, Vlad I. Morariu

Proceedings of the IEEE Symposium on Visual Languages and Human-Centric Computing, 2023

WhatsNext: Guidance-enriched Exploratory Data Analysis with Interactive, Low-Code Notebooks.

Chen Chen, Jane Hoffswell, Shunan Guo, Ryan A. Rossi, Yeuk-Yin Chan, Fan Du, Eunyee Koh, Zhicheng Liu

Proceedings of the IEEE Symposium on Visual Languages and Human-Centric Computing, 2023

2021

Atlas: Grammar-based Procedural Generation of Data Visualizations.

Zhicheng Liu, Chen Chen, Francisco Morales, Yishan Zhao

Proceedings of the 2021 IEEE Visualization Conference, 2021

Data Animator: Authoring Expressive Animated Data Graphics.

John R. Thompson, Zhicheng Liu, John T. Stasko

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Leveraging Text-Chart Links to Support Authoring of Data-Driven Articles with VizFlow.

Nicole Sultanum, Fanny Chevalier, Zoya Bylinskii, Zhicheng Liu

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020

Critical Reflections on Visualization Authoring Systems.

Arvind Satyanarayan, Bongshin Lee, Donghao Ren, Jeffrey Heer, John T. Stasko, John Thompson, Matthew Brehmer, Zhicheng Liu

IEEE Trans. Vis. Comput. Graph., 2020

VEGA: Towards an End-to-End Configurable AutoML Pipeline.

Bochao Wang, Hang Xu, Jiajin Zhang, Chen Chen, Yixing Xu, Xiaozhi Fang, Ning Kang, Lanqing Hong, Chenhan Jiang, Xinyue Cai, Jiawei Li, Fengwei Zhou, Yong Li, Zhicheng Liu, Xinghao Chen, Kai Han, Han Shu, Dehua Song, Yunhe Wang, Wei Zhang, Chunjing Xu, Zhenguo Li, Wenzhi Liu, Tong Zhang

CoRR, 2020

ICE: Identify and Compare Event Sequence Sets through Multi-Scale Matrix and Unit Visualizations.

Siwei Fu, Jian Zhao, Linping Yuan, Zhicheng Liu, Kwan-Liu Ma, Huamin Qu

CoRR, 2020

Understanding the Design Space and Authoring Paradigms for Animated Data Graphics.

John Thompson, Zhicheng Liu, Wilmot Li, John T. Stasko

Comput. Graph. Forum, 2020

Data-driven Multi-level Segmentation of Image Editing Logs.

Zipeng Liu, Zhicheng Liu, Tamara Munzner

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

Techniques for Flexible Responsive Visualization Design.

Jane Hoffswell, Wilmot Li, Zhicheng Liu

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

Interactive Event Sequence Prediction for Marketing Analysts.

Fan Du, Shunan Guo, Sana Malik, Eunyee Koh, Sungchul Kim, Zhicheng Liu

Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020

2019

MAQUI: Interweaving Queries and Pattern Mining for Recursive Event Sequence Exploration.

Po-Ming Law, Zhicheng Liu, Sana Malik, Rahul C. Basole

IEEE Trans. Vis. Comput. Graph., 2019

Elastic Documents: Coupling Text and Tables through Contextual Visualizations for Enhanced Document Reading.

Sriram Karthik Badam, Zhicheng Liu, Niklas Elmqvist

IEEE Trans. Vis. Comput. Graph., 2019

Understanding Visual Cues in Visualizations Accompanied by Audio Narrations.

Ha Kyung Kong, Wenjie Zhu, Zhicheng Liu, Karrie Karahalios

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

Trust and Recall of Information across Varying Degrees of Title-Visualization Misalignment.

Ha Kyung Kong, Zhicheng Liu, Karrie Karahalios

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

Interactive Repair of Tables Extracted from PDF Documents on Mobile Devices.

Jane Hoffswell, Zhicheng Liu

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

Visualizing Uncertainty and Alternatives in Event Sequence Predictions.

Shunan Guo, Fan Du, Sana Malik, Eunyee Koh, Sungchul Kim, Zhicheng Liu, Donghyun Kim, Hongyuan Zha, Nan Cao

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018

VisIRR: A Visual Analytics System for Information Retrieval and Recommendation for Large-Scale Document Data.

Jaegul Choo, Hannah Kim, Edward Clarkson, Zhicheng Liu, Changhyun Lee, Fuxin Li, Hanseung Lee, Ramakrishnan Kannan, Charles D. Stolper, John T. Stasko, Haesun Park

ACM Trans. Knowl. Discov. Data, 2018

Data Illustrator: Augmenting Vector Design Tools with Lazy Data Binding for Expressive Visualization Authoring.

Zhicheng Liu, John Thompson, Alan Wilson, Mira Dontcheva, James Delorey, Sam Grigg, Bernard Kerr, John T. Stasko

Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

Frames and Slants in Titles of Visualizations on Controversial Topics.

Ha Kyung Kong, Zhicheng Liu, Karrie Karahalios

Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017

Patterns and Sequences: Interactive Exploration of Clickstreams to Understand Common Visitor Paths.

Zhicheng Liu, Yang Wang, Mira Dontcheva, Matthew Hoffman, Seth Walker, Alan Wilson

IEEE Trans. Vis. Comput. Graph., 2017

Data-Driven Guides: Supporting Expressive Design for Information Graphics.

Nam Wook Kim, Eston Schweickart, Zhicheng Liu, Mira Dontcheva, Wilmot Li, Jovan Popovic, Hanspeter Pfister

IEEE Trans. Vis. Comput. Graph., 2017

CoreFlow: Extracting and Visualizing Branching Patterns from Event Sequences.

Zhicheng Liu, Bernard Kerr, Mira Dontcheva, Justin Grover, Matthew Hoffman, Alan Wilson

Comput. Graph. Forum, 2017

Internal and External Visual Cue Preferences for Visualizations in Presentations.

Ha Kyung Kong, Zhicheng Liu, Karrie Karahalios

Comput. Graph. Forum, 2017

Identifying Frequent User Tasks from Application Logs.

Himel Dev, Zhicheng Liu

Proceedings of the 22nd International Conference on Intelligent User Interfaces, 2017

2015

DataTone: Managing Ambiguity in Natural Language Interfaces for Data Visualization.

Tong Gao, Mira Dontcheva, Eytan Adar, Zhicheng Liu, Karrie G. Karahalios

Proceedings of the 28th Annual ACM Symposium on User Interface Software & Technology, 2015

Learning style similarity for searching infographics.

Babak Saleh, Mira Dontcheva, Aaron Hertzmann, Zhicheng Liu

Proceedings of the 41st Graphics Interface Conference, Halifax, NS, Canada, June 3-5, 2015, 2015

MatrixWave: Visual Comparison of Event Sequence Data.

Jian Zhao, Zhicheng Liu, Mira Dontcheva, Aaron Hertzmann, Alan Wilson

Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

2014

The Effects of Interactive Latency on Exploratory Visual Analysis.

Zhicheng Liu, Jeffrey Heer

IEEE Trans. Vis. Comput. Graph., 2014

Ploceus: Modeling, visualizing, and analyzing tabular data as networks.

Zhicheng Liu, Shamkant B. Navathe, John T. Stasko

Inf. Vis., 2014

Reflections on the evolution of the Jigsaw visual analytics system.

Carsten Görg, Zhicheng Liu, John T. Stasko

Inf. Vis., 2014

sTrack: Secure Tracking in Community Surveillance.

Chun-Te Chu, Jaeyeon Jung, Zhicheng Liu, Ratul Mahajan

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

VisIRR: Visual analytics for information retrieval and recommendation with large-scale document data.

Jaegul Choo, Changhyun Lee, Hannah Kim, Hanseung Lee, Zhicheng Liu, Ramakrishnan Kannan, Charles D. Stolper, John T. Stasko, Barry L. Drake, Haesun Park

Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014

2013

Combining Computational Analyses and Interactive Visualization for Document Exploration and Sensemaking in Jigsaw.

Carsten Görg, Zhicheng Liu, Jaeyeon Kihm, Jaegul Choo, Haesun Park, John T. Stasko

IEEE Trans. Vis. Comput. Graph., 2013

Visual Analytics Support for Intelligence Analysis.

Carsten Görg, Youn ah Kang, Zhicheng Liu, John T. Stasko

Computer, 2013

<i>imMens</i>: Real-time Visual Querying of Big Data.

Zhicheng Liu, Biye Jiang, Jeffrey Heer

Comput. Graph. Forum, 2013

An interactive visual testbed system for dimension reduction and clustering of large-scale high-dimensional data.

Jaegul Choo, Hanseung Lee, Zhicheng Liu, John T. Stasko, Haesun Park

Proceedings of the Visualization and Data Analysis 2013, 2013

2011

Network-based visual analysis of tabular data.

Zhicheng Liu, Shamkant B. Navathe, John T. Stasko

Proceedings of the 6th IEEE Conference on Visual Analytics Science and Technology, 2011

Jigsaw to save vastopolis.

Elizabeth Braunstein, Carsten Görg, Zhicheng Liu, John T. Stasko

Proceedings of the 6th IEEE Conference on Visual Analytics Science and Technology, 2011

2010

Mental Models, Visual Reasoning and Interaction in Information Visualization: A Top-down Perspective.

Zhicheng Liu, John T. Stasko

IEEE Trans. Vis. Comput. Graph., 2010

NetClinic: Interactive visualization to enhance automated fault diagnosis in enterprise networks.

Zhicheng Liu, Bongshin Lee, Srikanth Kandula, Ratul Mahajan

Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010

Data ingestion and evidence marshalling in Jigsaw VAST 2010 Mini Challenge 1 award: Good support for data ingest.

Zhicheng Liu, Carsten Görg, Jaeyeon Kihm, Hanseung Lee, Jaegul Choo, Haesun Park, John T. Stasko

Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010

GeneTracer: Gene sequence analysis of disease mutations VAST 2010 mini challenge 3 award: Excellent process explanation.

Hanseung Lee, Jaegul Choo, Carsten Görg, Jaeeun Shim, Jaeyeon Kihm, Zhicheng Liu, Haesun Park, John T. Stasko

Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010

2009

SellTrend: Inter-Attribute Visual Analysis of Temporal Transaction Data.

Zhicheng Liu, John T. Stasko, Timothy Sullivan

IEEE Trans. Vis. Comput. Graph., 2009

2008

Distributed Cognition as a Theoretical Framework for Information Visualization.

Zhicheng Liu, Nancy J. Nersessian, John T. Stasko

IEEE Trans. Vis. Comput. Graph., 2008

Jigsaw: supporting investigative analysis through interactive visualization.

John T. Stasko, Carsten Görg, Zhicheng Liu

Inf. Vis., 2008

Evaluating Visual Analytics at the 2007 VAST Symposium Contest.

Catherine Plaisant, Georges G. Grinstein, Jean Scholtz, Mark A. Whiting, Theresa A. O'Connell, Sharon J. Laskowski, Lynn Chien, Annie Tat, William Wright, Carsten Görg, Zhicheng Liu, Neel Parekh, Kanupriyah Singhal, John T. Stasko

IEEE Computer Graphics and Applications, 2008

2007

Jigsaw: Supporting Investigative Analysis through Interactive Visualization.

John T. Stasko, Carsten Görg, Zhicheng Liu, Kanupriya Singhal

Proceedings of the 2nd IEEE Symposium on Visual Analytics Science and Technology, 2007

Jigsaw meets Blue Iguanodon - The VAST 2007 Contest.

Carsten Görg, Zhicheng Liu, Neel Parekh, Kanupriyah Singhal, John T. Stasko

Proceedings of the 2nd IEEE Symposium on Visual Analytics Science and Technology, 2007

Visual Analytics with Jigsaw.

Carsten Görg, Zhicheng Liu, Neel Parekh, Kanupriya Singhal, John T. Stasko

Proceedings of the 2nd IEEE Symposium on Visual Analytics Science and Technology, 2007