Visual Analytics with Jigsaw. - Carsten Görg; Zhicheng Liu 001; Neel Parekh; Kanupriya Singhal; John T. Stasko (IEEE VAST, 2007)

Jigsaw meets Blue Iguanodon - The VAST 2007 Contest. - Carsten Görg; Zhicheng Liu 001; Neel Parekh; Kanupriyah Singhal; John T. Stasko (IEEE VAST, 2007)

Jigsaw: Supporting Investigative Analysis through Interactive Visualization. - John T. Stasko; Carsten Görg; Zhicheng Liu 001; Kanupriya Singhal (IEEE VAST, 2007)

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 001; Neel Parekh; et al. (IEEE Computer Graphics and Applications, 2008)

Jigsaw: supporting investigative analysis through interactive visualization. - John T. Stasko; Carsten Görg; Zhicheng Liu 001 (Inf. Vis., 2008)

Distributed Cognition as a Theoretical Framework for Information Visualization. - Zhicheng Liu 001; Nancy J. Nersessian; John T. Stasko (IEEE Trans. Vis. Comput. Graph., 2008)

SellTrend: Inter-Attribute Visual Analysis of Temporal Transaction Data. - Zhicheng Liu 001; John T. Stasko; Timothy Sullivan (IEEE Trans. Vis. Comput. Graph., 2009)

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 001; Haesun Park; John T. Stasko (IEEE VAST, 2010)

Data ingestion and evidence marshalling in Jigsaw VAST 2010 Mini Challenge 1 award: Good support for data ingest. - Zhicheng Liu 001; Carsten Görg; Jaeyeon Kihm; Hanseung Lee; Jaegul Choo; Haesun Park; John T. Stasko (IEEE VAST, 2010)

NetClinic: Interactive visualization to enhance automated fault diagnosis in enterprise networks. - Zhicheng Liu 001; Bongshin Lee; Srikanth Kandula; Ratul Mahajan (IEEE VAST, 2010)

Mental Models, Visual Reasoning and Interaction in Information Visualization: A Top-down Perspective. - Zhicheng Liu 001; John T. Stasko (IEEE Trans. Vis. Comput. Graph., 2010)

Jigsaw to save vastopolis. - Elizabeth Braunstein; Carsten Görg; Zhicheng Liu 001; John T. Stasko (IEEE VAST, 2011)

Network-based visual analysis of tabular data. - Zhicheng Liu 001; Shamkant B. Navathe; John T. Stasko (IEEE VAST, 2011)

An interactive visual testbed system for dimension reduction and clustering of large-scale high-dimensional data. - Jaegul Choo; Hanseung Lee; Zhicheng Liu 001; John T. Stasko; Haesun Park (Visualization and Data Analysis, 2013)

imMens: Real-time Visual Querying of Big Data. - Zhicheng Liu 001; Biye Jiang; Jeffrey Heer (Comput. Graph. Forum, 2013)

Visual Analytics Support for Intelligence Analysis. - Carsten Görg; Youn ah Kang; Zhicheng Liu 001; John T. Stasko (Computer, 2013)

Combining Computational Analyses and Interactive Visualization for Document Exploration and Sensemaking in Jigsaw. - Carsten Görg; Zhicheng Liu 001; Jaeyeon Kihm; Jaegul Choo; Haesun Park; John T. Stasko (IEEE Trans. Vis. Comput. Graph., 2013)

VisIRR: Visual analytics for information retrieval and recommendation with large-scale document data. - Jaegul Choo; Changhyun Lee; Hannah Kim 001; Hanseung Lee; Zhicheng Liu 001; Ramakrishnan Kannan; Charles D. Stolper; John T. Stasko; Barry L. Drake; Haesun Park (IEEE VAST, 2014)

sTrack: Secure Tracking in Community Surveillance. - Chun-Te Chu; Jaeyeon Jung; Zhicheng Liu 001; Ratul Mahajan (ACM Multimedia, 2014)

Reflections on the evolution of the Jigsaw visual analytics system. - Carsten Görg; Zhicheng Liu 001; John T. Stasko (Inf. Vis., 2014)

Ploceus: Modeling, visualizing, and analyzing tabular data as networks. - Zhicheng Liu 001; Shamkant B. Navathe; John T. Stasko (Inf. Vis., 2014)

The Effects of Interactive Latency on Exploratory Visual Analysis. - Zhicheng Liu 001; Jeffrey Heer (IEEE Trans. Vis. Comput. Graph., 2014)

MatrixWave: Visual Comparison of Event Sequence Data. - Jian Zhao 010; Zhicheng Liu 001; Mira Dontcheva; Aaron Hertzmann; Alan Wilson 004 (CHI, 2015)

Learning style similarity for searching infographics. - Babak Saleh; Mira Dontcheva; Aaron Hertzmann; Zhicheng Liu 001 (Graphics Interface, 2015)

DataTone: Managing Ambiguity in Natural Language Interfaces for Data Visualization. - Tong Gao; Mira Dontcheva; Eytan Adar; Zhicheng Liu 001; Karrie G. Karahalios (UIST, 2015)

Identifying Frequent User Tasks from Application Logs. - Himel Dev; Zhicheng Liu 001 (IUI, 2017)

Internal and External Visual Cue Preferences for Visualizations in Presentations. - Ha Kyung Kong; Zhicheng Liu 001; Karrie Karahalios (Comput. Graph. Forum, 2017)

CoreFlow: Extracting and Visualizing Branching Patterns from Event Sequences. - Zhicheng Liu 001; Bernard Kerr; Mira Dontcheva; Justin Grover; Matthew Hoffman 001; Alan Wilson 004 (Comput. Graph. Forum, 2017)

Data-Driven Guides: Supporting Expressive Design for Information Graphics. - Nam Wook Kim; Eston Schweickart; Zhicheng Liu 001; Mira Dontcheva; Wilmot Li; Jovan Popovic; Hanspeter Pfister (IEEE Trans. Vis. Comput. Graph., 2017)

Patterns and Sequences: Interactive Exploration of Clickstreams to Understand Common Visitor Paths. - Zhicheng Liu 001; Yang Wang; Mira Dontcheva; Matthew Hoffman 001; Seth Walker; Alan Wilson 004 (IEEE Trans. Vis. Comput. Graph., 2017)

Frames and Slants in Titles of Visualizations on Controversial Topics. - Ha Kyung Kong; Zhicheng Liu 001; Karrie Karahalios (CHI, 2018)

Data Illustrator: Augmenting Vector Design Tools with Lazy Data Binding for Expressive Visualization Authoring. - Zhicheng Liu 001; John Thompson 002; Alan Wilson 004; Mira Dontcheva; James Delorey; Sam Grigg; Bernard Kerr; John T. Stasko (CHI, 2018)

VisIRR: A Visual Analytics System for Information Retrieval and Recommendation for Large-Scale Document Data. - Jaegul Choo; Hannah Kim 001; Edward Clarkson; Zhicheng Liu 001; Changhyun Lee; Fuxin Li; Hanseung Lee; Ramakrishnan Kannan; Charles D. Stolper; John T. Stasko; Haesun Park (ACM Trans. Knowl. Discov. Data, 2018)

Visualizing Uncertainty and Alternatives in Event Sequence Predictions. - Shunan Guo; Fan Du; Sana Malik; Eunyee Koh; Sungchul Kim; Zhicheng Liu 001; Donghyun Kim 007; Hongyuan Zha; Nan Cao 001 (CHI, 2019)

Interactive Repair of Tables Extracted from PDF Documents on Mobile Devices. - Jane Hoffswell; Zhicheng Liu 001 (CHI, 2019)

Trust and Recall of Information across Varying Degrees of Title-Visualization Misalignment. - Ha Kyung Kong; Zhicheng Liu 001; Karrie Karahalios (CHI, 2019)

Understanding Visual Cues in Visualizations Accompanied by Audio Narrations. - Ha Kyung Kong; Wenjie Zhu; Zhicheng Liu 001; Karrie Karahalios (CHI, 2019)

Elastic Documents: Coupling Text and Tables through Contextual Visualizations for Enhanced Document Reading. - Sriram Karthik Badam; Zhicheng Liu 001; Niklas Elmqvist (IEEE Trans. Vis. Comput. Graph., 2019)

MAQUI: Interweaving Queries and Pattern Mining for Recursive Event Sequence Exploration. - Po-Ming Law; Zhicheng Liu 001; Sana Malik; Rahul C. Basole (IEEE Trans. Vis. Comput. Graph., 2019)

Interactive Event Sequence Prediction for Marketing Analysts. - Fan Du; Shunan Guo; Sana Malik; Eunyee Koh; Sungchul Kim; Zhicheng Liu 001 (CHI Extended Abstracts, 2020)

Techniques for Flexible Responsive Visualization Design. - Jane Hoffswell; Wilmot Li; Zhicheng Liu 001 (CHI, 2020)

Data-driven Multi-level Segmentation of Image Editing Logs. - Zipeng Liu; Zhicheng Liu 001; Tamara Munzner (CHI, 2020)

Understanding the Design Space and Authoring Paradigms for Animated Data Graphics. - John Thompson 002; Zhicheng Liu 001; Wilmot Li; John T. Stasko (Comput. Graph. Forum, 2020)

ICE: Identify and Compare Event Sequence Sets through Multi-Scale Matrix and Unit Visualizations. - Siwei Fu; Jian Zhao 010; Linping Yuan; Zhicheng Liu 001; Kwan-Liu Ma; Huamin Qu (CoRR, 2020)

VEGA: Towards an End-to-End Configurable AutoML Pipeline. - Bochao Wang; Hang Xu 004; Jiajin Zhang; Chen Chen 077; Yixing Xu; Xiaozhi Fang; Ning Kang 001; Lanqing Hong; Chenhan Jiang; Xinyue Cai; Jiawei Li; Fengwei Zhou; et al. (CoRR, 2020)

Critical Reflections on Visualization Authoring Systems. - Arvind Satyanarayan; Bongshin Lee; Donghao Ren; Jeffrey Heer; John T. Stasko; John Thompson 002; Matthew Brehmer; Zhicheng Liu 001 (IEEE Trans. Vis. Comput. Graph., 2020)

Leveraging Text-Chart Links to Support Authoring of Data-Driven Articles with VizFlow. - Nicole Sultanum; Fanny Chevalier; Zoya Bylinskii; Zhicheng Liu 001 (CHI, 2021)

Data Animator: Authoring Expressive Animated Data Graphics. - John R. Thompson 002; Zhicheng Liu 001; John T. Stasko (CHI, 2021)

Atlas: Grammar-based Procedural Generation of Data Visualizations. - Zhicheng Liu 001; Chen Chen 080; Francisco Morales; Yishan Zhao (IEEE VIS (Short Papers), 2021)

WhatsNext: Guidance-enriched Exploratory Data Analysis with Interactive, Low-Code Notebooks. - Chen Chen 080; Jane Hoffswell; Shunan Guo; Ryan A. Rossi; Yeuk-Yin Chan; Fan Du; Eunyee Koh; Zhicheng Liu 001 (VL/HCC, 2023)

DocDancer: Authoring Ultra-Responsive Documents with Layout Generation. - Yuexi Chen; Zhicheng Liu 001; Christopher Tensmeyer; Niklas Elmqvist; Vlad I. Morariu (VL/HCC, 2023)

PanGu-π: Enhancing Language Model Architectures via Nonlinearity Compensation. - Yunhe Wang 001; Hanting Chen; Yehui Tang; Tianyu Guo 001; Kai Han 002; Ying Nie; Xutao Wang; Hailin Hu 002; Zheyuan Bai; Yun Wang; Fangcheng Liu; Zhicheng Liu 001; et al. (CoRR, 2023)

Understanding how Designers Find and Use Data Visualization Examples. - Hannah K. Bako; Xinyi Liu 001; Leilani Battle; Zhicheng Liu 001 (IEEE Trans. Vis. Comput. Graph., 2023)

The State of the Art in Creating Visualization Corpora for Automated Chart Analysis. - Chen Chen 080; Zhicheng Liu 001 (Comput. Graph. Forum, 2023)

A Comparative Evaluation of Visual Summarization Techniques for Event Sequences. - Kazi Tasnim Zinat; Jinhua Yang; Arjun Gandhi; Nistha Mitra; Zhicheng Liu 001 (Comput. Graph. Forum, 2023)

TutoAI: a cross-domain framework for AI-assisted mixed-media tutorial creation on physical tasks. - Yuexi Chen; Vlad I. Morariu; Anh Truong; Zhicheng Liu 001 (CHI, 2024)

Evaluating the Semantic Profiling Abilities of LLMs for Natural Language Utterances in Data Visualization. - Hannah K. Bako; Arshnoor Bhutani; Xinyi Liu 001; Kwesi A. Cobbina; Zhicheng Liu 001 (IEEE VIS, 2024)

DiJiang: Efficient Large Language Models through Compact Kernelization. - Hanting Chen; Zhicheng Liu 001; Xutao Wang; Yuchuan Tian; Yunhe Wang 001 (CoRR, 2024)

WordDecipher: Enhancing Digital Workspace Communication with Explainable AI for Non-native English Speakers. - Yuexi Chen; Zhicheng Liu 001 (CoRR, 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; et al. (CoRR, 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 001; Ge Gao 001 (Proc. ACM Hum. Comput. Interact., 2024)

Mystique: Deconstructing SVG Charts for Layout Reuse. - Chen Chen 080; Bongshin Lee; Yunhai Wang; Yunjeong Chang; Zhicheng Liu 001 (IEEE Trans. Vis. Comput. Graph., 2024)

Comparing Native and Non-native English Speakers' Behaviors in Collaborative Writing through Visual Analytics. - Yuexi Chen; Yimin Xiao; Kazi Tasnim Zinat; Naomi Yamashita; Ge Gao 001; Zhicheng Liu 001 (CHI, 2025)

Unveiling How Examples Shape Visualization Design Outcomes. - Hannah K. Bako; Xinyi Liu 001; Grace Ko; Hyemi Song; Leilani Battle; Zhicheng Liu 001 (IEEE Trans. Vis. Comput. Graph., 2025)

Manipulable Semantic Components: A Computational Representation of Data Visualization Scenes. - Zhicheng Liu 001; Chen Chen 080; John Hooker (IEEE Trans. Vis. Comput. Graph., 2025)

A Multi-Level Task Framework for Event Sequence Analysis. - Kazi Tasnim Zinat; Saimadhav Naga Sakhamuri; Aaron Sun Chen; Zhicheng Liu 001 (IEEE Trans. Vis. Comput. Graph., 2025)

Pangu Ultra: Pushing the Limits of Dense Large Language Models on Ascend NPUs. - Yichun Yin; Wenyong Huang; Kaikai Song; Yehui Tang; Xueyu Wu; Wei Guo 006; Peng Guo; Yaoyuan Wang; Xiaojun Meng; Yasheng Wang; Dong Li 016; Can Chen; et al. (CoRR, 2025)

Pangu Ultra MoE: How to Train Your Big MoE on Ascend NPUs. - Yehui Tang; Yichun Yin; Yaoyuan Wang; Hang Zhou; Yu Pan; Wei Guo 006; Zhiguo Zhang; Miao Rang; Fangcheng Liu; Naifu Zhang; Binghan Li; Yonghan Dong; et al. (CoRR, 2025)

Pangu Pro MoE: Mixture of Grouped Experts for Efficient Sparsity. - Yehui Tang; Xiaosong Li; Fangcheng Liu; Wei Guo 006; Hang Zhou; Yaoyuan Wang; Kai Han 002; Xianzhi Yu; Jinpeng Li 004; Hui Zang; Fei Mi; Xiaojun Meng; et al. (CoRR, 2025)