Tme: An XML-Based Information Extraction System. - Shixia Liu; Liping Yang (ICEIS (2), 2003)

InfoAnalyzer: a computer-aided tool for building enterprise taxonomies. - Li Zhang 007; Shixia Liu; Yue Pan; Liping Yang (CIKM, 2004)

An LOD Model for Graph Visualization and Its Application in Web Navigation. - Shixia Liu; Yue Pan; Liping Yang; Wenyin Liu (APWeb, 2005)

The visual funding navigator: analysis of the NSF funding information. - Shixia Liu; Nan Cao 001; Hao Lv; Hui Su (CIKM, 2006)

Online Detecting and Tracking of the Evolution of User Communities. - Ya Huang; Shixia Liu; Yi Wang (ICNC (2), 2007)

An integrated system for building enterprise taxonomies. - Li Zhang 007; Tao Li; Shixia Liu; Yue Pan (Inf. Retr., 2007)

Interactive Visual Analysis of the NSF Funding Information. - Shixia Liu; Nan Cao 001; Hao Lv (PacificVis, 2008)

FanLens: A Visual Toolkit for Dynamically Exploring the Distribution of Hierarchical Attributes. - Xinghua Lou; Shixia Liu; Tianshu Wang (PacificVis, 2008)

HiMap: Adaptive visualization of large-scale online social networks. - Lei Shi 002; Nan Cao 001; Shixia Liu; Weihong Qian; Li Tan; Guodong Wang; Jimeng Sun 001; Ching-Yung Lin (PacificVis, 2009)

Interactive, topic-based visual text summarization and analysis. - Shixia Liu; Michelle X. Zhou; Shimei Pan; Weihong Qian; Weijia Cai; Xiaoxiao Lian (CIKM, 2009)

Topic and keyword re-ranking for LDA-based topic modeling. - Yangqiu Song; Shimei Pan; Shixia Liu; Michelle X. Zhou; Weihong Qian (CIKM, 2009)

COBRA - A Visualization Solution to Monitor and Analyze Consumer Generated Medias. - Amit Behal; Julia Grace; Linda Kato; Ying Chen 001; Shixia Liu; Weijia Cai; Weihong Qian (HCI (9), 2009)

SmallBlue: Social Network Analysis for Expertise Search and Collective Intelligence. - Ching-Yung Lin; Nan Cao 001; Shixia Liu; Spiros Papadimitriou; Jimeng Sun 001; Xifeng Yan (ICDE, 2009)

MultiVis: Content-Based Social Network Exploration through Multi-way Visual Analysis. - Jimeng Sun 001; Spiros Papadimitriou; Ching-Yung Lin; Nan Cao 001; Shixia Liu; Weihong Qian (SDM, 2009)

Constrained Coclustering for Textual Documents. - Yangqiu Song; Shimei Pan; Shixia Liu; Furu Wei; Michelle X. Zhou; Weihong Qian (AAAI, 2010)

Understanding text corpora with multiple facets. - Lei Shi 002; Furu Wei; Shixia Liu; Li Tan; Xiaoxiao Lian; Michelle X. Zhou (IEEE VAST, 2010)

Workshop on intelligent visual interfaces for text analysis. - Shixia Liu; Michelle X. Zhou; Giuseppe Carenini; Huamin Qu (IUI, 2010)

TIARA: a visual exploratory text analytic system. - Furu Wei; Shixia Liu; Yangqiu Song; Shimei Pan; Michelle X. Zhou; Weihong Qian; Lei Shi 002; Li Tan; Qiang Zhang (KDD, 2010)

Evolutionary hierarchical dirichlet processes for multiple correlated time-varying corpora. - Jianwen Zhang; Yangqiu Song; Changshui Zhang; Shixia Liu (KDD, 2010)

ContexTour: Contextual Contour Analysis on Dynamic Multi-relational Clustering. - Yu-Ru Lin; Jimeng Sun 001; Nan Cao 001; Shixia Liu (SDM, 2010)

Midas: integrating public financial data. - Sreeram Balakrishnan; Vivian Chu; Mauricio A. Hernández; Howard Ho; Rajasekar Krishnamurthy; Shixia Liu; Jan Pieper; Jeffrey S. Pierce; Lucian Popa 001; Christine Robson; Lei Shi 002; Ioana Roxana Stanoi; et al. (SIGMOD Conference, 2010)

Context-Preserving, Dynamic Word Cloud Visualization. - Weiwei Cui 001; Yingcai Wu; Shixia Liu; Furu Wei; Michelle X. Zhou; Huamin Qu (IEEE Computer Graphics and Applications, 2010)

iRANK: A rank-learn-combine framework for unsupervised ensemble ranking. - Furu Wei; Wenjie Li 002; Shixia Liu (J. Assoc. Inf. Sci. Technol., 2010)

FacetAtlas: Multifaceted Visualization for Rich Text Corpora. - Nan Cao 001; Jimeng Sun 001; Yu-Ru Lin; David Gotz; Shixia Liu; Huamin Qu (IEEE Trans. Vis. Comput. Graph., 2010)

OpinionSeer: Interactive Visualization of Hotel Customer Feedback. - Yingcai Wu; Furu Wei; Shixia Liu; Norman Au; Weiwei Cui 001; Hong Zhou 004; Huamin Qu (IEEE Trans. Vis. Comput. Graph., 2010)

Tracking and Connecting Topics via Incremental Hierarchical Dirichlet Processes. - Zekai Gao; Yangqiu Song; Shixia Liu; Haixun Wang; Hao Wei; Yang Chen; Weiwei Cui 001 (ICDM, 2011)

Semantic-Preserving Word Clouds by Seam Carving. - Yingcai Wu; Thomas Provan; Furu Wei; Shixia Liu; Kwan-Liu Ma (Comput. Graph. Forum, 2011)

TextFlow: Towards Better Understanding of Evolving Topics in Text. - Weiwei Cui 001; Shixia Liu; Li Tan; Conglei Shi; Yangqiu Song; Zekai Gao; Huamin Qu; Xin Tong 001 (IEEE Trans. Vis. Comput. Graph., 2011)

Breaking news on twitter. - Mengdie Hu; Shixia Liu; Furu Wei; Yingcai Wu; John T. Stasko; Kwan-Liu Ma (CHI, 2012)

Automatic taxonomy construction from keywords. - Xueqing Liu 001; Yangqiu Song; Shixia Liu; Haixun Wang (KDD, 2012)

Real-Time Visualization of Streaming Text with a Force-Based Dynamic System. - Jamal Alsakran; Yang Chen; Dongning Luo; Ye Zhao 003; Jing Yang 001; Wenwen Dou; Shixia Liu (IEEE Computer Graphics and Applications, 2012)

ImageHive: Interactive Content-Aware Image Summarization. - Li Tan; Yangqiu Song; Shixia Liu; Lexing Xie (IEEE Computer Graphics and Applications, 2012)

Introduction to the Special Section on Intelligent Visual Interfaces for Text Analysis. - Shixia Liu; Michelle X. Zhou; Giuseppe Carenini; Huamin Qu (ACM Trans. Intell. Syst. Technol., 2012)

TIARA: Interactive, Topic-Based Visual Text Summarization and Analysis. - Shixia Liu; Michelle X. Zhou; Shimei Pan; Yangqiu Song; Weihong Qian; Weijia Cai; Xiaoxiao Lian (ACM Trans. Intell. Syst. Technol., 2012)

Whisper: Tracing the Spatiotemporal Process of Information Diffusion in Real Time. - Nan Cao 001; Yu-Ru Lin; Xiaohua Sun; David Lazer; Shixia Liu; Huamin Qu (IEEE Trans. Vis. Comput. Graph., 2012)

RankExplorer: Visualization of Ranking Changes in Large Time Series Data. - Conglei Shi; Weiwei Cui 001; Shixia Liu; Panpan Xu; Wei Chen 001; Huamin Qu (IEEE Trans. Vis. Comput. Graph., 2012)

A Hierarchical Aspect-Sentiment Model for Online Reviews. - Suin Kim; Jianwen Zhang; Zheng Chen 001; Alice Oh; Shixia Liu (AAAI, 2013)

Lead-lag analysis via sparse co-projection in correlated text streams. - Fangzhao Wu; Yangqiu Song; Shixia Liu; Yongfeng Huang 001; Zhenyu Liu (CIKM, 2013)

Optimizing temporal topic segmentation for intelligent text visualization. - Shimei Pan; Michelle X. Zhou; Yangqiu Song; Weihong Qian; Fei Wang 001; Shixia Liu (IUI, 2013)

Mining evolutionary multi-branch trees from text streams. - Xiting Wang; Shixia Liu; Yangqiu Song; Baining Guo (KDD, 2013)

A Survey of Visual Analytics Techniques and Applications: State-of-the-Art Research and Future Challenges. - Guodao Sun; Yingcai Wu; Ronghua Liang; Shixia Liu (J. Comput. Sci. Technol., 2013)

Constrained Text Coclustering with Supervised and Unsupervised Constraints. - Yangqiu Song; Shimei Pan; Shixia Liu; Furu Wei; Michelle X. Zhou; Weihong Qian (IEEE Trans. Knowl. Data Eng., 2013)

StoryFlow: Tracking the Evolution of Stories. - Shixia Liu; Yingcai Wu; Enxun Wei; Mengchen Liu; Yang Liu 014 (IEEE Trans. Vis. Comput. Graph., 2013)

ViSizer: A Visualization Resizing Framework. - Yingcai Wu; Xiaotong Liu; Shixia Liu; Kwan-Liu Ma (IEEE Trans. Vis. Comput. Graph., 2013)

Visual Analysis of Topic Competition on Social Media. - Panpan Xu; Yingcai Wu; Enxun Wei; Tai-Quan Peng; Shixia Liu; Jonathan J. H. Zhu; Huamin Qu (IEEE Trans. Vis. Comput. Graph., 2013)

PIWI: Visually Exploring Graphs Based on Their Community Structure. - Jing Yang 001; Yujie Liu 009; Xin Zhang; Xiaoru Yuan; Ye Zhao 003; Scott Barlowe; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2013)

Let It Flow: A Static Method for Exploring Dynamic Graphs. - Weiwei Cui 001; Xiting Wang; Shixia Liu; Nathalie Henry Riche; Tara M. Madhyastha; Kwan-Liu Ma; Baining Guo (PacificVis, 2014)

TopicPanorama: A full picture of relevant topics. - Shixia Liu; Xiting Wang; Jianfei Chen 001; Jim Zhu; Baining Guo (IEEE VAST, 2014)

Online behavioral genome sequencing from usage logs: decoding the search behaviors. - Yang Song 008; Weiwei Cui 001; Shixia Liu; Kuansan Wang (WWW (Companion Volume), 2014)

How Hierarchical Topics Evolve in Large Text Corpora. - Weiwei Cui 001; Shixia Liu; Zhuofeng Wu 002; Hao Wei (IEEE Trans. Vis. Comput. Graph., 2014)

LoyalTracker: Visualizing Loyalty Dynamics in Search Engines. - Conglei Shi; Yingcai Wu; Shixia Liu; Hong Zhou 004; Huamin Qu (IEEE Trans. Vis. Comput. Graph., 2014)

EvoRiver: Visual Analysis of Topic Coopetition on Social Media. - Guodao Sun; Yingcai Wu; Shixia Liu; Tai-Quan Peng; Jonathan J. H. Zhu; Ronghua Liang (IEEE Trans. Vis. Comput. Graph., 2014)

OpinionFlow: Visual Analysis of Opinion Diffusion on Social Media. - Yingcai Wu; Shixia Liu; Kai Yan 003; Mengchen Liu; Fangzhao Wu (IEEE Trans. Vis. Comput. Graph., 2014)

A survey on information visualization: recent advances and challenges. - Shixia Liu; Weiwei Cui 001; Yingcai Wu; Mengchen Liu (Vis. Comput., 2014)

Clutter-aware label layout. - Yu Meng; Hui Zhang 013; Mengchen Liu; Shixia Liu (PacificVis, 2015)

Multivariate Network Exploration and Presentations. - Shixia Liu; Leila De Floriani (Computer, 2015)

Exploring Topical Lead-Lag across Corpora. - Shixia Liu; Yang Chen; Hao Wei; Jing Yang 001; Kun Zhou 001; Steven Mark Drucker (IEEE Trans. Knowl. Data Eng., 2015)

Evolutionary Bayesian Rose Trees. - Shixia Liu; Xiting Wang; Yangqiu Song; Baining Guo (IEEE Trans. Knowl. Data Eng., 2015)

Automatic Taxonomy Construction from Keywords via Scalable Bayesian Rose Trees. - Yangqiu Song; Shixia Liu; Xueqing Liu 001; Haixun Wang (IEEE Trans. Knowl. Data Eng., 2015)

Tracking Idea Flows between Social Groups. - Yangxin Zhong; Shixia Liu; Xiting Wang; Jiannan Xiao; Yangqiu Song (AAAI, 2016)

Spot-tracking lens: A zoomable user interface for animated bubble charts. - Yueqi Hu; Tom Polk; Jing Yang 001; Ye Zhao 003; Shixia Liu (PacificVis, 2016)

How ideas flow across multiple social groups. - Xiting Wang; Shixia Liu; Yang Chen; Tai-Quan Peng; Jing Su; Jing Yang 001; Baining Guo (VAST, 2016)

Scaling up Dynamic Topic Models. - Arnab Bhadury; Jianfei Chen 001; Jun Zhu 001; Shixia Liu (WWW, 2016)

Follower-Followee Network, Communication Networks, and Vote Agreement of the U.S. Members of Congress. - Tai-Quan Peng; Mengchen Liu; Yingcai Wu; Shixia Liu (Commun. Res., 2016)

Towards building a high-quality microblog-specific Chinese sentiment lexicon. - Fangzhao Wu; Yongfeng Huang 001; Yangqiu Song; Shixia Liu (Decis. Support Syst., 2016)

MatchOrchestra: a generalized visual analytics for competitive team sports. - Wentao Wang; Jiawan Zhang; Xiaoru Yuan; Shixia Liu (J. Vis., 2016)

Adaptive Multi-Compositionality for Recursive Neural Network Models. - Li Dong 004; Furu Wei; Ke Xu 001; Shixia Liu; Ming Zhou 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

An Uncertainty-Aware Approach for Exploratory Microblog Retrieval. - Mengchen Liu; Shixia Liu; Xizhou Zhu; Qinying Liao; Furu Wei; Shimei Pan (IEEE Trans. Vis. Comput. Graph., 2016)

Guest Editors' Introduction: Special Section on the IEEE Pacific Visualization Symposium 2015. - Shixia Liu; Gerik Scheuermann; Shigeo Takahashi; Tim Dwyer; Yingcai Wu (IEEE Trans. Vis. Comput. Graph., 2016)

Online Visual Analytics of Text Streams. - Shixia Liu; Jialun Yin; Xiting Wang; Weiwei Cui 001; Kelei Cao; Jian Pei 001 (IEEE Trans. Vis. Comput. Graph., 2016)

TopicPanorama: A Full Picture of Relevant Topics. - Xiting Wang; Shixia Liu; Junlin Liu; Jianfei Chen 001; Jun Zhu 001; Baining Guo (IEEE Trans. Vis. Comput. Graph., 2016)

Improving Learning-from-Crowds through Expert Validation. - Mengchen Liu; Liu Jiang; Junlin Liu; Xiting Wang; Jun Zhu 001; Shixia Liu (IJCAI, 2017)

Scalable Inference for Nested Chinese Restaurant Process Topic Models. - Jianfei Chen 001; Jun Zhu 001; Jie Lu; Shixia Liu (CoRR, 2017)

Preface. - Gennady L. Andrienko; Shixia Liu; John T. Stasko; Niklas Elmqvist; Bongshin Lee; Kwan-Liu Ma; James P. Ahrens; Robert M. Kirby; Jos B. T. M. Roerdink (IEEE Trans. Vis. Comput. Graph., 2017)

Towards Better Analysis of Deep Convolutional Neural Networks. - Mengchen Liu; Jiaxin Shi; Zhen Li 044; Chongxuan Li; Jun Zhu 001; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2017)

Towards better analysis of machine learning models: A visual analytics perspective. - Shixia Liu; Xiting Wang; Mengchen Liu; Jun Zhu 001 (Vis. Informatics, 2017)

Analyzing the Noise Robustness of Deep Neural Networks. - Mengchen Liu; Shixia Liu; Hang Su 006; Kelei Cao; Jun Zhu 001 (VAST, 2018)

Visual Analytics for Explainable Deep Learning. - Jaegul Choo; Shixia Liu (IEEE Computer Graphics and Applications, 2018)

Scalable Training of Hierarchical Topic Models. - Jianfei Chen 001; Jun Zhu 001; Jie Lu; Shixia Liu (Proc. VLDB Endow., 2018)

Preface. - Tim Dwyer; Niklas Elmqvist; Brian D. Fisher; Steven Franconeri; Ingrid Hotz; Robert Michael Kirby; Shixia Liu; Tobias Schreck; Xiaoru Yuan (IEEE Trans. Vis. Comput. Graph., 2018)

PhotoRecomposer: Interactive Photo Recomposition by Cropping. - Yuan Liang; Xiting Wang; Song-Hai Zhang; Shi-Min Hu 001; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2018)

Analyzing the Training Processes of Deep Generative Models. - Mengchen Liu; Jiaxin Shi; Kelei Cao; Jun Zhu 001; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2018)

Visual Diagnosis of Tree Boosting Methods. - Shixia Liu; Jiannan Xiao; Junlin Liu; Xiting Wang; Jing Wu 004; Jun Zhu 001 (IEEE Trans. Vis. Comput. Graph., 2018)

StreamExplorer: A Multi-Stage System for Visually Exploring Events in Social Streams. - Yingcai Wu; Zhutian Chen; Guodao Sun; Xiao Xie; Nan Cao 001; Shixia Liu; Weiwei Cui 001 (IEEE Trans. Vis. Comput. Graph., 2018)

Steering data quality with visual analytics: The complexity challenge. - Shixia Liu; Gennady L. Andrienko; Yingcai Wu; Nan Cao 001; Liu Jiang; Conglei Shi; Yu-Shuen Wang; Seokhee Hong 001 (Vis. Informatics, 2018)

Interactive Correction of Mislabeled Training Data. - Shouxing Xiang; Xi Ye; Jiazhi Xia; Jing Wu 004; Yang Chen; Shixia Liu (VAST, 2019)

Visualization in Data Science. - Adam Perer; Shixia Liu (IEEE Computer Graphics and Applications, 2019)

Recent research advances on interactive machine learning. - Liu Jiang; Shixia Liu; Changjian Chen (J. Vis., 2019)

Interactive Visualization for Interpretable Machine Learning Beyond Visualization and Steering of the Parametric Space (NII Shonan Meeting 161). - Alex Endert; Jean-Daniel Fekete; Bongshin Lee; Shixia Liu (NII Shonan Meet. Rep., 2019)

An Interactive Method to Improve Crowdsourced Annotations. - Shixia Liu; Changjian Chen; Yafeng Lu; Fang-Xin Ou-Yang; Bin Wang 021 (IEEE Trans. Vis. Comput. Graph., 2019)

Bridging Text Visualization and Mining: A Task-Driven Survey. - Shixia Liu; Xiting Wang; Christopher Collins 001; Wenwen Dou; Fang-Xin Ou-Yang; Mennatallah El-Assady; Liu Jiang; Daniel A. Keim (IEEE Trans. Vis. Comput. Graph., 2019)

Diagnosing Concept Drift with Visual Analytics. - Weikai Yang; Zhen Li 044; Mengchen Liu; Yafeng Lu; Kelei Cao; Ross Maciejewski; Shixia Liu (IEEE VAST@IEEE VIS, 2020)

Visualizing surrogate decision trees of convolutional neural networks. - Shichao Jia; Peiwen Lin; Zeyu Li 003; Jiawan Zhang; Shixia Liu (J. Vis., 2020)

Visual Genealogy of Deep Neural Networks. - Qianwen Wang; Jun Yuan 003; Shuxin Chen; Hang Su 006; Huamin Qu; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2020)

A survey of visual analytics techniques for machine learning. - Jun Yuan 003; Changjian Chen; Weikai Yang; Mengchen Liu; Jiazhi Xia; Shixia Liu (Comput. Vis. Media, 2021)

Special Issue on Interactive Visual Analytics for Making Explainable and Accountable Decisions. - Cagatay Turkay; Tatiana von Landesberger; Daniel Archambault; Shixia Liu; Remco Chang (ACM Trans. Interact. Intell. Syst., 2021)

Analyzing the Noise Robustness of Deep Neural Networks. - Kelei Cao; Mengchen Liu; Hang Su 006; Jing Wu 004; Jun Zhu 001; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2021)

Interactive Graph Construction for Graph-Based Semi-Supervised Learning. - Changjian Chen; Zhaowei Wang; Jing Wu 004; Xiting Wang; Lan-Zhe Guo; Yufeng Li 008; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2021)

OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples. - Changjian Chen; Jun Yuan 003; Yafeng Lu; Yang Liu 014; Hang Su 006; Songtao Yuan; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2021)

Visual Analysis of Discrimination in Machine Learning. - Qianwen Wang; Zhenhua Xu; Zhutian Chen; Yong Wang 021; Shixia Liu; Huamin Qu (IEEE Trans. Vis. Comput. Graph., 2021)

Interactive Steering of Hierarchical Clustering. - Weikai Yang; Xiting Wang; Jie Lu; Wenwen Dou; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2021)

Evaluation of Sampling Methods for Scatterplots. - Jun Yuan 003; Shouxing Xiang; Jiazhi Xia; Lingyun Yu 001; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2021)

Preserving Minority Structures in Graph Sampling. - Ying Zhao 001; Haojin Jiang; Qi'an Chen; Yaqi Qin; Huixuan Xie; Yitao Wu; Shixia Liu; Zhiguang Zhou; Jiazhi Xia; Fangfang Zhou (IEEE Trans. Vis. Comput. Graph., 2021)

Towards Better Caption Supervision for Object Detection. - Changjian Chen; Jing Wu 004; Xiaohan Wang; Shouxing Xiang; Song-Hai Zhang; Qifeng Tang; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2022)

Real-Time Visual Analysis of High-Volume Social Media Posts. - Johannes Knittel; Steffen Koch 001; Tan Tang; Wei Chen 001; Yingcai Wu; Shixia Liu; Thomas Ertl (IEEE Trans. Vis. Comput. Graph., 2022)

Preface. - Bongshin Lee; Silvia Miksch; Anders Ynnerman; Anastasia Bezerianos; Jian Chen 006; Wei Chen 001; Christopher Collins 001; Michael Gleicher; M. Eduard Gröller; Alexander Lex; Bernhard Preim; Jinwook Seo; et al. (IEEE Trans. Vis. Comput. Graph., 2022)

A Unified Understanding of Deep NLP Models for Text Classification. - Zhen Li 044; Xiting Wang; Weikai Yang; Jing Wu 004; Zhengyan Zhang; Zhiyuan Liu 001; Maosong Sun 001; Hui Zhang 013; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2022)

Revisiting Dimensionality Reduction Techniques for Visual Cluster Analysis: An Empirical Study. - Jiazhi Xia; Yuchen Zhang; Jie Song; Yang Chen; Yunhai Wang; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2022)

Diagnosing Ensemble Few-Shot Classifiers. - Weikai Yang; Xi Ye; Xingxing Zhang 001; Lanxi Xiao; Jiazhi Xia; Zhongyuan Wang 006; Jun Zhu 001; Hanspeter Pfister; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2022)

TimePool: Visually Answer "Which and When" Questions On Univariate Time Series. - Tinghao Feng; Yueqi Hu; Jing Yang 001; Tom Polk; Ye Zhao 003; Shixia Liu; Zhaocong Yang (IEEE VIS (Short Papers), 2023)

Grand Challenges in Visual Analytics Applications. - Aoyu Wu; Dazhen Deng; Min Chen 001; Shixia Liu; Daniel A. Keim; Ross Maciejewski; Silvia Miksch; Hendrik Strobelt; Fernanda B. Viégas; Martin Wattenberg (IEEE Computer Graphics and Applications, 2023)

Concept-Based Visual Analysis of Dynamic Textual Data. - Shouxing Xiang; Fangxin Ouyang; Shixia Liu (CoRR, 2023)

In Defence of Visual Analytics Systems: Replies to Critics. - Aoyu Wu; Dazhen Deng; Furui Cheng; Yingcai Wu; Shixia Liu; Huamin Qu (IEEE Trans. Vis. Comput. Graph., 2023)

Visual Analysis of Neural Architecture Spaces for Summarizing Design Principles. - Jun Yuan 003; Mengchen Liu; Fengyuan Tian; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2023)

Enhancing Training Data Quality With Visual Analytics. - Shixia Liu (Computer, 2023)

A Scalable Matrix Visualization for Understanding Tree Ensemble Classifiers. - Zhen Li 044; Weikai Yang; Jun Yuan 003; Jing Wu 004; Changjian Chen; Yao Ming; Fan Yang; Hui Zhang 013; Shixia Liu (CoRR, 2024)

A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision. - Changjian Chen; Yukai Guo; Fengyuan Tian; Shilong Liu; Weikai Yang; Zhaowei Wang; Jing Wu 004; Hang Su 006; Hanspeter Pfister; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2024)

Cluster-Aware Grid Layout. - Yuxing Zhou; Weikai Yang; Jiashu Chen; Changjian Chen; Zhiyang Shen; Xiaonan Luo; Lingyun Yu 001; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2024)

Interactive Reweighting for Mitigating Label Quality Issues. - Weikai Yang; Yukai Guo; Jing Wu 004; Zheng Wang; Lan-Zhe Guo; Yufeng Li 008; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2024)

Foundation models meet visualizations: Challenges and opportunities. - Weikai Yang; Mengchen Liu; Zheng Wang; Shixia Liu (Comput. Vis. Media, 2024)

Visualizing, Exploring and Analyzing Big Data: A 6-Year Story. - Nikos Bikakis; George Papastefanatos; Panos K. Chrysanthis; Olga Papemmanuil; David Auber; Steffen Frey; Issei Fujishiro; Hanna Hauptmann; Shixia Liu; Kwan-Liu Ma; Tobias Schreck; Michael Sedlmair; et al. (SIGMOD Rec., 2024)

Enhancing Single-Frame Supervision for Better Temporal Action Localization. - Changjian Chen; Jiashu Chen; Weikai Yang; Haoze Wang; Johannes Knittel; Xibin Zhao; Steffen Koch 001; Thomas Ertl; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2024)

Editorial Guest Editors' Introduction. - Niklas Elmqvist; Shixia Liu; Valerio Pascucci (IEEE Trans. Vis. Comput. Graph., 2024)

Visual Analytics for Machine Learning: A Data Perspective Survey. - Junpeng Wang 001; Shixia Liu; Wei Zhang 189 (IEEE Trans. Vis. Comput. Graph., 2024)

RouteFlow: Trajectory-Aware Animated Transitions. - Duan Li; Xinyuan Guo; Xinhuan Shu; Lanxi Xiao; Lingyun Yu 001; Shixia Liu (CHI, 2025)

Structural-Entropy-Based Sample Selection for Efficient and Effective Learning. - Tianchi Xie; Jiangning Zhu; Guozu Ma; Minzhi Lin; Wei Chen 001; Weikai Yang; Shixia Liu (ICLR, 2025)

Dynamic Color Assignment for Hierarchical Data. - Jiashu Chen; Weikai Yang; Zelin Jia; Lanxi Xiao; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2025)

OrionBench: A Benchmark for Chart and Human-Recognizable Object Detection in Infographics. - Jiangning Zhu; Yuxing Zhou; Zheng Wang; Juntao Yao; Yima Gu; Yuhui Yuan; Shixia Liu (CoRR, 2025)

ChartGalaxy: A Dataset for Infographic Chart Understanding and Generation. - Zhen Li; Duan Li; Yukai Guo; Xinyuan Guo; Bowen Li; Lanxi Xiao; Shenyu Qiao; Jiashu Chen; Zijian Wu; Hui Zhang; Xinhuan Shu; Shixia Liu (CoRR, 2025)

InfoChartQA: A Benchmark for Multimodal Question Answering on Infographic Charts. - Minzhi Lin; Tianchi Xie; Mengchen Liu; Yilin Ye; Changjian Chen; Shixia Liu (CoRR, 2025)

OW-CLIP: Data-Efficient Visual Supervision for Open-World Object Detection via Human-AI Collaboration. - Junwen Duan; Wei Xue; Ziyao Kang; Shixia Liu; Jiazhi Xia (CoRR, 2025)

ReorderBench: A Benchmark for Matrix Reordering. - Jiangning Zhu; Zheng Wang; Zhiyang Shen; Lai Wei; Fengyuan Tian; Mengchen Liu; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2025)

RuleExplorer: A Scalable Matrix Visualization for Understanding Tree Ensemble Classifiers. - Zhen Li 044; Weikai Yang; Jun Yuan 003; Jing Wu 004; Changjian Chen; Yao Ming; Fan Yang; Hui Zhang 013; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2025)