Shixia Liu

176 papers A* 16A 9B 8C 2Journal 127Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
NCP: Neighborhood-Preserving Non-Uniform Circle Packing for Visualization.
CoRR
Duan Li, Jun Yuan, Xinyuan Guo, Xiting Wang, Yang Liu, Weikai Yang, Shixia Liu
2026 J jnl
OW-CLIP: Data-Efficient Visual Supervision for Open-World Object Detection via Human-AI Collaboration.
IEEE Trans. Vis. Comput. Graph.
Junwen Duan, Wei Xue, Ziyao Kang, Shixia Liu, Jiazhi Xia
2026 A* conf
Revealing the Gap: Visual Comparison of Large-Scale Datasets via Multi-Scale Density Difference Map.
CHI
Xinyuan Guo, Xu Zhu, Yilin Ye, Shixia Liu
2026 A* conf
Unpacking Visual Metaphors in Infographics: A Design Space.
CHI
Yukai Guo, Lanxi Xiao, Xinhuan Shu, Qiong Wu, Bongshin Lee, Shixia Liu
2025 J jnl
ChartGalaxy: A Dataset for Infographic Chart Understanding and Generation.
CoRR
Zhen Li, Duan Li, Yukai Guo, Xinyuan Guo, Bowen Li, Lanxi Xiao, Shenyu Qiao, Jiashu Chen, Zijian Wu, Hui Zhang, Xinhuan Shu, Shixia Liu
2025 J jnl
Dynamic Color Assignment for Hierarchical Data.
IEEE Trans. Vis. Comput. Graph.
Jiashu Chen, Weikai Yang, Zelin Jia, Lanxi Xiao, Shixia Liu
2025 J jnl
Hierarchical Fuzzy-Cluster-Aware Grid Layout for Large-Scale Data.
IEEE Trans. Vis. Comput. Graph.
Yuxing Zhou, Changjian Chen, Zhiyang Shen, Jiangning Zhu, Jiashu Chen, Weikai Yang, Shixia Liu
2025 J jnl
InfoChartQA: A Benchmark for Multimodal Question Answering on Infographic Charts.
CoRR
Minzhi Lin, Tianchi Xie, Mengchen Liu, Yilin Ye, Changjian Chen, Shixia Liu
2025 J jnl
OW-CLIP: Data-Efficient Visual Supervision for Open-World Object Detection via Human-AI Collaboration.
CoRR
Junwen Duan, Wei Xue, Ziyao Kang, Shixia Liu, Jiazhi Xia
2025 J jnl
OrionBench: A Benchmark for Chart and Human-Recognizable Object Detection in Infographics.
CoRR
Jiangning Zhu, Yuxing Zhou, Zheng Wang, Juntao Yao, Yima Gu, Yuhui Yuan, Shixia Liu
2025 J jnl
ReorderBench: A Benchmark for Matrix Reordering.
IEEE Trans. Vis. Comput. Graph.
Jiangning Zhu, Zheng Wang, Zhiyang Shen, Lai Wei, Fengyuan Tian, Mengchen Liu, Shixia Liu
2025 A* conf
RouteFlow: Trajectory-Aware Animated Transitions.
CHI
Duan Li, Xinyuan Guo, Xinhuan Shu, Lanxi Xiao, Lingyun Yu, Shixia Liu
2025 J jnl
RouteFlow: Trajectory-Aware Animated Transitions.
CoRR
Duan Li, Xinyuan Guo, Xinhuan Shu, Lanxi Xiao, Lingyun Yu, Shixia Liu
2025 J jnl
RuleExplorer: A Scalable Matrix Visualization for Understanding Tree Ensemble Classifiers.
IEEE Trans. Vis. Comput. Graph.
Zhen Li, Weikai Yang, Jun Yuan, Jing Wu, Changjian Chen, Yao Ming, Fan Yang, Hui Zhang, Shixia Liu
2025 A* conf
Structural-Entropy-Based Sample Selection for Efficient and Effective Learning.
ICLR
Tianchi Xie, Jiangning Zhu, Guozu Ma, Minzhi Lin, Wei Chen, Weikai Yang, Shixia Liu
2024 J jnl
A Scalable Matrix Visualization for Understanding Tree Ensemble Classifiers.
CoRR
Zhen Li, Weikai Yang, Jun Yuan, Jing Wu, Changjian Chen, Yao Ming, Fan Yang, Hui Zhang, Shixia Liu
2024 J jnl
A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision.
IEEE Trans. Vis. Comput. Graph.
Changjian Chen, Yukai Guo, Fengyuan Tian, Shilong Liu, Weikai Yang, Zhaowei Wang, Jing Wu, Hang Su, Hanspeter Pfister, Shixia Liu
2024 J jnl
Cluster-Aware Grid Layout.
IEEE Trans. Vis. Comput. Graph.
Yuxing Zhou, Weikai Yang, Jiashu Chen, Changjian Chen, Zhiyang Shen, Xiaonan Luo, Lingyun Yu, Shixia Liu
2024 J jnl
Dynamic Color Assignment for Hierarchical Data.
CoRR
Jiashu Chen, Weikai Yang, Zelin Jia, Lanxi Xiao, Shixia Liu
2024 J jnl
Editorial Guest Editors' Introduction.
IEEE Trans. Vis. Comput. Graph.
Niklas Elmqvist, Shixia Liu, Valerio Pascucci
2024 J jnl
Enhancing Single-Frame Supervision for Better Temporal Action Localization.
IEEE Trans. Vis. Comput. Graph.
Changjian Chen, Jiashu Chen, Weikai Yang, Haoze Wang, Johannes Knittel, Xibin Zhao, Steffen Koch, Thomas Ertl, Shixia Liu
2024 J jnl
Foundation models meet visualizations: Challenges and opportunities.
Comput. Vis. Media
Weikai Yang, Mengchen Liu, Zheng Wang, Shixia Liu
2024 J jnl
Interactive Reweighting for Mitigating Label Quality Issues.
IEEE Trans. Vis. Comput. Graph.
Weikai Yang, Yukai Guo, Jing Wu, Zheng Wang, Lan-Zhe Guo, Yufeng Li, Shixia Liu
2024 J jnl
ReorderBench: A Benchmark for Matrix Reordering.
CoRR
Jiangning Zhu, Zheng Wang, Zhiyang Shen, Lai Wei, Fengyuan Tian, Mengchen Liu, Shixia Liu
2024 J jnl
Structural-Entropy-Based Sample Selection for Efficient and Effective Learning.
CoRR
Tianchi Xie, Jiangning Zhu, Guozu Ma, Minzhi Lin, Wei Chen, Weikai Yang, Shixia Liu
2024 J jnl
Visual Analytics for Machine Learning: A Data Perspective Survey.
IEEE Trans. Vis. Comput. Graph.
Junpeng Wang, Shixia Liu, Wei Zhang
2024 J jnl
Visualizing, Exploring and Analyzing Big Data: A 6-Year Story.
SIGMOD Rec.
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, Mohamed A. Sharaf
2023 J jnl
A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision.
CoRR
Changjian Chen, Yukai Guo, Fengyuan Tian, Shilong Liu, Weikai Yang, Zhaowei Wang, Jing Wu, Hang Su, Hanspeter Pfister, Shixia Liu
2023 J jnl
Cluster-Aware Grid Layout.
CoRR
Yuxing Zhou, Weikai Yang, Jiashu Chen, Changjian Chen, Zhiyang Shen, Xiaonan Luo, Lingyun Yu, Shixia Liu
2023 J jnl
Concept-Based Visual Analysis of Dynamic Textual Data.
CoRR
Shouxing Xiang, Fangxin Ouyang, Shixia Liu
2023 J jnl
Enhancing Single-Frame Supervision for Better Temporal Action Localization.
CoRR
Changjian Chen, Jiashu Chen, Weikai Yang, Haoze Wang, Johannes Knittel, Xibin Zhao, Steffen Koch, Thomas Ertl, Shixia Liu
2023 J jnl
Enhancing Training Data Quality With Visual Analytics.
Computer
Shixia Liu
2023 J jnl
Foundation Models Meet Visualizations: Challenges and Opportunities.
CoRR
Weikai Yang, Mengchen Liu, Zheng Wang, Shixia Liu
2023 J jnl
Grand Challenges in Visual Analytics Applications.
IEEE Computer Graphics and Applications
Aoyu Wu, Dazhen Deng, Min Chen, Shixia Liu, Daniel A. Keim, Ross Maciejewski, Silvia Miksch, Hendrik Strobelt, Fernanda B. Viégas, Martin Wattenberg
2023 J jnl
In Defence of Visual Analytics Systems: Replies to Critics.
IEEE Trans. Vis. Comput. Graph.
Aoyu Wu, Dazhen Deng, Furui Cheng, Yingcai Wu, Shixia Liu, Huamin Qu
2023 J jnl
Interactive Reweighting for Mitigating Label Quality Issues.
CoRR
Weikai Yang, Yukai Guo, Jing Wu, Zheng Wang, Lan-Zhe Guo, Yufeng Li, Shixia Liu
2023 — conf
TimePool: Visually Answer "Which and When" Questions On Univariate Time Series.
IEEE VIS (Short Papers)
Tinghao Feng, Yueqi Hu, Jing Yang, Tom Polk, Ye Zhao, Shixia Liu, Zhaocong Yang
2023 J jnl
TimePool: Visually Answer "Which and When" Questions On Univariate Time Series.
CoRR
Tinghao Feng, Yueqi Hu, Jing Yang, Tom Polk, Ye Zhao, Shixia Liu, Zhaocong Yang
2023 J jnl
Visual Analysis of Neural Architecture Spaces for Summarizing Design Principles.
IEEE Trans. Vis. Comput. Graph.
Jun Yuan, Mengchen Liu, Fengyuan Tian, Shixia Liu
2023 J jnl
Visual Analytics For Machine Learning: A Data Perspective Survey.
CoRR
Junpeng Wang, Shixia Liu, Wei Zhang
2022 J jnl
A Unified Understanding of Deep NLP Models for Text Classification.
CoRR
Zhen Li, Xiting Wang, Weikai Yang, Jing Wu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Hui Zhang, Shixia Liu
2022 J jnl
A Unified Understanding of Deep NLP Models for Text Classification.
IEEE Trans. Vis. Comput. Graph.
Zhen Li, Xiting Wang, Weikai Yang, Jing Wu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Hui Zhang, Shixia Liu
2022 J jnl
Diagnosing Ensemble Few-Shot Classifiers.
CoRR
Weikai Yang, Xi Ye, Xingxing Zhang, Lanxi Xiao, Jiazhi Xia, Zhongyuan Wang, Jun Zhu, Hanspeter Pfister, Shixia Liu
2022 J jnl
Diagnosing Ensemble Few-Shot Classifiers.
IEEE Trans. Vis. Comput. Graph.
Weikai Yang, Xi Ye, Xingxing Zhang, Lanxi Xiao, Jiazhi Xia, Zhongyuan Wang, Jun Zhu, Hanspeter Pfister, Shixia Liu
2022 J jnl
In Defence of Visual Analytics Systems: Replies to Critics.
CoRR
Aoyu Wu, Dazhen Deng, Furui Cheng, Yingcai Wu, Shixia Liu, Huamin Qu
2022 J jnl
Preface.
IEEE Trans. Vis. Comput. Graph.
Bongshin Lee, Silvia Miksch, Anders Ynnerman, Anastasia Bezerianos, Jian Chen, Wei Chen, Christopher Collins, Michael Gleicher, M. Eduard Gröller, Alexander Lex, Bernhard Preim, Jinwook Seo, Rüdiger Westermann, Jing Yang, Xiaoru Yuan, Han-Wei Shen, Jean-Daniel Fekete, Shixia Liu
2022 J jnl
Real-Time Visual Analysis of High-Volume Social Media Posts.
IEEE Trans. Vis. Comput. Graph.
Johannes Knittel, Steffen Koch, Tan Tang, Wei Chen, Yingcai Wu, Shixia Liu, Thomas Ertl
2022 J jnl
Revisiting Dimensionality Reduction Techniques for Visual Cluster Analysis: An Empirical Study.
IEEE Trans. Vis. Comput. Graph.
Jiazhi Xia, Yuchen Zhang, Jie Song, Yang Chen, Yunhai Wang, Shixia Liu
2022 J jnl
Towards Better Caption Supervision for Object Detection.
IEEE Trans. Vis. Comput. Graph.
Changjian Chen, Jing Wu, Xiaohan Wang, Shouxing Xiang, Song-Hai Zhang, Qifeng Tang, Shixia Liu
2022 J jnl
Visual Analysis of Neural Architecture Spaces for Summarizing Design Principles.
CoRR
Jun Yuan, Mengchen Liu, Fengyuan Tian, Shixia Liu
2021 J jnl
A survey of visual analytics techniques for machine learning.
Comput. Vis. Media
Jun Yuan, Changjian Chen, Weikai Yang, Mengchen Liu, Jiazhi Xia, Shixia Liu
2021 J jnl
Analyzing the Noise Robustness of Deep Neural Networks.
IEEE Trans. Vis. Comput. Graph.
Kelei Cao, Mengchen Liu, Hang Su, Jing Wu, Jun Zhu, Shixia Liu
2021 J jnl
Evaluation of Sampling Methods for Scatterplots.
IEEE Trans. Vis. Comput. Graph.
Jun Yuan, Shouxing Xiang, Jiazhi Xia, Lingyun Yu, Shixia Liu
2021 J jnl
Interactive Graph Construction for Graph-Based Semi-Supervised Learning.
IEEE Trans. Vis. Comput. Graph.
Changjian Chen, Zhaowei Wang, Jing Wu, Xiting Wang, Lan-Zhe Guo, Yufeng Li, Shixia Liu
2021 J jnl
Interactive Steering of Hierarchical Clustering.
IEEE Trans. Vis. Comput. Graph.
Weikai Yang, Xiting Wang, Jie Lu, Wenwen Dou, Shixia Liu
2021 J jnl
OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples.
IEEE Trans. Vis. Comput. Graph.
Changjian Chen, Jun Yuan, Yafeng Lu, Yang Liu, Hang Su, Songtao Yuan, Shixia Liu
2021 J jnl
Preserving Minority Structures in Graph Sampling.
IEEE Trans. Vis. Comput. Graph.
Ying Zhao, Haojin Jiang, Qi'an Chen, Yaqi Qin, Huixuan Xie, Yitao Wu, Shixia Liu, Zhiguang Zhou, Jiazhi Xia, Fangfang Zhou
2021 J jnl
Real-Time Visual Analysis of High-Volume Social Media Posts.
CoRR
Johannes Knittel, Steffen Koch, Tan Tang, Wei Chen, Yingcai Wu, Shixia Liu, Thomas Ertl
2021 J jnl
Revisiting Dimensionality Reduction Techniques for Visual Cluster Analysis: An Empirical Study.
CoRR
Jiazhi Xia, Yuchen Zhang, Jie Song, Yang Chen, Yunhai Wang, Shixia Liu
2021 J jnl
Special Issue on Interactive Visual Analytics for Making Explainable and Accountable Decisions.
ACM Trans. Interact. Intell. Syst.
Cagatay Turkay, Tatiana von Landesberger, Daniel Archambault, Shixia Liu, Remco Chang
2021 J jnl
Visual Analysis of Discrimination in Machine Learning.
IEEE Trans. Vis. Comput. Graph.
Qianwen Wang, Zhenhua Xu, Chen Zhu-Tian, Yong Wang, Shixia Liu, Huamin Qu
2020 J jnl
A Survey of Visual Analytics Techniques for Machine Learning.
CoRR
Jun Yuan, Changjian Chen, Weikai Yang, Mengchen Liu, Jiazhi Xia, Shixia Liu
2020 J jnl
Analyzing the Noise Robustness of Deep Neural Networks.
CoRR
Kelei Cao, Mengchen Liu, Hang Su, Jing Wu, Jun Zhu, Shixia Liu
2020 — conf
Diagnosing Concept Drift with Visual Analytics.
IEEE VAST@IEEE VIS
Weikai Yang, Zhen Li, Mengchen Liu, Yafeng Lu, Kelei Cao, Ross Maciejewski, Shixia Liu
2020 J jnl
Diagnosing Concept Drift with Visual Analytics.
CoRR
Weikai Yang, Zhen Li, Mengchen Liu, Yafeng Lu, Kelei Cao, Ross Maciejewski, Shixia Liu
2020 J jnl
Evaluation of Sampling Methods for Scatterplots.
CoRR
Jun Yuan, Shouxing Xiang, Jiazhi Xia, Lingyun Yu, Shixia Liu
2020 J jnl
Interactive Steering of Hierarchical Clustering.
CoRR
Weikai Yang, Xiting Wang, Jie Lu, Wenwen Dou, Shixia Liu
2020 J jnl
OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples.
CoRR
Changjian Chen, Jun Yuan, Yafeng Lu, Yang Liu, Hang Su, Songtao Yuan, Shixia Liu
2020 J jnl
Preserving Minority Structures in Graph Sampling.
CoRR
Ying Zhao, Haojin Jiang, Qi'an Chen, Yaqi Qin, Huixuan Xie, Yitao Wu, Shixia Liu, Zhiguang Zhou, Jiazhi Xia, Fangfang Zhou
2020 J jnl
Visual Analysis of Discrimination in Machine Learning.
CoRR
Qianwen Wang, Zhenhua Xu, Chen Zhu-Tian, Yong Wang, Shixia Liu, Huamin Qu
2020 J jnl
Visual Genealogy of Deep Neural Networks.
IEEE Trans. Vis. Comput. Graph.
Qianwen Wang, Jun Yuan, Shuxin Chen, Hang Su, Huamin Qu, Shixia Liu
2020 J jnl
Visualizing surrogate decision trees of convolutional neural networks.
J. Vis.
Shichao Jia, Peiwen Lin, Zeyu Li, Jiawan Zhang, Shixia Liu
2019 J jnl
An Interactive Method to Improve Crowdsourced Annotations.
IEEE Trans. Vis. Comput. Graph.
Shixia Liu, Changjian Chen, Yafeng Lu, Fang-Xin Ou-Yang, Bin Wang
2019 J jnl
Bridging Text Visualization and Mining: A Task-Driven Survey.
IEEE Trans. Vis. Comput. Graph.
Shixia Liu, Xiting Wang, Christopher Collins, Wenwen Dou, Fang-Xin Ou-Yang, Mennatallah El-Assady, Liu Jiang, Daniel A. Keim
2019 — conf
Interactive Correction of Mislabeled Training Data.
VAST
Shouxing Xiang, Xi Ye, Jiazhi Xia, Jing Wu, Yang Chen, Shixia Liu
2019 J jnl
Interactive Visualization for Interpretable Machine Learning ~ Beyond Visualization and Steering of the Parametric Space (NII Shonan Meeting 161).
NII Shonan Meet. Rep.
Alex Endert, Jean-Daniel Fekete, Bongshin Lee, Shixia Liu
2019 J jnl
Recent research advances on interactive machine learning.
J. Vis.
Liu Jiang, Shixia Liu, Changjian Chen
2019 J jnl
Visualization in Data Science.
IEEE Computer Graphics and Applications
Adam Perer, Shixia Liu
2018 — conf
Analyzing the Noise Robustness of Deep Neural Networks.
VAST
Mengchen Liu, Shixia Liu, Hang Su, Kelei Cao, Jun Zhu
2018 J jnl
Analyzing the Noise Robustness of Deep Neural Networks.
CoRR
Mengchen Liu, Shixia Liu, Hang Su, Kelei Cao, Jun Zhu
2018 J jnl
Analyzing the Training Processes of Deep Generative Models.
IEEE Trans. Vis. Comput. Graph.
Mengchen Liu, Jiaxin Shi, Kelei Cao, Jun Zhu, Shixia Liu
2018 J jnl
PhotoRecomposer: Interactive Photo Recomposition by Cropping.
IEEE Trans. Vis. Comput. Graph.
Yuan Liang, Xiting Wang, Song-Hai Zhang, Shi-Min Hu, Shixia Liu
2018 J jnl
Preface.
IEEE Trans. Vis. Comput. Graph.
Tim Dwyer, Niklas Elmqvist, Brian D. Fisher, Steven Franconeri, Ingrid Hotz, Robert Michael Kirby, Shixia Liu, Tobias Schreck, Xiaoru Yuan
2018 J jnl
Recent Research Advances on Interactive Machine Learning.
CoRR
Liu Jiang, Shixia Liu, Changjian Chen
2018 J jnl
Scalable Training of Hierarchical Topic Models.
Proc. VLDB Endow.
Jianfei Chen, Jun Zhu, Jie Lu, Shixia Liu
2018 J jnl
Steering data quality with visual analytics: The complexity challenge.
Vis. Informatics
Shixia Liu, Gennady L. Andrienko, Yingcai Wu, Nan Cao, Liu Jiang, Conglei Shi, Yu-Shuen Wang, Seokhee Hong
2018 J jnl
StreamExplorer: A Multi-Stage System for Visually Exploring Events in Social Streams.
IEEE Trans. Vis. Comput. Graph.
Yingcai Wu, Chen Zhu-Tian, Guodao Sun, Xiao Xie, Nan Cao, Shixia Liu, Weiwei Cui
2018 J jnl
Visual Analytics for Explainable Deep Learning.
IEEE Computer Graphics and Applications
Jaegul Choo, Shixia Liu
2018 J jnl
Visual Analytics for Explainable Deep Learning.
CoRR
Jaegul Choo, Shixia Liu
2018 J jnl
Visual Diagnosis of Tree Boosting Methods.
IEEE Trans. Vis. Comput. Graph.
Shixia Liu, Jiannan Xiao, Junlin Liu, Xiting Wang, Jing Wu, Jun Zhu
2017 — ed.
12th IEEE Conference on Visual Analytics Science and Technology, IEEE VAST 2017, Phoenix, AZ, USA, October 3-6, 2017
VAST
Brian D. Fisher, Shixia Liu, Tobias Schreck
2017 A* conf
Improving Learning-from-Crowds through Expert Validation.
IJCAI
Mengchen Liu, Liu Jiang, Junlin Liu, Xiting Wang, Jun Zhu, Shixia Liu
2017 J jnl
Preface.
IEEE Trans. Vis. Comput. Graph.
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
2017 J jnl
Scalable Inference for Nested Chinese Restaurant Process Topic Models.
CoRR
Jianfei Chen, Jun Zhu, Jie Lu, Shixia Liu
2017 J jnl
Towards Better Analysis of Deep Convolutional Neural Networks.
IEEE Trans. Vis. Comput. Graph.
Mengchen Liu, Jiaxin Shi, Zhen Li, Chongxuan Li, Jun Zhu, Shixia Liu
2017 J jnl
Towards Better Analysis of Machine Learning Models: A Visual Analytics Perspective.
CoRR
Shixia Liu, Xiting Wang, Mengchen Liu, Jun Zhu
2017 J jnl
Towards better analysis of machine learning models: A visual analytics perspective.
Vis. Informatics
Shixia Liu, Xiting Wang, Mengchen Liu, Jun Zhu
2016 — ed.
11th IEEE Conference on Visual Analytics Science and Technology, IEEE VAST 2016, Baltimore, MD, USA, October 23-28, 2016
VAST
Gennady L. Andrienko, Shixia Liu, John T. Stasko
2016 J jnl
Adaptive Multi-Compositionality for Recursive Neural Network Models.
IEEE ACM Trans. Audio Speech Lang. Process.
Li Dong, Furu Wei, Ke Xu, Shixia Liu, Ming Zhou
2016 J jnl
An Uncertainty-Aware Approach for Exploratory Microblog Retrieval.
IEEE Trans. Vis. Comput. Graph.
Mengchen Liu, Shixia Liu, Xizhou Zhu, Qinying Liao, Furu Wei, Shimei Pan
2016 J jnl
Follower-Followee Network, Communication Networks, and Vote Agreement of the U.S. Members of Congress.
Commun. Res.
Tai-Quan Peng, Mengchen Liu, Yingcai Wu, Shixia Liu
2016 J jnl
Guest Editors' Introduction: Special Section on the IEEE Pacific Visualization Symposium 2015.
IEEE Trans. Vis. Comput. Graph.
Shixia Liu, Gerik Scheuermann, Shigeo Takahashi, Tim Dwyer, Yingcai Wu
2016 — conf
How ideas flow across multiple social groups.
VAST
Xiting Wang, Shixia Liu, Yang Chen, Tai-Quan Peng, Jing Su, Jing Yang, Baining Guo
2016 J jnl
MatchOrchestra: a generalized visual analytics for competitive team sports.
J. Vis.
Wentao Wang, Jiawan Zhang, Xiaoru Yuan, Shixia Liu
2016 J jnl
Online Visual Analytics of Text Streams.
IEEE Trans. Vis. Comput. Graph.
Shixia Liu, Jialun Yin, Xiting Wang, Weiwei Cui, Kelei Cao, Jian Pei
2016 A* conf
Scaling up Dynamic Topic Models.
WWW
Arnab Bhadury, Jianfei Chen, Jun Zhu, Shixia Liu
2016 B conf
Spot-tracking lens: A zoomable user interface for animated bubble charts.
PacificVis
Yueqi Hu, Tom Polk, Jing Yang, Ye Zhao, Shixia Liu
2016 J jnl
TopicPanorama: A Full Picture of Relevant Topics.
IEEE Trans. Vis. Comput. Graph.
Xiting Wang, Shixia Liu, Junlin Liu, Jianfei Chen, Jun Zhu, Baining Guo
2016 J jnl
Towards Better Analysis of Deep Convolutional Neural Networks.
CoRR
Mengchen Liu, Jiaxin Shi, Zhen Li, Chongxuan Li, Jun Zhu, Shixia Liu
2016 J jnl
Towards building a high-quality microblog-specific Chinese sentiment lexicon.
Decis. Support Syst.
Fangzhao Wu, Yongfeng Huang, Yangqiu Song, Shixia Liu
2016 A* conf
Tracking Idea Flows between Social Groups.
AAAI
Yangxin Zhong, Shixia Liu, Xiting Wang, Jiannan Xiao, Yangqiu Song
2015 B ed.
2015 IEEE Pacific Visualization Symposium, PacificVis 2015, Hangzhou, China, April 14-17, 2015
PacificVis
Shixia Liu, Gerik Scheuermann, Shigeo Takahashi
2015 J jnl
An Uncertainty-Aware Approach for Exploratory Microblog Retrieval.
CoRR
Mengchen Liu, Shixia Liu, Xizhou Zhu, Qinying Liao, Furu Wei, Shimei Pan
2015 J jnl
Automatic Taxonomy Construction from Keywords via Scalable Bayesian Rose Trees.
IEEE Trans. Knowl. Data Eng.
Yangqiu Song, Shixia Liu, Xueqing Liu, Haixun Wang
2015 B conf
Clutter-aware label layout.
PacificVis
Yu Meng, Hui Zhang, Mengchen Liu, Shixia Liu
2015 J jnl
Evolutionary Bayesian Rose Trees.
IEEE Trans. Knowl. Data Eng.
Shixia Liu, Xiting Wang, Yangqiu Song, Baining Guo
2015 J jnl
Exploring Topical Lead-Lag across Corpora.
IEEE Trans. Knowl. Data Eng.
Shixia Liu, Yang Chen, Hao Wei, Jing Yang, Kun Zhou, Steven Mark Drucker
2015 J jnl
Multivariate Network Exploration and Presentations.
Computer
Shixia Liu, Leila De Floriani
2015 J jnl
Online Visual Analytics of Text Streams.
CoRR
Shixia Liu, Jialun Yin, Xiting Wang, Weiwei Cui, Kelei Cao, Jian Pei
2015 J jnl
Tracking Idea Flows between Social Groups.
CoRR
Yangxin Zhong, Shixia Liu, Xiting Wang, Jiannan Xiao, Yangqiu Song
2014 J jnl
A survey on information visualization: recent advances and challenges.
Vis. Comput.
Shixia Liu, Weiwei Cui, Yingcai Wu, Mengchen Liu
2014 J jnl
EvoRiver: Visual Analysis of Topic Coopetition on Social Media.
IEEE Trans. Vis. Comput. Graph.
Guodao Sun, Yingcai Wu, Shixia Liu, Tai-Quan Peng, Jonathan J. H. Zhu, Ronghua Liang
2014 J jnl
How Hierarchical Topics Evolve in Large Text Corpora.
IEEE Trans. Vis. Comput. Graph.
Weiwei Cui, Shixia Liu, Zhuofeng Wu, Hao Wei
2014 B conf
Let It Flow: A Static Method for Exploring Dynamic Graphs.
PacificVis
Weiwei Cui, Xiting Wang, Shixia Liu, Nathalie Henry Riche, Tara M. Madhyastha, Kwan-Liu Ma, Baining Guo
2014 J jnl
LoyalTracker: Visualizing Loyalty Dynamics in Search Engines.
IEEE Trans. Vis. Comput. Graph.
Conglei Shi, Yingcai Wu, Shixia Liu, Hong Zhou, Huamin Qu
2014 — conf
Online behavioral genome sequencing from usage logs: decoding the search behaviors.
WWW (Companion Volume)
Yang Song, Weiwei Cui, Shixia Liu, Kuansan Wang
2014 J jnl
OpinionFlow: Visual Analysis of Opinion Diffusion on Social Media.
IEEE Trans. Vis. Comput. Graph.
Yingcai Wu, Shixia Liu, Kai Yan, Mengchen Liu, Fangzhao Wu
2014 — conf
TopicPanorama: A full picture of relevant topics.
IEEE VAST
Shixia Liu, Xiting Wang, Jianfei Chen, Jim Zhu, Baining Guo
2013 A* conf
A Hierarchical Aspect-Sentiment Model for Online Reviews.
AAAI
Suin Kim, Jianwen Zhang, Zheng Chen, Alice Oh, Shixia Liu
2013 J jnl
A Survey of Visual Analytics Techniques and Applications: State-of-the-Art Research and Future Challenges.
J. Comput. Sci. Technol.
Guodao Sun, Yingcai Wu, Ronghua Liang, Shixia Liu
2013 J jnl
Constrained Text Coclustering with Supervised and Unsupervised Constraints.
IEEE Trans. Knowl. Data Eng.
Yangqiu Song, Shimei Pan, Shixia Liu, Furu Wei, Michelle X. Zhou, Weihong Qian
2013 A conf
Lead-lag analysis via sparse co-projection in correlated text streams.
CIKM
Fangzhao Wu, Yangqiu Song, Shixia Liu, Yongfeng Huang, Zhenyu Liu
2013 A* conf
Mining evolutionary multi-branch trees from text streams.
KDD
Xiting Wang, Shixia Liu, Yangqiu Song, Baining Guo
2013 A conf
Optimizing temporal topic segmentation for intelligent text visualization.
IUI
Shimei Pan, Michelle X. Zhou, Yangqiu Song, Weihong Qian, Fei Wang, Shixia Liu
2013 J jnl
PIWI: Visually Exploring Graphs Based on Their Community Structure.
IEEE Trans. Vis. Comput. Graph.
Jing Yang, Yujie Liu, Xin Zhang, Xiaoru Yuan, Ye Zhao, Scott Barlowe, Shixia Liu
2013 J jnl
StoryFlow: Tracking the Evolution of Stories.
IEEE Trans. Vis. Comput. Graph.
Shixia Liu, Yingcai Wu, Enxun Wei, Mengchen Liu, Yang Liu
2013 J jnl
ViSizer: A Visualization Resizing Framework.
IEEE Trans. Vis. Comput. Graph.
Yingcai Wu, Xiaotong Liu, Shixia Liu, Kwan-Liu Ma
2013 J jnl
Visual Analysis of Topic Competition on Social Media.
IEEE Trans. Vis. Comput. Graph.
Panpan Xu, Yingcai Wu, Enxun Wei, Tai-Quan Peng, Shixia Liu, Jonathan J. H. Zhu, Huamin Qu
2012 A* conf
Automatic taxonomy construction from keywords.
KDD
Xueqing Liu, Yangqiu Song, Shixia Liu, Haixun Wang
2012 A* conf
Breaking news on twitter.
CHI
Mengdie Hu, Shixia Liu, Furu Wei, Yingcai Wu, John T. Stasko, Kwan-Liu Ma
2012 J jnl
ImageHive: Interactive Content-Aware Image Summarization.
IEEE Computer Graphics and Applications
Li Tan, Yangqiu Song, Shixia Liu, Lexing Xie
2012 J jnl
Introduction to the Special Section on Intelligent Visual Interfaces for Text Analysis.
ACM Trans. Intell. Syst. Technol.
Shixia Liu, Michelle X. Zhou, Giuseppe Carenini, Huamin Qu
2012 J jnl
RankExplorer: Visualization of Ranking Changes in Large Time Series Data.
IEEE Trans. Vis. Comput. Graph.
Conglei Shi, Weiwei Cui, Shixia Liu, Panpan Xu, Wei Chen, Huamin Qu
2012 J jnl
Real-Time Visualization of Streaming Text with a Force-Based Dynamic System.
IEEE Computer Graphics and Applications
Jamal Alsakran, Yang Chen, Dongning Luo, Ye Zhao, Jing Yang, Wenwen Dou, Shixia Liu
2012 J jnl
TIARA: Interactive, Topic-Based Visual Text Summarization and Analysis.
ACM Trans. Intell. Syst. Technol.
Shixia Liu, Michelle X. Zhou, Shimei Pan, Yangqiu Song, Weihong Qian, Weijia Cai, Xiaoxiao Lian
2012 C ed.
The International Symposium on Visual Information Communication and Interaction, VINCI '12, Hangzhou, China - September 27 - 28, 2012
VINCI
Huamin Qu, Wei Chen, Philip T. Cox, Shixia Liu
2012 J jnl
Whisper: Tracing the Spatiotemporal Process of Information Diffusion in Real Time.
IEEE Trans. Vis. Comput. Graph.
Nan Cao, Yu-Ru Lin, Xiaohua Sun, David Lazer, Shixia Liu, Huamin Qu
2011 J jnl
Semantic-Preserving Word Clouds by Seam Carving.
Comput. Graph. Forum
Yingcai Wu, Thomas Provan, Furu Wei, Shixia Liu, Kwan-Liu Ma
2011 J jnl
TextFlow: Towards Better Understanding of Evolving Topics in Text.
IEEE Trans. Vis. Comput. Graph.
Weiwei Cui, Shixia Liu, Li Tan, Conglei Shi, Yangqiu Song, Zekai Gao, Huamin Qu, Xin Tong
2011 A* conf
Tracking and Connecting Topics via Incremental Hierarchical Dirichlet Processes.
ICDM
Zekai Gao, Yangqiu Song, Shixia Liu, Haixun Wang, Hao Wei, Yang Chen, Weiwei Cui
2010 A* conf
Constrained Coclustering for Textual Documents.
AAAI
Yangqiu Song, Shimei Pan, Shixia Liu, Furu Wei, Michelle X. Zhou, Weihong Qian
2010 A conf
ContexTour: Contextual Contour Analysis on Dynamic Multi-relational Clustering.
SDM
Yu-Ru Lin, Jimeng Sun, Nan Cao, Shixia Liu
2010 B conf
Context preserving dynamic word cloud visualization.
PacificVis
Weiwei Cui, Yingcai Wu, Shixia Liu, Furu Wei, Michelle X. Zhou, Huamin Qu
2010 J jnl
Context-Preserving, Dynamic Word Cloud Visualization.
IEEE Computer Graphics and Applications
Weiwei Cui, Yingcai Wu, Shixia Liu, Furu Wei, Michelle X. Zhou, Huamin Qu
2010 A* conf
Evolutionary hierarchical dirichlet processes for multiple correlated time-varying corpora.
KDD
Jianwen Zhang, Yangqiu Song, Changshui Zhang, Shixia Liu
2010 J jnl
FacetAtlas: Multifaceted Visualization for Rich Text Corpora.
IEEE Trans. Vis. Comput. Graph.
Nan Cao, Jimeng Sun, Yu-Ru Lin, David Gotz, Shixia Liu, Huamin Qu
2010 — conf
Midas: integrating public financial data.
SIGMOD Conference
Sreeram Balakrishnan, Vivian Chu, Mauricio A. Hernández, Howard Ho, Rajasekar Krishnamurthy, Shixia Liu, Jan Pieper, Jeffrey S. Pierce, Lucian Popa, Christine Robson, Lei Shi, Ioana Roxana Stanoi, Edison L. Ting, Shivakumar Vaithyanathan, Huahai Yang
2010 J jnl
OpinionSeer: Interactive Visualization of Hotel Customer Feedback.
IEEE Trans. Vis. Comput. Graph.
Yingcai Wu, Furu Wei, Shixia Liu, Norman Au, Weiwei Cui, Hong Zhou, Huamin Qu
2010 A* conf
TIARA: a visual exploratory text analytic system.
KDD
Furu Wei, Shixia Liu, Yangqiu Song, Shimei Pan, Michelle X. Zhou, Weihong Qian, Lei Shi, Li Tan, Qiang Zhang
2010 — conf
Understanding text corpora with multiple facets.
IEEE VAST
Lei Shi, Furu Wei, Shixia Liu, Li Tan, Xiaoxiao Lian, Michelle X. Zhou
2010 A conf
Workshop on intelligent visual interfaces for text analysis.
IUI
Shixia Liu, Michelle X. Zhou, Giuseppe Carenini, Huamin Qu
2010 J jnl
iRANK: A rank-learn-combine framework for unsupervised ensemble ranking.
J. Assoc. Inf. Sci. Technol.
Furu Wei, Wenjie Li, Shixia Liu
2009 — conf
COBRA - A Visualization Solution to Monitor and Analyze Consumer Generated Medias.
HCI (9)
Amit Behal, Julia Grace, Linda Kato, Ying Chen, Shixia Liu, Weijia Cai, Weihong Qian
2009 B conf
HiMap: Adaptive visualization of large-scale online social networks.
PacificVis
Lei Shi, Nan Cao, Shixia Liu, Weihong Qian, Li Tan, Guodong Wang, Jimeng Sun, Ching-Yung Lin
2009 A conf
Interactive, topic-based visual text summarization and analysis.
CIKM
Shixia Liu, Michelle X. Zhou, Shimei Pan, Weihong Qian, Weijia Cai, Xiaoxiao Lian
2009 A conf
MultiVis: Content-Based Social Network Exploration through Multi-way Visual Analysis.
SDM
Jimeng Sun, Spiros Papadimitriou, Ching-Yung Lin, Nan Cao, Shixia Liu, Weihong Qian
2009 A* conf
SmallBlue: Social Network Analysis for Expertise Search and Collective Intelligence.
ICDE
Ching-Yung Lin, Nan Cao, Shixia Liu, Spiros Papadimitriou, Jimeng Sun, Xifeng Yan
2009 A conf
Topic and keyword re-ranking for LDA-based topic modeling.
CIKM
Yangqiu Song, Shimei Pan, Shixia Liu, Michelle X. Zhou, Weihong Qian
2008 B conf
FanLens: A Visual Toolkit for Dynamically Exploring the Distribution of Hierarchical Attributes.
PacificVis
Xinghua Lou, Shixia Liu, Tianshu Wang
2008 B conf
Interactive Visual Analysis of the NSF Funding Information.
PacificVis
Shixia Liu, Nan Cao, Hao Lv
2007 J jnl
An integrated system for building enterprise taxonomies.
Inf. Retr.
Li Zhang, Tao Li, Shixia Liu, Yue Pan
2007 — conf
Online Detecting and Tracking of the Evolution of User Communities.
ICNC (2)
Ya Huang, Shixia Liu, Yi Wang
2006 A conf
The visual funding navigator: analysis of the NSF funding information.
CIKM
Shixia Liu, Nan Cao, Hao Lv, Hui Su
2005 C conf
An LOD Model for Graph Visualization and Its Application in Web Navigation.
APWeb
Shixia Liu, Yue Pan, Liping Yang, Wenyin Liu
2004 A conf
InfoAnalyzer: a computer-aided tool for building enterprise taxonomies.
CIKM
Li Zhang, Shixia Liu, Yue Pan, Liping Yang
2003 — conf
Tme: An XML-Based Information Extraction System.
ICEIS (2)
Shixia Liu, Liping Yang