Shixia Liu

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 98

Top Venues

IEEE Trans. Vis. Comput. Graph.

CoRR

PacificVis

IEEE Trans. Knowl. Data Eng.

Publications

Weikai Yang, Yukai Guo, Jing Wu, Zheng Wang, Lan-Zhe Guo, Yu-Feng Li, Shixia Liu
Interactive Reweighting for Mitigating Label Quality Issues. IEEE Trans. Vis. Comput. Graph. 30 (3) (2024)
Jiashu Chen, Weikai Yang, Zelin Jia, Lanxi Xiao, Shixia Liu
Dynamic Color Assignment for Hierarchical Data. CoRR (2024)
Niklas Elmqvist, Shixia Liu, Valerio Pascucci
Editorial Guest Editors' Introduction. IEEE Trans. Vis. Comput. Graph. 30 (6) (2024)
Changjian Chen, Yukai Guo, Fengyuan Tian, Shilong Liu, Weikai Yang, Zhaowei Wang, Jing Wu, Hang Su, Hanspeter Pfister, Shixia Liu
A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Yuxing Zhou, Weikai Yang, Jiashu Chen, Changjian Chen, Zhiyang Shen, Xiaonan Luo, Lingyun Yu, Shixia Liu
Cluster-Aware Grid Layout. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Changjian Chen, Jiashu Chen, Weikai Yang, Haoze Wang, Johannes Knittel, Xibin Zhao, Steffen Koch, Thomas Ertl, Shixia Liu
Enhancing Single-Frame Supervision for Better Temporal Action Localization. IEEE Trans. Vis. Comput. Graph. 30 (6) (2024)
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
Visualizing, Exploring and Analyzing Big Data: A 6-Year Story. SIGMOD Rec. 53 (2) (2024)
Weikai Yang, Mengchen Liu, Zheng Wang, Shixia Liu
Foundation models meet visualizations: Challenges and opportunities. Comput. Vis. Media 10 (3) (2024)
Yuxing Zhou, Weikai Yang, Jiashu Chen, Changjian Chen, Zhiyang Shen, Xiaonan Luo, Lingyun Yu, Shixia Liu
Cluster-Aware Grid Layout. CoRR (2023)
Shixia Liu
Enhancing Training Data Quality With Visual Analytics. Computer 56 (11) (2023)
Aoyu Wu, Dazhen Deng, Furui Cheng, Yingcai Wu, Shixia Liu, Huamin Qu
In Defence of Visual Analytics Systems: Replies to Critics. IEEE Trans. Vis. Comput. Graph. 29 (1) (2023)
Shouxing Xiang, Fangxin Ouyang, Shixia Liu
Concept-Based Visual Analysis of Dynamic Textual Data. CoRR (2023)
Changjian Chen, Jiashu Chen, Weikai Yang, Haoze Wang, Johannes Knittel, Xibin Zhao, Steffen Koch, Thomas Ertl, Shixia Liu
Enhancing Single-Frame Supervision for Better Temporal Action Localization. CoRR (2023)
Junpeng Wang, Shixia Liu, Wei Zhang
Visual Analytics For Machine Learning: A Data Perspective Survey. CoRR (2023)
Weikai Yang, Yukai Guo, Jing Wu, Zheng Wang, Lan-Zhe Guo, Yu-Feng Li, Shixia Liu
Interactive Reweighting for Mitigating Label Quality Issues. CoRR (2023)
Changjian Chen, Yukai Guo, Fengyuan Tian, Shilong Liu, Weikai Yang, Zhaowei Wang, Jing Wu, Hang Su, Hanspeter Pfister, Shixia Liu
A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision. CoRR (2023)
Aoyu Wu, Dazhen Deng, Min Chen, Shixia Liu, Daniel A. Keim, Ross Maciejewski, Silvia Miksch, Hendrik Strobelt, Fernanda B. Viégas, Martin Wattenberg
Grand Challenges in Visual Analytics Applications. IEEE Computer Graphics and Applications 43 (5) (2023)
Tinghao Feng, Yueqi Hu, Jing Yang, Tom Polk, Ye Zhao, Shixia Liu, Zhaocong Yang
TimePool: Visually Answer "Which and When" Questions On Univariate Time Series. IEEE VIS (Short Papers) (2023)
Weikai Yang, Mengchen Liu, Zheng Wang, Shixia Liu
Foundation Models Meet Visualizations: Challenges and Opportunities. CoRR (2023)
Tinghao Feng, Yueqi Hu, Jing Yang, Tom Polk, Ye Zhao, Shixia Liu, Zhaocong Yang
TimePool: Visually Answer "Which and When" Questions On Univariate Time Series. CoRR (2023)
Jun Yuan, Mengchen Liu, Fengyuan Tian, Shixia Liu
Visual Analysis of Neural Architecture Spaces for Summarizing Design Principles. IEEE Trans. Vis. Comput. Graph. 29 (1) (2023)
Changjian Chen, Jing Wu, Xiaohan Wang, Shouxing Xiang, Song-Hai Zhang, Qifeng Tang, Shixia Liu
Towards Better Caption Supervision for Object Detection. IEEE Trans. Vis. Comput. Graph. 28 (4) (2022)
Johannes Knittel, Steffen Koch, Tan Tang, Wei Chen, Yingcai Wu, Shixia Liu, Thomas Ertl
Real-Time Visual Analysis of High-Volume Social Media Posts. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Aoyu Wu, Dazhen Deng, Furui Cheng, Yingcai Wu, Shixia Liu, Huamin Qu
In Defence of Visual Analytics Systems: Replies to Critics. CoRR (2022)
Zhen Li, Xiting Wang, Weikai Yang, Jing Wu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Hui Zhang, Shixia Liu
A Unified Understanding of Deep NLP Models for Text Classification. CoRR (2022)
Weikai Yang, Xi Ye, Xingxing Zhang, Lanxi Xiao, Jiazhi Xia, Zhongyuan Wang, Jun Zhu, Hanspeter Pfister, Shixia Liu
Diagnosing Ensemble Few-Shot Classifiers. CoRR (2022)
Jiazhi Xia, Yuchen Zhang, Jie Song, Yang Chen, Yunhai Wang, Shixia Liu
Revisiting Dimensionality Reduction Techniques for Visual Cluster Analysis: An Empirical Study. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Jun Yuan, Mengchen Liu, Fengyuan Tian, Shixia Liu
Visual Analysis of Neural Architecture Spaces for Summarizing Design Principles. CoRR (2022)
Weikai Yang, Xi Ye, Xingxing Zhang, Lanxi Xiao, Jiazhi Xia, Zhongyuan Wang, Jun Zhu, Hanspeter Pfister, Shixia Liu
Diagnosing Ensemble Few-Shot Classifiers. IEEE Trans. Vis. Comput. Graph. 28 (9) (2022)
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
Preface. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Zhen Li, Xiting Wang, Weikai Yang, Jing Wu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Hui Zhang, Shixia Liu
A Unified Understanding of Deep NLP Models for Text Classification. IEEE Trans. Vis. Comput. Graph. 28 (12) (2022)
Jiazhi Xia, Yuchen Zhang, Jie Song, Yang Chen, Yunhai Wang, Shixia Liu
Revisiting Dimensionality Reduction Techniques for Visual Cluster Analysis: An Empirical Study. CoRR (2021)
Jun Yuan, Changjian Chen, Weikai Yang, Mengchen Liu, Jiazhi Xia, Shixia Liu
A survey of visual analytics techniques for machine learning. Comput. Vis. Media 7 (1) (2021)
Jun Yuan, Shouxing Xiang, Jiazhi Xia, Lingyun Yu, Shixia Liu
Evaluation of Sampling Methods for Scatterplots. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Changjian Chen, Zhaowei Wang, Jing Wu, Xiting Wang, Lan-Zhe Guo, Yu-Feng Li, Shixia Liu
Interactive Graph Construction for Graph-Based Semi-Supervised Learning. IEEE Trans. Vis. Comput. Graph. 27 (9) (2021)
Ying Zhao, Haojin Jiang, Qi'an Chen, Yaqi Qin, Huixuan Xie, Yitao Wu, Shixia Liu, Zhiguang Zhou, Jiazhi Xia, Fangfang Zhou
Preserving Minority Structures in Graph Sampling. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Kelei Cao, Mengchen Liu, Hang Su, Jing Wu, Jun Zhu, Shixia Liu
Analyzing the Noise Robustness of Deep Neural Networks. IEEE Trans. Vis. Comput. Graph. 27 (7) (2021)
Changjian Chen, Jun Yuan, Yafeng Lu, Yang Liu, Hang Su, Songtao Yuan, Shixia Liu
OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples. IEEE Trans. Vis. Comput. Graph. 27 (7) (2021)
Qianwen Wang, Zhenhua Xu, Zhutian Chen, Yong Wang, Shixia Liu, Huamin Qu
Visual Analysis of Discrimination in Machine Learning. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Weikai Yang, Xiting Wang, Jie Lu, Wenwen Dou, Shixia Liu
Interactive Steering of Hierarchical Clustering. IEEE Trans. Vis. Comput. Graph. 27 (10) (2021)
Cagatay Turkay, Tatiana von Landesberger, Daniel Archambault, Shixia Liu, Remco Chang
Special Issue on Interactive Visual Analytics for Making Explainable and Accountable Decisions. ACM Trans. Interact. Intell. Syst. 11 (3-4) (2021)
Johannes Knittel, Steffen Koch, Tan Tang, Wei Chen, Yingcai Wu, Shixia Liu, Thomas Ertl
Real-Time Visual Analysis of High-Volume Social Media Posts. CoRR (2021)
Ying Zhao, Haojin Jiang, Qi'an Chen, Yaqi Qin, Huixuan Xie, Yitao Wu, Shixia Liu, Zhiguang Zhou, Jiazhi Xia, Fangfang Zhou
Preserving Minority Structures in Graph Sampling. CoRR (2020)
Weikai Yang, Zhen Li, Mengchen Liu, Yafeng Lu, Kelei Cao, Ross Maciejewski, Shixia Liu
Diagnosing Concept Drift with Visual Analytics. CoRR (2020)
Weikai Yang, Zhen Li, Mengchen Liu, Yafeng Lu, Kelei Cao, Ross Maciejewski, Shixia Liu
Diagnosing Concept Drift with Visual Analytics. IEEE VAST@IEEE VIS (2020)
Qianwen Wang, Zhenhua Xu, Zhutian Chen, Yong Wang, Shixia Liu, Huamin Qu
Visual Analysis of Discrimination in Machine Learning. CoRR (2020)
Jun Yuan, Changjian Chen, Weikai Yang, Mengchen Liu, Jiazhi Xia, Shixia Liu
A Survey of Visual Analytics Techniques for Machine Learning. CoRR (2020)
Shichao Jia, Peiwen Lin, Zeyu Li, Jiawan Zhang, Shixia Liu
Visualizing surrogate decision trees of convolutional neural networks. J. Vis. 23 (1) (2020)
Weikai Yang, Xiting Wang, Jie Lu, Wenwen Dou, Shixia Liu
Interactive Steering of Hierarchical Clustering. CoRR (2020)
Changjian Chen, Jun Yuan, Yafeng Lu, Yang Liu, Hang Su, Songtao Yuan, Shixia Liu
OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples. CoRR (2020)
Qianwen Wang, Jun Yuan, Shuxin Chen, Hang Su, Huamin Qu, Shixia Liu
Visual Genealogy of Deep Neural Networks. IEEE Trans. Vis. Comput. Graph. 26 (11) (2020)
Jun Yuan, Shouxing Xiang, Jiazhi Xia, Lingyun Yu, Shixia Liu
Evaluation of Sampling Methods for Scatterplots. CoRR (2020)
Kelei Cao, Mengchen Liu, Hang Su, Jing Wu, Jun Zhu, Shixia Liu
Analyzing the Noise Robustness of Deep Neural Networks. CoRR (2020)
Shixia Liu, Xiting Wang, Christopher Collins, Wenwen Dou, Fang-Xin Ou-Yang, Mennatallah El-Assady, Liu Jiang, Daniel A. Keim
Bridging Text Visualization and Mining: A Task-Driven Survey. IEEE Trans. Vis. Comput. Graph. 25 (7) (2019)
Shixia Liu, Changjian Chen, Yafeng Lu, Fang-Xin Ou-Yang, Bin Wang
An Interactive Method to Improve Crowdsourced Annotations. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Alex Endert, Jean-Daniel Fekete, Bongshin Lee, Shixia Liu
Interactive Visualization for Interpretable Machine Learning ~ Beyond Visualization and Steering of the Parametric Space (NII Shonan Meeting 161). NII Shonan Meet. Rep. 2019 (2019)
Adam Perer, Shixia Liu
Visualization in Data Science. IEEE Computer Graphics and Applications 39 (5) (2019)
Liu Jiang, Shixia Liu, Changjian Chen
Recent research advances on interactive machine learning. J. Vis. 22 (2) (2019)
Shouxing Xiang, Xi Ye, Jiazhi Xia, Jing Wu, Yang Chen, Shixia Liu
Interactive Correction of Mislabeled Training Data. VAST (2019)
Shixia Liu, Jiannan Xiao, Junlin Liu, Xiting Wang, Jing Wu, Jun Zhu
Visual Diagnosis of Tree Boosting Methods. IEEE Trans. Vis. Comput. Graph. 24 (1) (2018)
Shixia Liu, Gennady L. Andrienko, Yingcai Wu, Nan Cao, Liu Jiang, Conglei Shi, Yu-Shuen Wang, Seokhee Hong
Steering data quality with visual analytics: The complexity challenge. Vis. Informatics 2 (4) (2018)
Tim Dwyer, Niklas Elmqvist, Brian D. Fisher, Steven Franconeri, Ingrid Hotz, Robert Michael Kirby, Shixia Liu, Tobias Schreck, Xiaoru Yuan
Preface. IEEE Trans. Vis. Comput. Graph. 24 (1) (2018)
Jaegul Choo, Shixia Liu
Visual Analytics for Explainable Deep Learning. CoRR (2018)
Mengchen Liu, Shixia Liu, Hang Su, Kelei Cao, Jun Zhu
Analyzing the Noise Robustness of Deep Neural Networks. VAST (2018)
Jianfei Chen, Jun Zhu, Jie Lu, Shixia Liu
Scalable Training of Hierarchical Topic Models. Proc. VLDB Endow. 11 (7) (2018)
Liu Jiang, Shixia Liu, Changjian Chen
Recent Research Advances on Interactive Machine Learning. CoRR (2018)
Yuan Liang, Xiting Wang, Song-Hai Zhang, Shi-Min Hu, Shixia Liu
PhotoRecomposer: Interactive Photo Recomposition by Cropping. IEEE Trans. Vis. Comput. Graph. 24 (10) (2018)
Jaegul Choo, Shixia Liu
Visual Analytics for Explainable Deep Learning. IEEE Computer Graphics and Applications 38 (4) (2018)
Mengchen Liu, Jiaxin Shi, Kelei Cao, Jun Zhu, Shixia Liu
Analyzing the Training Processes of Deep Generative Models. IEEE Trans. Vis. Comput. Graph. 24 (1) (2018)
Yingcai Wu, Zhutian Chen, Guodao Sun, Xiao Xie, Nan Cao, Shixia Liu, Weiwei Cui
StreamExplorer: A Multi-Stage System for Visually Exploring Events in Social Streams. IEEE Trans. Vis. Comput. Graph. 24 (10) (2018)
Mengchen Liu, Shixia Liu, Hang Su, Kelei Cao, Jun Zhu
Analyzing the Noise Robustness of Deep Neural Networks. CoRR (2018)
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
Preface. IEEE Trans. Vis. Comput. Graph. 23 (1) (2017)
Jianfei Chen, Jun Zhu, Jie Lu, Shixia Liu
Scalable Inference for Nested Chinese Restaurant Process Topic Models. CoRR (2017)
Shixia Liu, Xiting Wang, Mengchen Liu, Jun Zhu
Towards Better Analysis of Machine Learning Models: A Visual Analytics Perspective. CoRR (2017)
Mengchen Liu, Liu Jiang, Junlin Liu, Xiting Wang, Jun Zhu, Shixia Liu
Improving Learning-from-Crowds through Expert Validation. IJCAI (2017)
Shixia Liu, Xiting Wang, Mengchen Liu, Jun Zhu
Towards better analysis of machine learning models: A visual analytics perspective. Vis. Informatics 1 (1) (2017)
Mengchen Liu, Jiaxin Shi, Zhen Li, Chongxuan Li, Jun Zhu, Shixia Liu
Towards Better Analysis of Deep Convolutional Neural Networks. IEEE Trans. Vis. Comput. Graph. 23 (1) (2017)
Xiting Wang, Shixia Liu, Junlin Liu, Jianfei Chen, Jun Zhu, Baining Guo
TopicPanorama: A Full Picture of Relevant Topics. IEEE Trans. Vis. Comput. Graph. 22 (12) (2016)
Shixia Liu, Gerik Scheuermann, Shigeo Takahashi, Tim Dwyer, Yingcai Wu
Guest Editors' Introduction: Special Section on the IEEE Pacific Visualization Symposium 2015. IEEE Trans. Vis. Comput. Graph. 22 (7) (2016)
Li Dong, Furu Wei, Ke Xu, Shixia Liu, Ming Zhou
Adaptive Multi-Compositionality for Recursive Neural Network Models. IEEE ACM Trans. Audio Speech Lang. Process. 24 (3) (2016)
Shixia Liu, Jialun Yin, Xiting Wang, Weiwei Cui, Kelei Cao, Jian Pei
Online Visual Analytics of Text Streams. IEEE Trans. Vis. Comput. Graph. 22 (11) (2016)
Mengchen Liu, Jiaxin Shi, Zhen Li, Chongxuan Li, Jun Zhu, Shixia Liu
Towards Better Analysis of Deep Convolutional Neural Networks. CoRR (2016)
Mengchen Liu, Shixia Liu, Xizhou Zhu, Qinying Liao, Furu Wei, Shimei Pan
An Uncertainty-Aware Approach for Exploratory Microblog Retrieval. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Arnab Bhadury, Jianfei Chen, Jun Zhu, Shixia Liu
Scaling up Dynamic Topic Models. WWW (2016)
Yueqi Hu, Tom Polk, Jing Yang, Ye Zhao, Shixia Liu
Spot-tracking lens: A zoomable user interface for animated bubble charts. PacificVis (2016)
Yangxin Zhong, Shixia Liu, Xiting Wang, Jiannan Xiao, Yangqiu Song
Tracking Idea Flows between Social Groups. AAAI (2016)
Xiting Wang, Shixia Liu, Yang Chen, Tai-Quan Peng, Jing Su, Jing Yang, Baining Guo
How ideas flow across multiple social groups. VAST (2016)
Tai-Quan Peng, Mengchen Liu, Yingcai Wu, Shixia Liu
Follower-Followee Network, Communication Networks, and Vote Agreement of the U.S. Members of Congress. Commun. Res. 43 (7) (2016)
Wentao Wang, Jiawan Zhang, Xiaoru Yuan, Shixia Liu
MatchOrchestra: a generalized visual analytics for competitive team sports. J. Vis. 19 (3) (2016)
Fangzhao Wu, Yongfeng Huang, Yangqiu Song, Shixia Liu
Towards building a high-quality microblog-specific Chinese sentiment lexicon. Decis. Support Syst. 87 (2016)
Yu Meng, Hui Zhang, Mengchen Liu, Shixia Liu
Clutter-aware label layout. PacificVis (2015)
Yangxin Zhong, Shixia Liu, Xiting Wang, Jiannan Xiao, Yangqiu Song
Tracking Idea Flows between Social Groups. CoRR (2015)
Shixia Liu, Jialun Yin, Xiting Wang, Weiwei Cui, Kelei Cao, Jian Pei
Online Visual Analytics of Text Streams. CoRR (2015)
Yangqiu Song, Shixia Liu, Xueqing Liu, Haixun Wang
Automatic Taxonomy Construction from Keywords via Scalable Bayesian Rose Trees. IEEE Trans. Knowl. Data Eng. 27 (7) (2015)
Shixia Liu, Xiting Wang, Yangqiu Song, Baining Guo
Evolutionary Bayesian Rose Trees. IEEE Trans. Knowl. Data Eng. 27 (6) (2015)
Shixia Liu, Leila De Floriani
Multivariate Network Exploration and Presentations. Computer 48 (8) (2015)
Mengchen Liu, Shixia Liu, Xizhou Zhu, Qinying Liao, Furu Wei, Shimei Pan
An Uncertainty-Aware Approach for Exploratory Microblog Retrieval. CoRR (2015)
Shixia Liu, Yang Chen, Hao Wei, Jing Yang, Kun Zhou, Steven Mark Drucker
Exploring Topical Lead-Lag across Corpora. IEEE Trans. Knowl. Data Eng. 27 (1) (2015)
Yang Song, Weiwei Cui, Shixia Liu, Kuansan Wang
Online behavioral genome sequencing from usage logs: decoding the search behaviors. WWW (Companion Volume) (2014)
Shixia Liu, Xiting Wang, Jianfei Chen, Jim Zhu, Baining Guo
TopicPanorama: A full picture of relevant topics. IEEE VAST (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shixia Liu