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2020 – today
- 2023
[j71]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): 83-90 (2023)- [j70]Shixia Liu:
Enhancing Training Data Quality With Visual Analytics. Computer 56(11): 4-6 (2023) - [j69]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): 288-298 (2023) - [j68]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): 1026-1036 (2023) - [i30]Shouxing Xiang, Fangxin Ouyang, Shixia Liu:
Concept-Based Visual Analysis of Dynamic Textual Data. CoRR abs/2306.10462 (2023) - [i29]Junpeng Wang, Shixia Liu, Wei Zhang:
Visual Analytics For Machine Learning: A Data Perspective Survey. CoRR abs/2307.07712 (2023) - [i28]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 abs/2308.00682 (2023) - [i27]Yuxing Zhou, Weikai Yang, Jiashu Chen, Changjian Chen, Zhiyang Shen, Xiaonan Luo, Lingyun Yu, Shixia Liu:
Cluster-Aware Grid Layout. CoRR abs/2308.03651 (2023) - [i26]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 abs/2308.05168 (2023) - [i25]Weikai Yang, Mengchen Liu, Zheng Wang, Shixia Liu:
Foundation Models Meet Visualizations: Challenges and Opportunities. CoRR abs/2310.05771 (2023) - 2022
- [j67]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): 529-539 (2022) - [j66]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): 879-889 (2022) - [j65]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): xiv-xxiii (2022) - [j64]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): 1941-1954 (2022) - [j63]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): 3292-3306 (2022) - [j62]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): 4980-4994 (2022) - [i24]Aoyu Wu, Dazhen Deng, Furui Cheng, Yingcai Wu, Shixia Liu, Huamin Qu:
In Defence of Visual Analytics Systems: Replies to Critics. CoRR abs/2201.09772 (2022) - [i23]Weikai Yang, Xi Ye, Xingxing Zhang, Lanxi Xiao, Jiazhi Xia, Zhongyuan Wang, Jun Zhu, Hanspeter Pfister, Shixia Liu:
Diagnosing Ensemble Few-Shot Classifiers. CoRR abs/2206.04372 (2022) - [i22]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 abs/2206.09355 (2022) - [i21]Jun Yuan, Mengchen Liu, Fengyuan Tian, Shixia Liu:
Visual Analysis of Neural Architecture Spaces for Summarizing Design Principles. CoRR abs/2208.09665 (2022) - 2021
- [j61]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): 3-36 (2021) - [j60]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): 17:1-17:4 (2021) - [j59]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): 1470-1480 (2021) - [j58]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): 1698-1708 (2021) - [j57]Jun Yuan, Shouxing Xiang, Jiazhi Xia, Lingyun Yu, Shixia Liu:
Evaluation of Sampling Methods for Scatterplots. IEEE Trans. Vis. Comput. Graph. 27(2): 1720-1730 (2021) - [j56]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): 3289-3304 (2021) - [j55]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): 3335-3349 (2021) - [j54]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): 3701-3716 (2021) - [j53]Weikai Yang, Xiting Wang, Jie Lu, Wenwen Dou, Shixia Liu:
Interactive Steering of Hierarchical Clustering. IEEE Trans. Vis. Comput. Graph. 27(10): 3953-3967 (2021) - [i20]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 abs/2108.03052 (2021) - [i19]Jiazhi Xia, Yuchen Zhang, Jie Song, Yang Chen, Yunhai Wang, Shixia Liu:
Revisiting Dimensionality Reduction Techniques for Visual Cluster Analysis: An Empirical Study. CoRR abs/2110.02894 (2021) - 2020
- [j52]Shichao Jia, Peiwen Lin, Zeyu Li, Jiawan Zhang, Shixia Liu:
Visualizing surrogate decision trees of convolutional neural networks. J. Vis. 23(1): 141-156 (2020) - [j51]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): 3340-3352 (2020) - [c40]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: 12-23 - [i18]Kelei Cao, Mengchen Liu, Hang Su, Jing Wu, Jun Zhu, Shixia Liu:
Analyzing the Noise Robustness of Deep Neural Networks. CoRR abs/2001.09395 (2020) - [i17]Changjian Chen, Jun Yuan, Yafeng Lu, Yang Liu, Hang Su, Songtao Yuan, Shixia Liu:
OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples. CoRR abs/2002.03103 (2020) - [i16]Weikai Yang, Zhen Li, Mengchen Liu, Yafeng Lu, Kelei Cao, Ross Maciejewski, Shixia Liu:
Diagnosing Concept Drift with Visual Analytics. CoRR abs/2007.14372 (2020) - [i15]Jun Yuan, Shouxing Xiang, Jiazhi Xia, Lingyun Yu, Shixia Liu:
Evaluation of Sampling Methods for Scatterplots. CoRR abs/2007.14666 (2020) - [i14]Qianwen Wang, Zhenhua Xu, Zhutian Chen, Yong Wang, Shixia Liu, Huamin Qu:
Visual Analysis of Discrimination in Machine Learning. CoRR abs/2007.15182 (2020) - [i13]Jun Yuan, Changjian Chen, Weikai Yang, Mengchen Liu, Jiazhi Xia, Shixia Liu:
A Survey of Visual Analytics Techniques for Machine Learning. CoRR abs/2008.09632 (2020) - [i12]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 abs/2009.02498 (2020) - [i11]Weikai Yang, Xiting Wang, Jie Lu, Wenwen Dou, Shixia Liu:
Interactive Steering of Hierarchical Clustering. CoRR abs/2009.09618 (2020)
2010 – 2019
- 2019
- [j50]Adam Perer, Shixia Liu:
Visualization in Data Science. IEEE Computer Graphics and Applications 39(5): 18-19 (2019) - [j49]Liu Jiang, Shixia Liu, Changjian Chen:
Recent research advances on interactive machine learning. J. Vis. 22(2): 401-417 (2019) - [j48]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): 235-245 (2019) - [j47]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): 2482-2504 (2019) - [c39]Shouxing Xiang, Xi Ye, Jiazhi Xia, Jing Wu, Yang Chen, Shixia Liu:
Interactive Correction of Mislabeled Training Data. VAST 2019: 57-68 - [i10]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) - 2018
- [j46]Jaegul Choo, Shixia Liu:
Visual Analytics for Explainable Deep Learning. IEEE Computer Graphics and Applications 38(4): 84-92 (2018) - [j45]Jianfei Chen, Jun Zhu, Jie Lu, Shixia Liu:
Scalable Training of Hierarchical Topic Models. Proc. VLDB Endow. 11(7): 826-839 (2018) - [j44]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): 77-87 (2018) - [j43]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): 163-173 (2018) - [j42]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): xi-xv (2018) - [j41]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): 2728-2742 (2018) - [j40]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): 2758-2772 (2018) - [j39]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): 191-197 (2018) - [c38]Mengchen Liu, Shixia Liu, Hang Su, Kelei Cao, Jun Zhu:
Analyzing the Noise Robustness of Deep Neural Networks. VAST 2018: 60-71 - [i9]Jaegul Choo, Shixia Liu:
Visual Analytics for Explainable Deep Learning. CoRR abs/1804.02527 (2018) - [i8]Mengchen Liu, Shixia Liu, Hang Su, Kelei Cao, Jun Zhu:
Analyzing the Noise Robustness of Deep Neural Networks. CoRR abs/1810.03913 (2018) - [i7]Liu Jiang, Shixia Liu, Changjian Chen:
Recent Research Advances on Interactive Machine Learning. CoRR abs/1811.04548 (2018) - 2017
- [j38]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): 91-100 (2017) - [j37]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): xi-xv (2017) - [j36]Shixia Liu, Xiting Wang, Mengchen Liu, Jun Zhu:
Towards better analysis of machine learning models: A visual analytics perspective. Vis. Informatics 1(1): 48-56 (2017) - [c37]Mengchen Liu, Liu Jiang, Junlin Liu, Xiting Wang, Jun Zhu, Shixia Liu:
Improving Learning-from-Crowds through Expert Validation. IJCAI 2017: 2329-2336 - [e4]Brian D. Fisher, Shixia Liu, Tobias Schreck:
12th IEEE Conference on Visual Analytics Science and Technology, IEEE VAST 2017, Phoenix, AZ, USA, October 3-6, 2017. IEEE Computer Society 2017, ISBN 978-1-5386-3163-8 [contents] - [i6]Shixia Liu, Xiting Wang, Mengchen Liu, Jun Zhu:
Towards Better Analysis of Machine Learning Models: A Visual Analytics Perspective. CoRR abs/1702.01226 (2017) - [i5]Jianfei Chen, Jun Zhu, Jie Lu, Shixia Liu:
Scalable Inference for Nested Chinese Restaurant Process Topic Models. CoRR abs/1702.07083 (2017) - 2016
- [j35]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): 996-1024 (2016) - [j34]Fangzhao Wu, Yongfeng Huang, Yangqiu Song, Shixia Liu:
Towards building a high-quality microblog-specific Chinese sentiment lexicon. Decis. Support Syst. 87: 39-49 (2016) - [j33]Wentao Wang, Jiawan Zhang, Xiaoru Yuan, Shixia Liu:
MatchOrchestra: a generalized visual analytics for competitive team sports. J. Vis. 19(3): 515-528 (2016) - [j32]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): 422-431 (2016) - [j31]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): 250-259 (2016) - [j30]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): 1786-1787 (2016) - [j29]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): 2451-2466 (2016) - [j28]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): 2508-2521 (2016) - [c36]Yangxin Zhong, Shixia Liu, Xiting Wang, Jiannan Xiao, Yangqiu Song:
Tracking Idea Flows between Social Groups. AAAI 2016: 1436-1443 - [c35]Yueqi Hu, Tom Polk, Jing Yang, Ye Zhao, Shixia Liu:
Spot-tracking lens: A zoomable user interface for animated bubble charts. PacificVis 2016: 16-23 - [c34]Xiting Wang, Shixia Liu, Yang Chen, Tai-Quan Peng, Jing Su, Jing Yang, Baining Guo:
How ideas flow across multiple social groups. VAST 2016: 51-60 - [c33]Arnab Bhadury, Jianfei Chen, Jun Zhu, Shixia Liu:
Scaling up Dynamic Topic Models. WWW 2016: 381-390 - [e3]Gennady L. Andrienko, Shixia Liu, John T. Stasko:
11th IEEE Conference on Visual Analytics Science and Technology, IEEE VAST 2016, Baltimore, MD, USA, October 23-28, 2016. IEEE Computer Society 2016, ISBN 978-1-5090-5661-3 [contents] - [i4]Mengchen Liu, Jiaxin Shi, Zhen Li, Chongxuan Li, Jun Zhu, Shixia Liu:
Towards Better Analysis of Deep Convolutional Neural Networks. CoRR abs/1604.07043 (2016) - 2015
- [j27]Shixia Liu, Leila De Floriani:
Multivariate Network Exploration and Presentations. Computer 48(8): 6 (2015) - [j26]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): 115-129 (2015) - [j25]Shixia Liu, Xiting Wang, Yangqiu Song, Baining Guo:
Evolutionary Bayesian Rose Trees. IEEE Trans. Knowl. Data Eng. 27(6): 1533-1546 (2015) - [j24]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): 1861-1874 (2015) - [c32]Yu Meng, Hui Zhang, Mengchen Liu, Shixia Liu:
Clutter-aware label layout. PacificVis 2015: 207-214 - [e2]Shixia Liu, Gerik Scheuermann, Shigeo Takahashi:
2015 IEEE Pacific Visualization Symposium, PacificVis 2015, Hangzhou, China, April 14-17, 2015. IEEE Computer Society 2015, ISBN 978-1-4673-6879-7 [contents] - [i3]Yangxin Zhong, Shixia Liu, Xiting Wang, Jiannan Xiao, Yangqiu Song:
Tracking Idea Flows between Social Groups. CoRR abs/1512.04036 (2015) - [i2]Mengchen Liu, Shixia Liu, Xizhou Zhu, Qinying Liao, Furu Wei, Shimei Pan:
An Uncertainty-Aware Approach for Exploratory Microblog Retrieval. CoRR abs/1512.04038 (2015) - [i1]Shixia Liu, Jialun Yin, Xiting Wang, Weiwei Cui, Kelei Cao, Jian Pei:
Online Visual Analytics of Text Streams. CoRR abs/1512.04042 (2015) - 2014
- [j23]Conglei Shi, Yingcai Wu, Shixia Liu, Hong Zhou, Huamin Qu:
LoyalTracker: Visualizing Loyalty Dynamics in Search Engines. IEEE Trans. Vis. Comput. Graph. 20(12): 1733-1742 (2014) - [j22]Guodao Sun, Yingcai Wu, Shixia Liu, Tai-Quan Peng, Jonathan J. H. Zhu, Ronghua Liang:
EvoRiver: Visual Analysis of Topic Coopetition on Social Media. IEEE Trans. Vis. Comput. Graph. 20(12): 1753-1762 (2014) - [j21]Yingcai Wu, Shixia Liu, Kai Yan, Mengchen Liu, Fangzhao Wu:
OpinionFlow: Visual Analysis of Opinion Diffusion on Social Media. IEEE Trans. Vis. Comput. Graph. 20(12): 1763-1772 (2014) - [j20]Weiwei Cui, Shixia Liu, Zhuofeng Wu, Hao Wei:
How Hierarchical Topics Evolve in Large Text Corpora. IEEE Trans. Vis. Comput. Graph. 20(12): 2281-2290 (2014) - [j19]Shixia Liu, Weiwei Cui, Yingcai Wu, Mengchen Liu:
A survey on information visualization: recent advances and challenges. Vis. Comput. 30(12): 1373-1393 (2014) - [c31]Weiwei Cui, Xiting Wang, Shixia Liu, Nathalie Henry Riche, Tara M. Madhyastha, Kwan-Liu Ma, Baining Guo:
Let It Flow: A Static Method for Exploring Dynamic Graphs. PacificVis 2014: 121-128 - [c30]Shixia Liu, Xiting Wang, Jianfei Chen, Jim Zhu, Baining Guo:
TopicPanorama: A full picture of relevant topics. IEEE VAST 2014: 183-192 - [c29]Yang Song, Weiwei Cui, Shixia Liu, Kuansan Wang:
Online behavioral genome sequencing from usage logs: decoding the search behaviors. WWW (Companion Volume) 2014: 91-94 - 2013
- [j18]Yangqiu Song, Shimei Pan, Shixia Liu, Furu Wei, Michelle X. Zhou, Weihong Qian:
Constrained Text Coclustering with Supervised and Unsupervised Constraints. IEEE Trans. Knowl. Data Eng. 25(6): 1227-1239 (2013) - [j17]Yingcai Wu, Xiaotong Liu, Shixia Liu, Kwan-Liu Ma:
ViSizer: A Visualization Resizing Framework. IEEE Trans. Vis. Comput. Graph. 19(2): 278-290 (2013) - [j16]Jing Yang, Yujie Liu, Xin Zhang, Xiaoru Yuan, Ye Zhao, Scott Barlowe, Shixia Liu:
PIWI: Visually Exploring Graphs Based on Their Community Structure. IEEE Trans. Vis. Comput. Graph. 19(6): 1034-1047 (2013) - [j15]Panpan Xu, Yingcai Wu, Enxun Wei, Tai-Quan Peng, Shixia Liu, Jonathan J. H. Zhu, Huamin Qu:
Visual Analysis of Topic Competition on Social Media. IEEE Trans. Vis. Comput. Graph. 19(12): 2012-2021 (2013) - [j14]Shixia Liu, Yingcai Wu, Enxun Wei, Mengchen Liu, Yang Liu:
StoryFlow: Tracking the Evolution of Stories. IEEE Trans. Vis. Comput. Graph. 19(12): 2436-2445 (2013) - [c28]Suin Kim, Jianwen Zhang, Zheng Chen, Alice Oh, Shixia Liu:
A Hierarchical Aspect-Sentiment Model for Online Reviews. AAAI 2013: 526-533 - [c27]Fangzhao Wu, Yangqiu Song, Shixia Liu, Yongfeng Huang, Zhenyu Liu:
Lead-lag analysis via sparse co-projection in correlated text streams. CIKM 2013: 2069-2078 - [c26]Shimei Pan, Michelle X. Zhou, Yangqiu Song, Weihong Qian, Fei Wang, Shixia Liu:
Optimizing temporal topic segmentation for intelligent text visualization. IUI 2013: 339-350 - [c25]Xiting Wang, Shixia Liu, Yangqiu Song, Baining Guo:
Mining evolutionary multi-branch trees from text streams. KDD 2013: 722-730 - 2012
- [j13]Jamal Alsakran, Yang Chen, Dongning Luo, Ye Zhao, Jing Yang, Wenwen Dou, Shixia Liu:
Real-Time Visualization of Streaming Text with a Force-Based Dynamic System. IEEE Computer Graphics and Applications 32(1): 34-45 (2012) - [j12]Li Tan, Yangqiu Song, Shixia Liu, Lexing Xie:
ImageHive: Interactive Content-Aware Image Summarization. IEEE Computer Graphics and Applications 32(1): 46-55 (2012) - [j11]Shixia Liu, Michelle X. Zhou, Giuseppe Carenini, Huamin Qu:
Introduction to the Special Section on Intelligent Visual Interfaces for Text Analysis. ACM Trans. Intell. Syst. Technol. 3(2): 19:1-19:3 (2012) - [j10]Shixia Liu, Michelle X. Zhou, Shimei Pan, Yangqiu Song, Weihong Qian, Weijia Cai, Xiaoxiao Lian:
TIARA: Interactive, Topic-Based Visual Text Summarization and Analysis. ACM Trans. Intell. Syst. Technol. 3(2): 25:1-25:28 (2012) - [j9]Nan Cao, Yu-Ru Lin, Xiaohua Sun, David Lazer, Shixia Liu, Huamin Qu:
Whisper: Tracing the Spatiotemporal Process of Information Diffusion in Real Time. IEEE Trans. Vis. Comput. Graph. 18(12): 2649-2658 (2012) - [j8]Conglei Shi, Weiwei Cui, Shixia Liu, Panpan Xu, Wei Chen, Huamin Qu:
RankExplorer: Visualization of Ranking Changes in Large Time Series Data. IEEE Trans. Vis. Comput. Graph. 18(12): 2669-2678 (2012) - [c24]