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ORCIDBibTeX records: Shixia Liu
@article{DBLP:journals/tvcg/ChenGTLYWWSPL24,
author = {Changjian Chen and
Yukai Guo and
Fengyuan Tian and
Shilong Liu and
Weikai Yang and
Zhaowei Wang and
Jing Wu and
Hang Su and
Hanspeter Pfister and
Shixia Liu},
title = {A Unified Interactive Model Evaluation for Classification, Object
Detection, and Instance Segmentation in Computer Vision},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {30},
number = {1},
pages = {76--86},
year = {2024},
url = {https://doi.org/10.1109/TVCG.2023.3326588},
doi = {10.1109/TVCG.2023.3326588},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/ChenGTLYWWSPL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/ZhouYCCSLYL24,
author = {Yuxing Zhou and
Weikai Yang and
Jiashu Chen and
Changjian Chen and
Zhiyang Shen and
Xiaonan Luo and
Lingyun Yu and
Shixia Liu},
title = {Cluster-Aware Grid Layout},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {30},
number = {1},
pages = {240--250},
year = {2024},
url = {https://doi.org/10.1109/TVCG.2023.3326934},
doi = {10.1109/TVCG.2023.3326934},
timestamp = {Sun, 21 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/ZhouYCCSLYL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/YangGWWGLL24,
author = {Weikai Yang and
Yukai Guo and
Jing Wu and
Zheng Wang and
Lan{-}Zhe Guo and
Yu{-}Feng Li and
Shixia Liu},
title = {Interactive Reweighting for Mitigating Label Quality Issues},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {30},
number = {3},
pages = {1837--1852},
year = {2024},
url = {https://doi.org/10.1109/TVCG.2023.3345340},
doi = {10.1109/TVCG.2023.3345340},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/YangGWWGLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cga/WuDCLKMMSVW23,
author = {Aoyu Wu and
Dazhen Deng and
Min Chen and
Shixia Liu and
Daniel A. Keim and
Ross Maciejewski and
Silvia Miksch and
Hendrik Strobelt and
Fernanda B. Vi{\'{e}}gas and
Martin Wattenberg},
title = {Grand Challenges in Visual Analytics Applications},
journal = {{IEEE} Computer Graphics and Applications},
volume = {43},
number = {5},
pages = {83--90},
year = {2023},
url = {https://doi.org/10.1109/MCG.2023.3284620},
doi = {10.1109/MCG.2023.3284620},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cga/WuDCLKMMSVW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/Liu23,
author = {Shixia Liu},
title = {Enhancing Training Data Quality With Visual Analytics},
journal = {Computer},
volume = {56},
number = {11},
pages = {4--6},
year = {2023},
url = {https://doi.org/10.1109/MC.2023.3304568},
doi = {10.1109/MC.2023.3304568},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/computer/Liu23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/YuanLTL23,
author = {Jun Yuan and
Mengchen Liu and
Fengyuan Tian and
Shixia Liu},
title = {Visual Analysis of Neural Architecture Spaces for Summarizing Design
Principles},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {29},
number = {1},
pages = {288--298},
year = {2023},
url = {https://doi.org/10.1109/TVCG.2022.3209404},
doi = {10.1109/TVCG.2022.3209404},
timestamp = {Wed, 18 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/YuanLTL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/WuDCWLQ23,
author = {Aoyu Wu and
Dazhen Deng and
Furui Cheng and
Yingcai Wu and
Shixia Liu and
Huamin Qu},
title = {In Defence of Visual Analytics Systems: Replies to Critics},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {29},
number = {1},
pages = {1026--1036},
year = {2023},
url = {https://doi.org/10.1109/TVCG.2022.3209360},
doi = {10.1109/TVCG.2022.3209360},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/WuDCWLQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visualization/FengHYP0LY23,
author = {Tinghao Feng and
Yueqi Hu and
Jing Yang and
Tom Polk and
Ye Zhao and
Shixia Liu and
Zhaocong Yang},
title = {TimePool: Visually Answer "Which and When" Questions On
Univariate Time Series},
booktitle = {2023 {IEEE} Visualization and Visual Analytics (VIS), Melbourne, Australia,
October 21-27, 2023},
pages = {201--205},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/VIS54172.2023.00049},
doi = {10.1109/VIS54172.2023.00049},
timestamp = {Tue, 02 Jan 2024 14:32:08 +0100},
biburl = {https://dblp.org/rec/conf/visualization/FengHYP0LY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-10462,
author = {Shouxing Xiang and
Fangxin Ouyang and
Shixia Liu},
title = {Concept-Based Visual Analysis of Dynamic Textual Data},
journal = {CoRR},
volume = {abs/2306.10462},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.10462},
doi = {10.48550/ARXIV.2306.10462},
eprinttype = {arXiv},
eprint = {2306.10462},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-10462.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-07712,
author = {Junpeng Wang and
Shixia Liu and
Wei Zhang},
title = {Visual Analytics For Machine Learning: {A} Data Perspective Survey},
journal = {CoRR},
volume = {abs/2307.07712},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.07712},
doi = {10.48550/ARXIV.2307.07712},
eprinttype = {arXiv},
eprint = {2307.07712},
timestamp = {Tue, 25 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-07712.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-00682,
author = {Tinghao Feng and
Yueqi Hu and
Jing Yang and
Tom Polk and
Ye Zhao and
Shixia Liu and
Zhaocong Yang},
title = {TimePool: Visually Answer "Which and When" Questions On
Univariate Time Series},
journal = {CoRR},
volume = {abs/2308.00682},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.00682},
doi = {10.48550/ARXIV.2308.00682},
eprinttype = {arXiv},
eprint = {2308.00682},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-00682.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-03651,
author = {Yuxing Zhou and
Weikai Yang and
Jiashu Chen and
Changjian Chen and
Zhiyang Shen and
Xiaonan Luo and
Lingyun Yu and
Shixia Liu},
title = {Cluster-Aware Grid Layout},
journal = {CoRR},
volume = {abs/2308.03651},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.03651},
doi = {10.48550/ARXIV.2308.03651},
eprinttype = {arXiv},
eprint = {2308.03651},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-03651.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-05168,
author = {Changjian Chen and
Yukai Guo and
Fengyuan Tian and
Shilong Liu and
Weikai Yang and
Zhaowei Wang and
Jing Wu and
Hang Su and
Hanspeter Pfister and
Shixia Liu},
title = {A Unified Interactive Model Evaluation for Classification, Object
Detection, and Instance Segmentation in Computer Vision},
journal = {CoRR},
volume = {abs/2308.05168},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.05168},
doi = {10.48550/ARXIV.2308.05168},
eprinttype = {arXiv},
eprint = {2308.05168},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-05168.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-05771,
author = {Weikai Yang and
Mengchen Liu and
Zheng Wang and
Shixia Liu},
title = {Foundation Models Meet Visualizations: Challenges and Opportunities},
journal = {CoRR},
volume = {abs/2310.05771},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.05771},
doi = {10.48550/ARXIV.2310.05771},
eprinttype = {arXiv},
eprint = {2310.05771},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-05771.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-05067,
author = {Weikai Yang and
Yukai Guo and
Jing Wu and
Zheng Wang and
Lan{-}Zhe Guo and
Yu{-}Feng Li and
Shixia Liu},
title = {Interactive Reweighting for Mitigating Label Quality Issues},
journal = {CoRR},
volume = {abs/2312.05067},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.05067},
doi = {10.48550/ARXIV.2312.05067},
eprinttype = {arXiv},
eprint = {2312.05067},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-05067.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-05178,
author = {Changjian Chen and
Jiashu Chen and
Weikai Yang and
Haoze Wang and
Johannes Knittel and
Xibin Zhao and
Steffen Koch and
Thomas Ertl and
Shixia Liu},
title = {Enhancing Single-Frame Supervision for Better Temporal Action Localization},
journal = {CoRR},
volume = {abs/2312.05178},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.05178},
doi = {10.48550/ARXIV.2312.05178},
eprinttype = {arXiv},
eprint = {2312.05178},
timestamp = {Wed, 03 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-05178.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/XiaZSCWL22,
author = {Jiazhi Xia and
Yuchen Zhang and
Jie Song and
Yang Chen and
Yunhai Wang and
Shixia Liu},
title = {Revisiting Dimensionality Reduction Techniques for Visual Cluster
Analysis: An Empirical Study},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {28},
number = {1},
pages = {529--539},
year = {2022},
url = {https://doi.org/10.1109/TVCG.2021.3114694},
doi = {10.1109/TVCG.2021.3114694},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/XiaZSCWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/KnittelKTCWLE22,
author = {Johannes Knittel and
Steffen Koch and
Tan Tang and
Wei Chen and
Yingcai Wu and
Shixia Liu and
Thomas Ertl},
title = {Real-Time Visual Analysis of High-Volume Social Media Posts},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {28},
number = {1},
pages = {879--889},
year = {2022},
url = {https://doi.org/10.1109/TVCG.2021.3114800},
doi = {10.1109/TVCG.2021.3114800},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/KnittelKTCWLE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/LeeMYBCCCGGLPSW22,
author = {Bongshin Lee and
Silvia Miksch and
Anders Ynnerman and
Anastasia Bezerianos and
Jian Chen and
Wei Chen and
Christopher Collins and
Michael Gleicher and
M. Eduard Gr{\"{o}}ller and
Alexander Lex and
Bernhard Preim and
Jinwook Seo and
R{\"{u}}diger Westermann and
Jing Yang and
Xiaoru Yuan and
Han{-}Wei Shen and
Jean{-}Daniel Fekete and
Shixia Liu},
title = {Preface},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {28},
number = {1},
pages = {xiv--xxiii},
year = {2022},
url = {https://doi.org/10.1109/TVCG.2021.3114891},
doi = {10.1109/TVCG.2021.3114891},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/LeeMYBCCCGGLPSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/ChenWWXZTL22,
author = {Changjian Chen and
Jing Wu and
Xiaohan Wang and
Shouxing Xiang and
Song{-}Hai Zhang and
Qifeng Tang and
Shixia Liu},
title = {Towards Better Caption Supervision for Object Detection},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {28},
number = {4},
pages = {1941--1954},
year = {2022},
url = {https://doi.org/10.1109/TVCG.2021.3138933},
doi = {10.1109/TVCG.2021.3138933},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/ChenWWXZTL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/YangYZXXWZPL22,
author = {Weikai Yang and
Xi Ye and
Xingxing Zhang and
Lanxi Xiao and
Jiazhi Xia and
Zhongyuan Wang and
Jun Zhu and
Hanspeter Pfister and
Shixia Liu},
title = {Diagnosing Ensemble Few-Shot Classifiers},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {28},
number = {9},
pages = {3292--3306},
year = {2022},
url = {https://doi.org/10.1109/TVCG.2022.3182488},
doi = {10.1109/TVCG.2022.3182488},
timestamp = {Tue, 14 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/YangYZXXWZPL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/LiWYWZLSZL22,
author = {Zhen Li and
Xiting Wang and
Weikai Yang and
Jing Wu and
Zhengyan Zhang and
Zhiyuan Liu and
Maosong Sun and
Hui Zhang and
Shixia Liu},
title = {A Unified Understanding of Deep {NLP} Models for Text Classification},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {28},
number = {12},
pages = {4980--4994},
year = {2022},
url = {https://doi.org/10.1109/TVCG.2022.3184186},
doi = {10.1109/TVCG.2022.3184186},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/LiWYWZLSZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-09772,
author = {Aoyu Wu and
Dazhen Deng and
Furui Cheng and
Yingcai Wu and
Shixia Liu and
Huamin Qu},
title = {In Defence of Visual Analytics Systems: Replies to Critics},
journal = {CoRR},
volume = {abs/2201.09772},
year = {2022},
url = {https://arxiv.org/abs/2201.09772},
eprinttype = {arXiv},
eprint = {2201.09772},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-09772.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04372,
author = {Weikai Yang and
Xi Ye and
Xingxing Zhang and
Lanxi Xiao and
Jiazhi Xia and
Zhongyuan Wang and
Jun Zhu and
Hanspeter Pfister and
Shixia Liu},
title = {Diagnosing Ensemble Few-Shot Classifiers},
journal = {CoRR},
volume = {abs/2206.04372},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.04372},
doi = {10.48550/ARXIV.2206.04372},
eprinttype = {arXiv},
eprint = {2206.04372},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-04372.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-09355,
author = {Zhen Li and
Xiting Wang and
Weikai Yang and
Jing Wu and
Zhengyan Zhang and
Zhiyuan Liu and
Maosong Sun and
Hui Zhang and
Shixia Liu},
title = {A Unified Understanding of Deep {NLP} Models for Text Classification},
journal = {CoRR},
volume = {abs/2206.09355},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.09355},
doi = {10.48550/ARXIV.2206.09355},
eprinttype = {arXiv},
eprint = {2206.09355},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-09355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-09665,
author = {Jun Yuan and
Mengchen Liu and
Fengyuan Tian and
Shixia Liu},
title = {Visual Analysis of Neural Architecture Spaces for Summarizing Design
Principles},
journal = {CoRR},
volume = {abs/2208.09665},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.09665},
doi = {10.48550/ARXIV.2208.09665},
eprinttype = {arXiv},
eprint = {2208.09665},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-09665.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cvm/YuanCYLXL21,
author = {Jun Yuan and
Changjian Chen and
Weikai Yang and
Mengchen Liu and
Jiazhi Xia and
Shixia Liu},
title = {A survey of visual analytics techniques for machine learning},
journal = {Comput. Vis. Media},
volume = {7},
number = {1},
pages = {3--36},
year = {2021},
url = {https://doi.org/10.1007/s41095-020-0191-7},
doi = {10.1007/S41095-020-0191-7},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cvm/YuanCYLXL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tiis/TurkayLALC21,
author = {Cagatay Turkay and
Tatiana von Landesberger and
Daniel Archambault and
Shixia Liu and
Remco Chang},
title = {Special Issue on Interactive Visual Analytics for Making Explainable
and Accountable Decisions},
journal = {{ACM} Trans. Interact. Intell. Syst.},
volume = {11},
number = {3-4},
pages = {17:1--17:4},
year = {2021},
url = {https://doi.org/10.1145/3471903},
doi = {10.1145/3471903},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tiis/TurkayLALC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/WangXCWLQ21,
author = {Qianwen Wang and
Zhenhua Xu and
Zhutian Chen and
Yong Wang and
Shixia Liu and
Huamin Qu},
title = {Visual Analysis of Discrimination in Machine Learning},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {27},
number = {2},
pages = {1470--1480},
year = {2021},
url = {https://doi.org/10.1109/TVCG.2020.3030471},
doi = {10.1109/TVCG.2020.3030471},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/WangXCWLQ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/ZhaoJCQXWLZXZ21,
author = {Ying Zhao and
Haojin Jiang and
Qi'an Chen and
Yaqi Qin and
Huixuan Xie and
Yitao Wu and
Shixia Liu and
Zhiguang Zhou and
Jiazhi Xia and
Fangfang Zhou},
title = {Preserving Minority Structures in Graph Sampling},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {27},
number = {2},
pages = {1698--1708},
year = {2021},
url = {https://doi.org/10.1109/TVCG.2020.3030428},
doi = {10.1109/TVCG.2020.3030428},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/ZhaoJCQXWLZXZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/YuanXXYL21,
author = {Jun Yuan and
Shouxing Xiang and
Jiazhi Xia and
Lingyun Yu and
Shixia Liu},
title = {Evaluation of Sampling Methods for Scatterplots},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {27},
number = {2},
pages = {1720--1730},
year = {2021},
url = {https://doi.org/10.1109/TVCG.2020.3030432},
doi = {10.1109/TVCG.2020.3030432},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/YuanXXYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/CaoLSWZL21,
author = {Kelei Cao and
Mengchen Liu and
Hang Su and
Jing Wu and
Jun Zhu and
Shixia Liu},
title = {Analyzing the Noise Robustness of Deep Neural Networks},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {27},
number = {7},
pages = {3289--3304},
year = {2021},
url = {https://doi.org/10.1109/TVCG.2020.2969185},
doi = {10.1109/TVCG.2020.2969185},
timestamp = {Sat, 31 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/CaoLSWZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/ChenYLLSYL21,
author = {Changjian Chen and
Jun Yuan and
Yafeng Lu and
Yang Liu and
Hang Su and
Songtao Yuan and
Shixia Liu},
title = {OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {27},
number = {7},
pages = {3335--3349},
year = {2021},
url = {https://doi.org/10.1109/TVCG.2020.2973258},
doi = {10.1109/TVCG.2020.2973258},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/ChenYLLSYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/ChenWWWGLL21,
author = {Changjian Chen and
Zhaowei Wang and
Jing Wu and
Xiting Wang and
Lan{-}Zhe Guo and
Yu{-}Feng Li and
Shixia Liu},
title = {Interactive Graph Construction for Graph-Based Semi-Supervised Learning},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {27},
number = {9},
pages = {3701--3716},
year = {2021},
url = {https://doi.org/10.1109/TVCG.2021.3084694},
doi = {10.1109/TVCG.2021.3084694},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/ChenWWWGLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/YangWLDL21,
author = {Weikai Yang and
Xiting Wang and
Jie Lu and
Wenwen Dou and
Shixia Liu},
title = {Interactive Steering of Hierarchical Clustering},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {27},
number = {10},
pages = {3953--3967},
year = {2021},
url = {https://doi.org/10.1109/TVCG.2020.2995100},
doi = {10.1109/TVCG.2020.2995100},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/YangWLDL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-03052,
author = {Johannes Knittel and
Steffen Koch and
Tan Tang and
Wei Chen and
Yingcai Wu and
Shixia Liu and
Thomas Ertl},
title = {Real-Time Visual Analysis of High-Volume Social Media Posts},
journal = {CoRR},
volume = {abs/2108.03052},
year = {2021},
url = {https://arxiv.org/abs/2108.03052},
eprinttype = {arXiv},
eprint = {2108.03052},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-03052.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-02894,
author = {Jiazhi Xia and
Yuchen Zhang and
Jie Song and
Yang Chen and
Yunhai Wang and
Shixia Liu},
title = {Revisiting Dimensionality Reduction Techniques for Visual Cluster
Analysis: An Empirical Study},
journal = {CoRR},
volume = {abs/2110.02894},
year = {2021},
url = {https://arxiv.org/abs/2110.02894},
eprinttype = {arXiv},
eprint = {2110.02894},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-02894.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jvis/JiaLLZL20,
author = {Shichao Jia and
Peiwen Lin and
Zeyu Li and
Jiawan Zhang and
Shixia Liu},
title = {Visualizing surrogate decision trees of convolutional neural networks},
journal = {J. Vis.},
volume = {23},
number = {1},
pages = {141--156},
year = {2020},
url = {https://doi.org/10.1007/s12650-019-00607-z},
doi = {10.1007/S12650-019-00607-Z},
timestamp = {Mon, 27 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jvis/JiaLLZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/WangYCSQL20,
author = {Qianwen Wang and
Jun Yuan and
Shuxin Chen and
Hang Su and
Huamin Qu and
Shixia Liu},
title = {Visual Genealogy of Deep Neural Networks},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {26},
number = {11},
pages = {3340--3352},
year = {2020},
url = {https://doi.org/10.1109/TVCG.2019.2921323},
doi = {10.1109/TVCG.2019.2921323},
timestamp = {Fri, 17 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/WangYCSQL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeevast/YangLLLCML20,
author = {Weikai Yang and
Zhen Li and
Mengchen Liu and
Yafeng Lu and
Kelei Cao and
Ross Maciejewski and
Shixia Liu},
title = {Diagnosing Concept Drift with Visual Analytics},
booktitle = {15th {IEEE} Conference on Visual Analytics Science and Technology,
{IEEE} VAST@IEEE {VIS} 2020, Virtual Event, USA, October 25-30, 2020},
pages = {12--23},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/VAST50239.2020.00007},
doi = {10.1109/VAST50239.2020.00007},
timestamp = {Tue, 11 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieeevast/YangLLLCML20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-09395,
author = {Kelei Cao and
Mengchen Liu and
Hang Su and
Jing Wu and
Jun Zhu and
Shixia Liu},
title = {Analyzing the Noise Robustness of Deep Neural Networks},
journal = {CoRR},
volume = {abs/2001.09395},
year = {2020},
url = {https://arxiv.org/abs/2001.09395},
eprinttype = {arXiv},
eprint = {2001.09395},
timestamp = {Fri, 04 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-09395.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-03103,
author = {Changjian Chen and
Jun Yuan and
Yafeng Lu and
Yang Liu and
Hang Su and
Songtao Yuan and
Shixia Liu},
title = {OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples},
journal = {CoRR},
volume = {abs/2002.03103},
year = {2020},
url = {https://arxiv.org/abs/2002.03103},
eprinttype = {arXiv},
eprint = {2002.03103},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-03103.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-14372,
author = {Weikai Yang and
Zhen Li and
Mengchen Liu and
Yafeng Lu and
Kelei Cao and
Ross Maciejewski and
Shixia Liu},
title = {Diagnosing Concept Drift with Visual Analytics},
journal = {CoRR},
volume = {abs/2007.14372},
year = {2020},
url = {https://arxiv.org/abs/2007.14372},
eprinttype = {arXiv},
eprint = {2007.14372},
timestamp = {Tue, 11 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-14372.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-14666,
author = {Jun Yuan and
Shouxing Xiang and
Jiazhi Xia and
Lingyun Yu and
Shixia Liu},
title = {Evaluation of Sampling Methods for Scatterplots},
journal = {CoRR},
volume = {abs/2007.14666},
year = {2020},
url = {https://arxiv.org/abs/2007.14666},
eprinttype = {arXiv},
eprint = {2007.14666},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-14666.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-15182,
author = {Qianwen Wang and
Zhenhua Xu and
Zhutian Chen and
Yong Wang and
Shixia Liu and
Huamin Qu},
title = {Visual Analysis of Discrimination in Machine Learning},
journal = {CoRR},
volume = {abs/2007.15182},
year = {2020},
url = {https://arxiv.org/abs/2007.15182},
eprinttype = {arXiv},
eprint = {2007.15182},
timestamp = {Fri, 28 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-15182.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-09632,
author = {Jun Yuan and
Changjian Chen and
Weikai Yang and
Mengchen Liu and
Jiazhi Xia and
Shixia Liu},
title = {A Survey of Visual Analytics Techniques for Machine Learning},
journal = {CoRR},
volume = {abs/2008.09632},
year = {2020},
url = {https://arxiv.org/abs/2008.09632},
eprinttype = {arXiv},
eprint = {2008.09632},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-09632.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-02498,
author = {Ying Zhao and
Haojin Jiang and
Qi'an Chen and
Yaqi Qin and
Huixuan Xie and
Yitao Wu and
Shixia Liu and
Zhiguang Zhou and
Jiazhi Xia and
Fangfang Zhou},
title = {Preserving Minority Structures in Graph Sampling},
journal = {CoRR},
volume = {abs/2009.02498},
year = {2020},
url = {https://arxiv.org/abs/2009.02498},
eprinttype = {arXiv},
eprint = {2009.02498},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-02498.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-09618,
author = {Weikai Yang and
Xiting Wang and
Jie Lu and
Wenwen Dou and
Shixia Liu},
title = {Interactive Steering of Hierarchical Clustering},
journal = {CoRR},
volume = {abs/2009.09618},
year = {2020},
url = {https://arxiv.org/abs/2009.09618},
eprinttype = {arXiv},
eprint = {2009.09618},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-09618.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cga/PererL19,
author = {Adam Perer and
Shixia Liu},
title = {Visualization in Data Science},
journal = {{IEEE} Computer Graphics and Applications},
volume = {39},
number = {5},
pages = {18--19},
year = {2019},
url = {https://doi.org/10.1109/MCG.2019.2925493},
doi = {10.1109/MCG.2019.2925493},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cga/PererL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jvis/JiangLC19,
author = {Liu Jiang and
Shixia Liu and
Changjian Chen},
title = {Recent research advances on interactive machine learning},
journal = {J. Vis.},
volume = {22},
number = {2},
pages = {401--417},
year = {2019},
url = {https://doi.org/10.1007/s12650-018-0531-1},
doi = {10.1007/S12650-018-0531-1},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jvis/JiangLC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/LiuCLOW19,
author = {Shixia Liu and
Changjian Chen and
Yafeng Lu and
Fang{-}Xin Ou{-}Yang and
Bin Wang},
title = {An Interactive Method to Improve Crowdsourced Annotations},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {25},
number = {1},
pages = {235--245},
year = {2019},
url = {https://doi.org/10.1109/TVCG.2018.2864843},
doi = {10.1109/TVCG.2018.2864843},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/LiuCLOW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/LiuWCDOEJK19,
author = {Shixia Liu and
Xiting Wang and
Christopher Collins and
Wenwen Dou and
Fang{-}Xin Ou{-}Yang and
Mennatallah El{-}Assady and
Liu Jiang and
Daniel A. Keim},
title = {Bridging Text Visualization and Mining: {A} Task-Driven Survey},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {25},
number = {7},
pages = {2482--2504},
year = {2019},
url = {https://doi.org/10.1109/TVCG.2018.2834341},
doi = {10.1109/TVCG.2018.2834341},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/LiuWCDOEJK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeevast/XiangYXWCL19,
author = {Shouxing Xiang and
Xi Ye and
Jiazhi Xia and
Jing Wu and
Yang Chen and
Shixia Liu},
editor = {Remco Chang and
Daniel A. Keim and
Ross Maciejewski},
title = {Interactive Correction of Mislabeled Training Data},
booktitle = {14th {IEEE} Conference on Visual Analytics Science and Technology,
{IEEE} {VAST} 2019, Vancouver, BC, Canada, October 20-25, 2019},
pages = {57--68},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/VAST47406.2019.8986943},
doi = {10.1109/VAST47406.2019.8986943},
timestamp = {Thu, 05 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieeevast/XiangYXWCL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/shonan-reports/EndertFLL19,
author = {Alex Endert and
Jean{-}Daniel Fekete and
Bongshin Lee and
Shixia Liu},
title = {Interactive Visualization for Interpretable Machine Learning {\textasciitilde}
Beyond Visualization and Steering of the Parametric Space {(NII} Shonan
Meeting 161)},
journal = {{NII} Shonan Meet. Rep.},
volume = {2019},
year = {2019},
url = {https://shonan.nii.ac.jp/seminars/161/},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/shonan-reports/EndertFLL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cga/ChooL18,
author = {Jaegul Choo and
Shixia Liu},
title = {Visual Analytics for Explainable Deep Learning},
journal = {{IEEE} Computer Graphics and Applications},
volume = {38},
number = {4},
pages = {84--92},
year = {2018},
url = {https://doi.org/10.1109/MCG.2018.042731661},
doi = {10.1109/MCG.2018.042731661},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cga/ChooL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/00010LL18,
author = {Jianfei Chen and
Jun Zhu and
Jie Lu and
Shixia Liu},
title = {Scalable Training of Hierarchical Topic Models},
journal = {Proc. {VLDB} Endow.},
volume = {11},
number = {7},
pages = {826--839},
year = {2018},
url = {http://www.vldb.org/pvldb/vol11/p826-chen.pdf},
doi = {10.14778/3192965.3192972},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/00010LL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/LiuSCZL18,
author = {Mengchen Liu and
Jiaxin Shi and
Kelei Cao and
Jun Zhu and
Shixia Liu},
title = {Analyzing the Training Processes of Deep Generative Models},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {24},
number = {1},
pages = {77--87},
year = {2018},
url = {https://doi.org/10.1109/TVCG.2017.2744938},
doi = {10.1109/TVCG.2017.2744938},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/LiuSCZL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/LiuXLWWZ18,
author = {Shixia Liu and
Jiannan Xiao and
Junlin Liu and
Xiting Wang and
Jing Wu and
Jun Zhu},
title = {Visual Diagnosis of Tree Boosting Methods},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {24},
number = {1},
pages = {163--173},
year = {2018},
url = {https://doi.org/10.1109/TVCG.2017.2744378},
doi = {10.1109/TVCG.2017.2744378},
timestamp = {Thu, 05 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/LiuXLWWZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/DwyerEFFHKLSY18,
author = {Tim Dwyer and
Niklas Elmqvist and
Brian D. Fisher and
Steven Franconeri and
Ingrid Hotz and
Robert Michael Kirby and
Shixia Liu and
Tobias Schreck and
Xiaoru Yuan},
title = {Preface},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {24},
number = {1},
pages = {xi--xv},
year = {2018},
url = {https://doi.org/10.1109/TVCG.2017.2752518},
doi = {10.1109/TVCG.2017.2752518},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/DwyerEFFHKLSY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/LiangWZHL18,
author = {Yuan Liang and
Xiting Wang and
Song{-}Hai Zhang and
Shi{-}Min Hu and
Shixia Liu},
title = {PhotoRecomposer: Interactive Photo Recomposition by Cropping},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {24},
number = {10},
pages = {2728--2742},
year = {2018},
url = {https://doi.org/10.1109/TVCG.2017.2764895},
doi = {10.1109/TVCG.2017.2764895},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/LiangWZHL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/WuCSXCLC18,
author = {Yingcai Wu and
Zhutian Chen and
Guodao Sun and
Xiao Xie and
Nan Cao and
Shixia Liu and
Weiwei Cui},
title = {StreamExplorer: {A} Multi-Stage System for Visually Exploring Events
in Social Streams},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {24},
number = {10},
pages = {2758--2772},
year = {2018},
url = {https://doi.org/10.1109/TVCG.2017.2764459},
doi = {10.1109/TVCG.2017.2764459},
timestamp = {Sat, 16 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/WuCSXCLC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vi/LiuAWCJSWH18,
author = {Shixia Liu and
Gennady L. Andrienko and
Yingcai Wu and
Nan Cao and
Liu Jiang and
Conglei Shi and
Yu{-}Shuen Wang and
Seokhee Hong},
title = {Steering data quality with visual analytics: The complexity challenge},
journal = {Vis. Informatics},
volume = {2},
number = {4},
pages = {191--197},
year = {2018},
url = {https://doi.org/10.1016/j.visinf.2018.12.001},
doi = {10.1016/J.VISINF.2018.12.001},
timestamp = {Tue, 19 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vi/LiuAWCJSWH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeevast/LiuLSCZ18,
author = {Mengchen Liu and
Shixia Liu and
Hang Su and
Kelei Cao and
Jun Zhu},
editor = {Remco Chang and
Huamin Qu and
Tobias Schreck},
title = {Analyzing the Noise Robustness of Deep Neural Networks},
booktitle = {13th {IEEE} Conference on Visual Analytics Science and Technology,
{IEEE} {VAST} 2018, Berlin, Germany, October 21-26, 2018},
pages = {60--71},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/VAST.2018.8802509},
doi = {10.1109/VAST.2018.8802509},
timestamp = {Tue, 11 Aug 2020 14:39:34 +0200},
biburl = {https://dblp.org/rec/conf/ieeevast/LiuLSCZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-02527,
author = {Jaegul Choo and
Shixia Liu},
title = {Visual Analytics for Explainable Deep Learning},
journal = {CoRR},
volume = {abs/1804.02527},
year = {2018},
url = {http://arxiv.org/abs/1804.02527},
eprinttype = {arXiv},
eprint = {1804.02527},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-02527.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-03913,
author = {Mengchen Liu and
Shixia Liu and
Hang Su and
Kelei Cao and
Jun Zhu},
title = {Analyzing the Noise Robustness of Deep Neural Networks},
journal = {CoRR},
volume = {abs/1810.03913},
year = {2018},
url = {http://arxiv.org/abs/1810.03913},
eprinttype = {arXiv},
eprint = {1810.03913},
timestamp = {Thu, 05 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-03913.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-04548,
author = {Liu Jiang and
Shixia Liu and
Changjian Chen},
title = {Recent Research Advances on Interactive Machine Learning},
journal = {CoRR},
volume = {abs/1811.04548},
year = {2018},
url = {http://arxiv.org/abs/1811.04548},
eprinttype = {arXiv},
eprint = {1811.04548},
timestamp = {Fri, 23 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-04548.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/LiuSLLZL17,
author = {Mengchen Liu and
Jiaxin Shi and
Zhen Li and
Chongxuan Li and
Jun Zhu and
Shixia Liu},
title = {Towards Better Analysis of Deep Convolutional Neural Networks},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {23},
number = {1},
pages = {91--100},
year = {2017},
url = {https://doi.org/10.1109/TVCG.2016.2598831},
doi = {10.1109/TVCG.2016.2598831},
timestamp = {Tue, 11 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/LiuSLLZL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/AndrienkoLSELMA17,
author = {Gennady L. Andrienko and
Shixia Liu and
John T. Stasko and
Niklas Elmqvist and
Bongshin Lee and
Kwan{-}Liu Ma and
James P. Ahrens and
Robert M. Kirby and
Jos B. T. M. Roerdink},
title = {Preface},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {23},
number = {1},
pages = {xi--xv},
year = {2017},
url = {https://doi.org/10.1109/TVCG.2016.2599300},
doi = {10.1109/TVCG.2016.2599300},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/AndrienkoLSELMA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vi/LiuWLZ17,
author = {Shixia Liu and
Xiting Wang and
Mengchen Liu and
Jun Zhu},
title = {Towards better analysis of machine learning models: {A} visual analytics
perspective},
journal = {Vis. Informatics},
volume = {1},
number = {1},
pages = {48--56},
year = {2017},
url = {https://doi.org/10.1016/j.visinf.2017.01.006},
doi = {10.1016/J.VISINF.2017.01.006},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vi/LiuWLZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiuJLWZL17,
author = {Mengchen Liu and
Liu Jiang and
Junlin Liu and
Xiting Wang and
Jun Zhu and
Shixia Liu},
editor = {Carles Sierra},
title = {Improving Learning-from-Crowds through Expert Validation},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {2329--2336},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/324},
doi = {10.24963/IJCAI.2017/324},
timestamp = {Tue, 20 Aug 2019 16:16:54 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiuJLWZL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ieeevast/2017,
editor = {Brian D. Fisher and
Shixia Liu and
Tobias Schreck},
title = {12th {IEEE} Conference on Visual Analytics Science and Technology,
{IEEE} {VAST} 2017, Phoenix, AZ, USA, October 3-6, 2017},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://ieeexplore.ieee.org/xpl/conhome/8574342/proceeding},
isbn = {978-1-5386-3163-8},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ieeevast/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuWLZ17,
author = {Shixia Liu and
Xiting Wang and
Mengchen Liu and
Jun Zhu},
title = {Towards Better Analysis of Machine Learning Models: {A} Visual Analytics
Perspective},
journal = {CoRR},
volume = {abs/1702.01226},
year = {2017},
url = {http://arxiv.org/abs/1702.01226},
eprinttype = {arXiv},
eprint = {1702.01226},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuWLZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenZLL17,
author = {Jianfei Chen and
Jun Zhu and
Jie Lu and
Shixia Liu},
title = {Scalable Inference for Nested Chinese Restaurant Process Topic Models},
journal = {CoRR},
volume = {abs/1702.07083},
year = {2017},
url = {http://arxiv.org/abs/1702.07083},
eprinttype = {arXiv},
eprint = {1702.07083},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenZLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/commres/PengLWL16,
author = {Tai{-}Quan Peng and
Mengchen Liu and
Yingcai Wu and
Shixia Liu},
title = {Follower-Followee Network, Communication Networks, and Vote Agreement
of the {U.S.} Members of Congress},
journal = {Commun. Res.},
volume = {43},
number = {7},
pages = {996--1024},
year = {2016},
url = {https://doi.org/10.1177/0093650214559601},
doi = {10.1177/0093650214559601},
timestamp = {Thu, 27 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/commres/PengLWL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/WuHSL16,
author = {Fangzhao Wu and
Yongfeng Huang and
Yangqiu Song and
Shixia Liu},
title = {Towards building a high-quality microblog-specific Chinese sentiment
lexicon},
journal = {Decis. Support Syst.},
volume = {87},
pages = {39--49},
year = {2016},
url = {https://doi.org/10.1016/j.dss.2016.04.007},
doi = {10.1016/J.DSS.2016.04.007},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dss/WuHSL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jvis/WangZYL16,
author = {Wentao Wang and
Jiawan Zhang and
Xiaoru Yuan and
Shixia Liu},
title = {MatchOrchestra: a generalized visual analytics for competitive team
sports},
journal = {J. Vis.},
volume = {19},
number = {3},
pages = {515--528},
year = {2016},
url = {https://doi.org/10.1007/s12650-015-0337-3},
doi = {10.1007/S12650-015-0337-3},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jvis/WangZYL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/DongWXLZ16,
author = {Li Dong and
Furu Wei and
Ke Xu and
Shixia Liu and
Ming Zhou},
title = {Adaptive Multi-Compositionality for Recursive Neural Network Models},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {24},
number = {3},
pages = {422--431},
year = {2016},
url = {https://doi.org/10.1109/TASLP.2015.2509257},
doi = {10.1109/TASLP.2015.2509257},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/DongWXLZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/LiuLZLWP16,
author = {Mengchen Liu and
Shixia Liu and
Xizhou Zhu and
Qinying Liao and
Furu Wei and
Shimei Pan},
title = {An Uncertainty-Aware Approach for Exploratory Microblog Retrieval},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {22},
number = {1},
pages = {250--259},
year = {2016},
url = {https://doi.org/10.1109/TVCG.2015.2467554},
doi = {10.1109/TVCG.2015.2467554},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/LiuLZLWP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/LiuSTDW16,
author = {Shixia Liu and
Gerik Scheuermann and
Shigeo Takahashi and
Tim Dwyer and
Yingcai Wu},
title = {Guest Editors' Introduction: Special Section on the {IEEE} Pacific
Visualization Symposium 2015},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {22},
number = {7},
pages = {1786--1787},
year = {2016},
url = {https://doi.org/10.1109/TVCG.2016.2553858},
doi = {10.1109/TVCG.2016.2553858},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/LiuSTDW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/LiuYWCCP16,
author = {Shixia Liu and
Jialun Yin and
Xiting Wang and
Weiwei Cui and
Kelei Cao and
Jian Pei},
title = {Online Visual Analytics of Text Streams},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {22},
number = {11},
pages = {2451--2466},
year = {2016},
url = {https://doi.org/10.1109/TVCG.2015.2509990},
doi = {10.1109/TVCG.2015.2509990},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/LiuYWCCP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/WangLLCZG16,
author = {Xiting Wang and
Shixia Liu and
Junlin Liu and
Jianfei Chen and
Jun Zhu and
Baining Guo},
title = {TopicPanorama: {A} Full Picture of Relevant Topics},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {22},
number = {12},
pages = {2508--2521},
year = {2016},
url = {https://doi.org/10.1109/TVCG.2016.2515592},
doi = {10.1109/TVCG.2016.2515592},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/WangLLCZG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhongLWXS16,
author = {Yangxin Zhong and
Shixia Liu and
Xiting Wang and
Jiannan Xiao and
Yangqiu Song},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Tracking Idea Flows between Social Groups},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {1436--1443},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10163},
doi = {10.1609/AAAI.V30I1.10163},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhongLWXS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apvis/HuPYZL16,
author = {Yueqi Hu and
Tom Polk and
Jing Yang and
Ye Zhao and
Shixia Liu},
editor = {Chuck Hansen and
Ivan Viola and
Xiaoru Yuan},
title = {Spot-tracking lens: {A} zoomable user interface for animated bubble
charts},
booktitle = {2016 {IEEE} Pacific Visualization Symposium, PacificVis 2016, Taipei,
Taiwan, April 19-22, 2016},
pages = {16--23},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/PACIFICVIS.2016.7465246},
doi = {10.1109/PACIFICVIS.2016.7465246},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/apvis/HuPYZL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeevast/WangLCPSYG16,
author = {Xiting Wang and
Shixia Liu and
Yang Chen and
Tai{-}Quan Peng and
Jing Su and
Jing Yang and
Baining Guo},
editor = {Gennady L. Andrienko and
Shixia Liu and
John T. Stasko},
title = {How ideas flow across multiple social groups},
booktitle = {11th {IEEE} Conference on Visual Analytics Science and Technology,
{IEEE} {VAST} 2016, Baltimore, MD, USA, October 23-28, 2016},
pages = {51--60},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/VAST.2016.7883511},
doi = {10.1109/VAST.2016.7883511},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ieeevast/WangLCPSYG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/BhaduryCZL16,
author = {Arnab Bhadury and
Jianfei Chen and
Jun Zhu and
Shixia Liu},
editor = {Jacqueline Bourdeau and
Jim Hendler and
Roger Nkambou and
Ian Horrocks and
Ben Y. Zhao},
title = {Scaling up Dynamic Topic Models},
booktitle = {Proceedings of the 25th International Conference on World Wide Web,
{WWW} 2016, Montreal, Canada, April 11 - 15, 2016},
pages = {381--390},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2872427.2883046},
doi = {10.1145/2872427.2883046},
timestamp = {Tue, 12 Apr 2022 14:46:29 +0200},
biburl = {https://dblp.org/rec/conf/www/BhaduryCZL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ieeevast/2016,
editor = {Gennady L. Andrienko and
Shixia Liu and
John T. Stasko},
title = {11th {IEEE} Conference on Visual Analytics Science and Technology,
{IEEE} {VAST} 2016, Baltimore, MD, USA, October 23-28, 2016},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://ieeexplore.ieee.org/xpl/conhome/7867613/proceeding},
isbn = {978-1-5090-5661-3},
timestamp = {Tue, 11 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieeevast/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuSLLZL16,
author = {Mengchen Liu and
Jiaxin Shi and
Zhen Li and
Chongxuan Li and
Jun Zhu and
Shixia Liu},
title = {Towards Better Analysis of Deep Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/1604.07043},
year = {2016},
url = {http://arxiv.org/abs/1604.07043},
eprinttype = {arXiv},
eprint = {1604.07043},
timestamp = {Tue, 11 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuSLLZL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/LiuF15,
author = {Shixia Liu and
Leila De Floriani},
title = {Multivariate Network Exploration and Presentations},
journal = {Computer},
volume = {48},
number = {8},
pages = {6},
year = {2015},
url = {https://doi.org/10.1109/MC.2015.236},
doi = {10.1109/MC.2015.236},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/LiuF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuCWYZD15,
author = {Shixia Liu and
Yang Chen and
Hao Wei and
Jing Yang and
Kun Zhou and
Steven Mark Drucker},
title = {Exploring Topical Lead-Lag across Corpora},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {27},
number = {1},
pages = {115--129},
year = {2015},
url = {https://doi.org/10.1109/TKDE.2014.2324581},
doi = {10.1109/TKDE.2014.2324581},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiuCWYZD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuWSG15,
author = {Shixia Liu and
Xiting Wang and
Yangqiu Song and
Baining Guo},
title = {Evolutionary Bayesian Rose Trees},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {27},
number = {6},
pages = {1533--1546},
year = {2015},
url = {https://doi.org/10.1109/TKDE.2014.2373384},
doi = {10.1109/TKDE.2014.2373384},
timestamp = {Thu, 08 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiuWSG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/SongLLW15,
author = {Yangqiu Song and
Shixia Liu and
Xueqing Liu and
Haixun Wang},
title = {Automatic Taxonomy Construction from Keywords via Scalable Bayesian
Rose Trees},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {27},
number = {7},
pages = {1861--1874},
year = {2015},
url = {https://doi.org/10.1109/TKDE.2015.2397432},
doi = {10.1109/TKDE.2015.2397432},
timestamp = {Fri, 31 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/SongLLW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apvis/MengZLL15,
author = {Yu Meng and
Hui Zhang and
Mengchen Liu and
Shixia Liu},
editor = {Shixia Liu and
Gerik Scheuermann and
Shigeo Takahashi},
title = {Clutter-aware label layout},
booktitle = {2015 {IEEE} Pacific Visualization Symposium, PacificVis 2015, Hangzhou,
China, April 14-17, 2015},
pages = {207--214},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/PACIFICVIS.2015.7156379},
doi = {10.1109/PACIFICVIS.2015.7156379},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/apvis/MengZLL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/apvis/2015,
editor = {Shixia Liu and
Gerik Scheuermann and
Shigeo Takahashi},
title = {2015 {IEEE} Pacific Visualization Symposium, PacificVis 2015, Hangzhou,
China, April 14-17, 2015},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://ieeexplore.ieee.org/xpl/conhome/7145534/proceeding},
isbn = {978-1-4673-6879-7},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/apvis/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhongLWXS15,
author = {Yangxin Zhong and
Shixia Liu and
Xiting Wang and
Jiannan Xiao and
Yangqiu Song},
title = {Tracking Idea Flows between Social Groups},
journal = {CoRR},
volume = {abs/1512.04036},
year = {2015},
url = {http://arxiv.org/abs/1512.04036},
eprinttype = {arXiv},
eprint = {1512.04036},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhongLWXS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuLZLWP15,
author = {Mengchen Liu and
Shixia Liu and
Xizhou Zhu and
Qinying Liao and
Furu Wei and
Shimei Pan},
title = {An Uncertainty-Aware Approach for Exploratory Microblog Retrieval},
journal = {CoRR},
volume = {abs/1512.04038},
year = {2015},
url = {http://arxiv.org/abs/1512.04038},
eprinttype = {arXiv},
eprint = {1512.04038},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuLZLWP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuYWCCP15,
author = {Shixia Liu and
Jialun Yin and
Xiting Wang and
Weiwei Cui and
Kelei Cao and
Jian Pei},
title = {Online Visual Analytics of Text Streams},
journal = {CoRR},
volume = {abs/1512.04042},
year = {2015},
url = {http://arxiv.org/abs/1512.04042},
eprinttype = {arXiv},
eprint = {1512.04042},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuYWCCP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/ShiWLZQ14,
author = {Conglei Shi and
Yingcai Wu and
Shixia Liu and
Hong Zhou and
Huamin Qu},
title = {LoyalTracker: Visualizing Loyalty Dynamics in Search Engines},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {20},
number = {12},
pages = {1733--1742},
year = {2014},
url = {https://doi.org/10.1109/TVCG.2014.2346912},
doi = {10.1109/TVCG.2014.2346912},
timestamp = {Fri, 20 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/ShiWLZQ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/SunWLPZL14,
author = {Guodao Sun and
Yingcai Wu and
Shixia Liu and
Tai{-}Quan Peng and
Jonathan J. H. Zhu and
Ronghua Liang},
title = {EvoRiver: Visual Analysis of Topic Coopetition on Social Media},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {20},
number = {12},
pages = {1753--1762},
year = {2014},
url = {https://doi.org/10.1109/TVCG.2014.2346919},
doi = {10.1109/TVCG.2014.2346919},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/SunWLPZL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/WuLYLW14,
author = {Yingcai Wu and
Shixia Liu and
Kai Yan and
Mengchen Liu and
Fangzhao Wu},
title = {OpinionFlow: Visual Analysis of Opinion Diffusion on Social Media},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {20},
number = {12},
pages = {1763--1772},
year = {2014},
url = {https://doi.org/10.1109/TVCG.2014.2346920},
doi = {10.1109/TVCG.2014.2346920},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/WuLYLW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tvcg/CuiLWW14,
author = {Weiwei Cui and
Shixia Liu and
Zhuofeng Wu and
Hao Wei},
title = {How Hierarchical Topics Evolve in Large Text Corpora},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {20},
number = {12},
pages = {2281--2290},
year = {2014},
url = {https://doi.org/10.1109/TVCG.2014.2346433},
doi = {10.1109/TVCG.2014.2346433},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/CuiLWW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/vc/LiuCWL14,
author = {Shixia Liu and
Weiwei Cui and
Yingcai Wu and
Mengchen Liu},
title = {A survey on information visualization: recent advances and challenges},
journal = {Vis. Comput.},
volume = {30},
number = {12},
pages = {1373--1393},
year = {2014},
url = {https://doi.org/10.1007/s00371-013-0892-3},
doi = {10.1007/S00371-013-0892-3},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vc/LiuCWL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apvis/CuiWLRMMG14,
author = {Weiwei Cui and
Xiting Wang and
Shixia Liu and
Nathalie Henry Riche and
Tara M. Madhyastha and
Kwan{-}Liu Ma and
Baining Guo},
editor = {Issei Fujishiro and
Ulrik Brandes and
Hans Hagen and
Shigeo Takahashi},
title = {Let It Flow: {A} Static Method for Exploring Dynamic Graphs},
booktitle = {{IEEE} Pacific Visualization Symposium, PacificVis 2014, Yokohama,
Japan, March 4-7, 2014},
pages = {121--128},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/PacificVis.2014.48},
doi = {10.1109/PACIFICVIS.2014.48},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/apvis/CuiWLRMMG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeevast/LiuWCZG14,
author = {Shixia Liu and
Xiting Wang and
Jianfei Chen and
Jim Zhu and
Baining Guo},
editor = {Min Chen and
David S. Ebert and
Chris North},
title = {TopicPanorama: {A} full picture of relevant topics},
booktitle = {9th {IEEE} Conference on Visual Analytics Science and Technology,
{IEEE} {VAST} 2014, Paris, France, October 25-31, 2014},
pages = {183--192},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/VAST.2014.7042494},
doi = {10.1109/VAST.2014.7042494},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ieeevast/LiuWCZG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/SongCLW14,
author = {Yang Song and
Weiwei Cui and
Shixia Liu and
Kuansan Wang},
editor = {Chin{-}Wan Chung and
Andrei Z. Broder and
Kyuseok Shim and
Torsten Suel},
title = {Online behavioral genome sequencing from usage logs: decoding the
search behaviors},
booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
of Korea, April 7-11, 2014, Companion Volume},
pages = {91--94},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2567948.2577015},
doi = {10.1145/2567948.2577015},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/SongCLW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Yangqiu Song and
Shimei Pan and
Shixia Liu and
Furu Wei and
Michelle X. Zhou and
Weihong Qian},
title = {Constrained Text Coclustering with Supervised and Unsupervised Constraints},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {25},
number = {6},
pages = {1227--1239},
year = {2013},
url = {https://doi.org/10.1109/TKDE.2012.45},
doi = {10.1109/TKDE.2012.45},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/SongPLWZQ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tvcg/WuLLM13,
author = {Yingcai Wu and
Xiaotong Liu and
Shixia Liu and
Kwan{-}Liu Ma},
title = {ViSizer: {A} Visualization Resizing Framework},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {19},
number = {2},
pages = {278--290},
year = {2013},
url = {https://doi.org/10.1109/TVCG.2012.114},
doi = {10.1109/TVCG.2012.114},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/WuLLM13.bib},
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@article{DBLP:journals/tvcg/YangLZYZBL13,
author = {Jing Yang and
Yujie Liu and
Xin Zhang and
Xiaoru Yuan and
Ye Zhao and
Scott Barlowe and
Shixia Liu},
title = {{PIWI:} Visually Exploring Graphs Based on Their Community Structure},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {19},
number = {6},
pages = {1034--1047},
year = {2013},
url = {https://doi.org/10.1109/TVCG.2012.172},
doi = {10.1109/TVCG.2012.172},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/YangLZYZBL13.bib},
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}
@article{DBLP:journals/tvcg/XuWWPLZQ13,
author = {Panpan Xu and
Yingcai Wu and
Enxun Wei and
Tai{-}Quan Peng and
Shixia Liu and
Jonathan J. H. Zhu and
Huamin Qu},
title = {Visual Analysis of Topic Competition on Social Media},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {19},
number = {12},
pages = {2012--2021},
year = {2013},
url = {https://doi.org/10.1109/TVCG.2013.221},
doi = {10.1109/TVCG.2013.221},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/XuWWPLZQ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/LiuWWLL13,
author = {Shixia Liu and
Yingcai Wu and
Enxun Wei and
Mengchen Liu and
Yang Liu},
title = {StoryFlow: Tracking the Evolution of Stories},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {19},
number = {12},
pages = {2436--2445},
year = {2013},
url = {https://doi.org/10.1109/TVCG.2013.196},
doi = {10.1109/TVCG.2013.196},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/LiuWWLL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KimZCOL13,
author = {Suin Kim and
Jianwen Zhang and
Zheng Chen and
Alice Oh and
Shixia Liu},
editor = {Marie desJardins and
Michael L. Littman},
title = {A Hierarchical Aspect-Sentiment Model for Online Reviews},
booktitle = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial
Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}},
pages = {526--533},
publisher = {{AAAI} Press},
year = {2013},
url = {https://doi.org/10.1609/aaai.v27i1.8700},
doi = {10.1609/AAAI.V27I1.8700},
timestamp = {Mon, 04 Sep 2023 15:56:33 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KimZCOL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/cikm/WuSLHL13,
author = {Fangzhao Wu and
Yangqiu Song and
Shixia Liu and
Yongfeng Huang and
Zhenyu Liu},
editor = {Qi He and
Arun Iyengar and
Wolfgang Nejdl and
Jian Pei and
Rajeev Rastogi},
title = {Lead-lag analysis via sparse co-projection in correlated text streams},
booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
pages = {2069--2078},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2505515.2505554},
doi = {10.1145/2505515.2505554},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/WuSLHL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/PanZSQ0L13,
author = {Shimei Pan and
Michelle X. Zhou and
Yangqiu Song and
Weihong Qian and
Fei Wang and
Shixia Liu},
editor = {Jihie Kim and
Jeffrey Nichols and
Pedro A. Szekely},
title = {Optimizing temporal topic segmentation for intelligent text visualization},
booktitle = {18th International Conference on Intelligent User Interfaces, {IUI}
2013, Santa Monica, CA, USA, March 19-22, 2013},
pages = {339--350},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2449396.2449441},
doi = {10.1145/2449396.2449441},
timestamp = {Sun, 26 Nov 2023 00:57:51 +0100},
biburl = {https://dblp.org/rec/conf/iui/PanZSQ0L13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangLSG13,
author = {Xiting Wang and
Shixia Liu and
Yangqiu Song and
Baining Guo},
editor = {Inderjit S. Dhillon and
Yehuda Koren and
Rayid Ghani and
Ted E. Senator and
Paul Bradley and
Rajesh Parekh and
Jingrui He and
Robert L. Grossman and
Ramasamy Uthurusamy},
title = {Mining evolutionary multi-branch trees from text streams},
booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
pages = {722--730},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487575.2487603},
doi = {10.1145/2487575.2487603},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangLSG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Jamal Alsakran and
Yang Chen and
Dongning Luo and
Ye Zhao and
Jing Yang and
Wenwen Dou and
Shixia Liu},
title = {Real-Time Visualization of Streaming Text with a Force-Based Dynamic
System},
journal = {{IEEE} Computer Graphics and Applications},
volume = {32},
number = {1},
pages = {34--45},
year = {2012},
url = {https://doi.org/10.1109/MCG.2011.91},
doi = {10.1109/MCG.2011.91},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cga/AlsakranCLZYDL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cga/TanSLX12,
author = {Li Tan and
Yangqiu Song and
Shixia Liu and
Lexing Xie},
title = {ImageHive: Interactive Content-Aware Image Summarization},
journal = {{IEEE} Computer Graphics and Applications},
volume = {32},
number = {1},
pages = {46--55},
year = {2012},
url = {https://doi.org/10.1109/MCG.2011.89},
doi = {10.1109/MCG.2011.89},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cga/TanSLX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Shixia Liu and
Michelle X. Zhou and
Giuseppe Carenini and
Huamin Qu},
title = {Introduction to the Special Section on Intelligent Visual Interfaces
for Text Analysis},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {3},
number = {2},
pages = {19:1--19:3},
year = {2012},
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doi = {10.1145/2089094.2089095},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/LiuZCQ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tist/LiuZPSQCL12,
author = {Shixia Liu and
Michelle X. Zhou and
Shimei Pan and
Yangqiu Song and
Weihong Qian and
Weijia Cai and
Xiaoxiao Lian},
title = {{TIARA:} Interactive, Topic-Based Visual Text Summarization and Analysis},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {3},
number = {2},
pages = {25:1--25:28},
year = {2012},
url = {https://doi.org/10.1145/2089094.2089101},
doi = {10.1145/2089094.2089101},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/LiuZPSQCL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tvcg/CaoLSLLQ12,
author = {Nan Cao and
Yu{-}Ru Lin and
Xiaohua Sun and
David Lazer and
Shixia Liu and
Huamin Qu},
title = {Whisper: Tracing the Spatiotemporal Process of Information Diffusion
in Real Time},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {18},
number = {12},
pages = {2649--2658},
year = {2012},
url = {https://doi.org/10.1109/TVCG.2012.291},
doi = {10.1109/TVCG.2012.291},
timestamp = {Sat, 16 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/CaoLSLLQ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tvcg/ShiCLXCQ12,
author = {Conglei Shi and
Weiwei Cui and
Shixia Liu and
Panpan Xu and
Wei Chen and
Huamin Qu},
title = {RankExplorer: Visualization of Ranking Changes in Large Time Series
Data},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {18},
number = {12},
pages = {2669--2678},
year = {2012},
url = {https://doi.org/10.1109/TVCG.2012.253},
doi = {10.1109/TVCG.2012.253},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/ShiCLXCQ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/chi/HuLWWSM12,
author = {Mengdie Hu and
Shixia Liu and
Furu Wei and
Yingcai Wu and
John T. Stasko and
Kwan{-}Liu Ma},
editor = {Joseph A. Konstan and
Ed H. Chi and
Kristina H{\"{o}}{\"{o}}k},
title = {Breaking news on twitter},
booktitle = {{CHI} Conference on Human Factors in Computing Systems, {CHI} '12,
Austin, TX, {USA} - May 05 - 10, 2012},
pages = {2751--2754},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2207676.2208672},
doi = {10.1145/2207676.2208672},
timestamp = {Tue, 01 Jun 2021 15:21:43 +0200},
biburl = {https://dblp.org/rec/conf/chi/HuLWWSM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/kdd/LiuSLW12,
author = {Xueqing Liu and
Yangqiu Song and
Shixia Liu and
Haixun Wang},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Automatic taxonomy construction from keywords},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {1433--1441},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339754},
doi = {10.1145/2339530.2339754},
timestamp = {Fri, 31 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LiuSLW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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editor = {Huamin Qu and
Wei Chen and
Philip T. Cox and
Shixia Liu},
title = {The International Symposium on Visual Information Communication and
Interaction, {VINCI} '12, Hangzhou, China - September 27 - 28, 2012},
publisher = {{ACM}},
year = {2012},
url = {http://dl.acm.org/citation.cfm?id=2397696},
isbn = {978-1-4503-1782-5},
timestamp = {Fri, 16 Nov 2012 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vinci/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/cgf/WuPWLM11,
author = {Yingcai Wu and
Thomas Provan and
Furu Wei and
Shixia Liu and
Kwan{-}Liu Ma},
title = {Semantic-Preserving Word Clouds by Seam Carving},
journal = {Comput. Graph. Forum},
volume = {30},
number = {3},
pages = {741--750},
year = {2011},
url = {https://doi.org/10.1111/j.1467-8659.2011.01923.x},
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timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cgf/WuPWLM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tvcg/CuiLTSSGQT11,
author = {Weiwei Cui and
Shixia Liu and
Li Tan and
Conglei Shi and
Yangqiu Song and
Zekai Gao and
Huamin Qu and
Xin Tong},
title = {TextFlow: Towards Better Understanding of Evolving Topics in Text},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {17},
number = {12},
pages = {2412--2421},
year = {2011},
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doi = {10.1109/TVCG.2011.239},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/CuiLTSSGQT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icdm/GaoSLWWCC11,
author = {Zekai Gao and
Yangqiu Song and
Shixia Liu and
Haixun Wang and
Hao Wei and
Yang Chen and
Weiwei Cui},
editor = {Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Tracking and Connecting Topics via Incremental Hierarchical Dirichlet
Processes},
booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
Vancouver, BC, Canada, December 11-14, 2011},
pages = {1056--1061},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDM.2011.148},
doi = {10.1109/ICDM.2011.148},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GaoSLWWCC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Weiwei Cui and
Yingcai Wu and
Shixia Liu and
Furu Wei and
Michelle X. Zhou and
Huamin Qu},
title = {Context-Preserving, Dynamic Word Cloud Visualization},
journal = {{IEEE} Computer Graphics and Applications},
volume = {30},
number = {6},
pages = {42--53},
year = {2010},
url = {https://doi.org/10.1109/MCG.2010.102},
doi = {10.1109/MCG.2010.102},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cga/CuiWLWZQ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/jasis/WeiLL10,
author = {Furu Wei and
Wenjie Li and
Shixia Liu},
title = {iRANK: {A} rank-learn-combine framework for unsupervised ensemble
ranking},
journal = {J. Assoc. Inf. Sci. Technol.},
volume = {61},
number = {6},
pages = {1232--1243},
year = {2010},
url = {https://doi.org/10.1002/asi.21296},
doi = {10.1002/ASI.21296},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jasis/WeiLL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tvcg/WuWLACZQ10,
author = {Yingcai Wu and
Furu Wei and
Shixia Liu and
Norman Au and
Weiwei Cui and
Hong Zhou and
Huamin Qu},
title = {OpinionSeer: Interactive Visualization of Hotel Customer Feedback},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {16},
number = {6},
pages = {1109--1118},
year = {2010},
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doi = {10.1109/TVCG.2010.183},
timestamp = {Fri, 20 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/WuWLACZQ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tvcg/CaoSLGLQ10,
author = {Nan Cao and
Jimeng Sun and
Yu{-}Ru Lin and
David Gotz and
Shixia Liu and
Huamin Qu},
title = {FacetAtlas: Multifaceted Visualization for Rich Text Corpora},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {16},
number = {6},
pages = {1172--1181},
year = {2010},
url = {https://doi.org/10.1109/TVCG.2010.154},
doi = {10.1109/TVCG.2010.154},
timestamp = {Sat, 16 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/CaoSLGLQ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/aaai/SongPLWZQ10,
author = {Yangqiu Song and
Shimei Pan and
Shixia Liu and
Furu Wei and
Michelle X. Zhou and
Weihong Qian},
editor = {Maria Fox and
David Poole},
title = {Constrained Coclustering for Textual Documents},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {581--586},
publisher = {{AAAI} Press},
year = {2010},
url = {https://doi.org/10.1609/aaai.v24i1.7680},
doi = {10.1609/AAAI.V24I1.7680},
timestamp = {Mon, 04 Sep 2023 16:23:45 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SongPLWZQ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apvis/CuiWLWZQ10,
author = {Weiwei Cui and
Yingcai Wu and
Shixia Liu and
Furu Wei and
Michelle X. Zhou and
Huamin Qu},
title = {Context preserving dynamic word cloud visualization},
booktitle = {{IEEE} Pacific Visualization Symposium PacificVis 2010, Taipei, Taiwan,
March 2-5, 2010},
pages = {121--128},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/PACIFICVIS.2010.5429600},
doi = {10.1109/PACIFICVIS.2010.5429600},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/apvis/CuiWLWZQ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeevast/ShiWLTLZ10,
author = {Lei Shi and
Furu Wei and
Shixia Liu and
Li Tan and
Xiaoxiao Lian and
Michelle X. Zhou},
title = {Understanding text corpora with multiple facets},
booktitle = {5th {IEEE} Conference on Visual Analytics Science and Technology,
{IEEE} {VAST} 2010, Salt Lake City, UT, USA, October 24-29, 2010,
part of VisWeek 2010},
pages = {99--106},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/VAST.2010.5652931},
doi = {10.1109/VAST.2010.5652931},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieeevast/ShiWLTLZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/LiuZCQ10,
author = {Shixia Liu and
Michelle X. Zhou and
Giuseppe Carenini and
Huamin Qu},
editor = {Charles Rich and
Qiang Yang and
Marc Cavazza and
Michelle X. Zhou},
title = {Workshop on intelligent visual interfaces for text analysis},
booktitle = {Proceedings of the 15th International Conference on Intelligent User
Interfaces, {IUI} 2010, Hong Kong, China, February 7-10, 2010},
pages = {439--440},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1719970.1720062},
doi = {10.1145/1719970.1720062},
timestamp = {Tue, 06 Nov 2018 11:07:41 +0100},
biburl = {https://dblp.org/rec/conf/iui/LiuZCQ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WeiLSPZQSTZ10,
author = {Furu Wei and
Shixia Liu and
Yangqiu Song and
Shimei Pan and
Michelle X. Zhou and
Weihong Qian and
Lei Shi and
Li Tan and
Qiang Zhang},
editor = {Bharat Rao and
Balaji Krishnapuram and
Andrew Tomkins and
Qiang Yang},
title = {{TIARA:} a visual exploratory text analytic system},
booktitle = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28,
2010},
pages = {153--162},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1835804.1835827},
doi = {10.1145/1835804.1835827},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WeiLSPZQSTZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangSZL10,
author = {Jianwen Zhang and
Yangqiu Song and
Changshui Zhang and
Shixia Liu},
editor = {Bharat Rao and
Balaji Krishnapuram and
Andrew Tomkins and
Qiang Yang},
title = {Evolutionary hierarchical dirichlet processes for multiple correlated
time-varying corpora},
booktitle = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28,
2010},
pages = {1079--1088},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1835804.1835940},
doi = {10.1145/1835804.1835940},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhangSZL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LinSCL10,
author = {Yu{-}Ru Lin and
Jimeng Sun and
Nan Cao and
Shixia Liu},
title = {ContexTour: Contextual Contour Analysis on Dynamic Multi-relational
Clustering},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2010, April 29 - May 1, 2010, Columbus, Ohio, {USA}},
pages = {418--429},
publisher = {{SIAM}},
year = {2010},
url = {https://doi.org/10.1137/1.9781611972801.37},
doi = {10.1137/1.9781611972801.37},
timestamp = {Sat, 16 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LinSCL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/BalakrishnanCHHKLPPPRSSTVY10,
author = {Sreeram Balakrishnan and
Vivian Chu and
Mauricio A. Hern{\'{a}}ndez and
Howard Ho and
Rajasekar Krishnamurthy and
Shixia Liu and
Jan Pieper and
Jeffrey S. Pierce and
Lucian Popa and
Christine Robson and
Lei Shi and
Ioana Roxana Stanoi and
Edison L. Ting and
Shivakumar Vaithyanathan and
Huahai Yang},
editor = {Ahmed K. Elmagarmid and
Divyakant Agrawal},
title = {Midas: integrating public financial data},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2010, Indianapolis, Indiana, USA, June 6-10, 2010},
pages = {1187--1190},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1807167.1807315},
doi = {10.1145/1807167.1807315},
timestamp = {Thu, 11 Mar 2021 15:20:15 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/BalakrishnanCHHKLPPPRSSTVY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apvis/ShiCLQTWSL09,
author = {Lei Shi and
Nan Cao and
Shixia Liu and
Weihong Qian and
Li Tan and
Guodong Wang and
Jimeng Sun and
Ching{-}Yung Lin},
editor = {Peter Eades and
Thomas Ertl and
Han{-}Wei Shen},
title = {HiMap: Adaptive visualization of large-scale online social networks},
booktitle = {{IEEE} Pacific Visualization Symposium PacificVis 2009, Beijing, China,
April 20-23, 2009},
pages = {41--48},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/PACIFICVIS.2009.4906836},
doi = {10.1109/PACIFICVIS.2009.4906836},
timestamp = {Mon, 18 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/apvis/ShiCLQTWSL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiuZPQCL09,
author = {Shixia Liu and
Michelle X. Zhou and
Shimei Pan and
Weihong Qian and
Weijia Cai and
Xiaoxiao Lian},
editor = {David Wai{-}Lok Cheung and
Il{-}Yeol Song and
Wesley W. Chu and
Xiaohua Hu and
Jimmy Lin},
title = {Interactive, topic-based visual text summarization and analysis},
booktitle = {Proceedings of the 18th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2009, Hong Kong, China, November 2-6, 2009},
pages = {543--552},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1645953.1646023},
doi = {10.1145/1645953.1646023},
timestamp = {Fri, 27 Aug 2021 11:13:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiuZPQCL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SongPLZQ09,
author = {Yangqiu Song and
Shimei Pan and
Shixia Liu and
Michelle X. Zhou and
Weihong Qian},
editor = {David Wai{-}Lok Cheung and
Il{-}Yeol Song and
Wesley W. Chu and
Xiaohua Hu and
Jimmy Lin},
title = {Topic and keyword re-ranking for LDA-based topic modeling},
booktitle = {Proceedings of the 18th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2009, Hong Kong, China, November 2-6, 2009},
pages = {1757--1760},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1645953.1646223},
doi = {10.1145/1645953.1646223},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/SongPLZQ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hci/BehalGKCLCQ09,
author = {Amit Behal and
Julia Grace and
Linda Kato and
Ying Chen and
Shixia Liu and
Weijia Cai and
Weihong Qian},
editor = {Gavriel Salvendy and
Michael J. Smith},
title = {{COBRA} - {A} Visualization Solution to Monitor and Analyze Consumer
Generated Medias},
booktitle = {Human Interface and the Management of Information. Information and
Interaction, Symposium on Human Interface 2009, Held as part of {HCI}
International 2009, San Diego, CA, USA, July 19-24, 2009, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5618},
pages = {229--238},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02559-4\_26},
doi = {10.1007/978-3-642-02559-4\_26},
timestamp = {Tue, 14 May 2019 10:00:43 +0200},
biburl = {https://dblp.org/rec/conf/hci/BehalGKCLCQ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LinCLPSY09,
author = {Ching{-}Yung Lin and
Nan Cao and
Shixia Liu and
Spiros Papadimitriou and
Jimeng Sun and
Xifeng Yan},
editor = {Yannis E. Ioannidis and
Dik Lun Lee and
Raymond T. Ng},
title = {SmallBlue: Social Network Analysis for Expertise Search and Collective
Intelligence},
booktitle = {Proceedings of the 25th International Conference on Data Engineering,
{ICDE} 2009, March 29 2009 - April 2 2009, Shanghai, China},
pages = {1483--1486},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDE.2009.140},
doi = {10.1109/ICDE.2009.140},
timestamp = {Mon, 18 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/LinCLPSY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SunPLCLQ09,
author = {Jimeng Sun and
Spiros Papadimitriou and
Ching{-}Yung Lin and
Nan Cao and
Shixia Liu and
Weihong Qian},
title = {MultiVis: Content-Based Social Network Exploration through Multi-way
Visual Analysis},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {1064--1075},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795.91},
doi = {10.1137/1.9781611972795.91},
timestamp = {Mon, 18 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/SunPLCLQ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apvis/LouLW08,
author = {Xinghua Lou and
Shixia Liu and
Tianshu Wang},
title = {FanLens: {A} Visual Toolkit for Dynamically Exploring the Distribution
of Hierarchical Attributes},
booktitle = {{IEEE} {VGTC} Pacific Visualization Symposium 2008, PacificVis 2008,
Kyoto, Japan, March 5-7, 2008},
pages = {151--158},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/PACIFICVIS.2008.4475471},
doi = {10.1109/PACIFICVIS.2008.4475471},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/apvis/LouLW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apvis/LiuCL08,
author = {Shixia Liu and
Nan Cao and
Hao Lv},
title = {Interactive Visual Analysis of the {NSF} Funding Information},
booktitle = {{IEEE} {VGTC} Pacific Visualization Symposium 2008, PacificVis 2008,
Kyoto, Japan, March 5-7, 2008},
pages = {183--190},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/PACIFICVIS.2008.4475475},
doi = {10.1109/PACIFICVIS.2008.4475475},
timestamp = {Sat, 16 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/apvis/LiuCL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ir/ZhangLLP07,
author = {Li Zhang and
Tao Li and
Shixia Liu and
Yue Pan},
title = {An integrated system for building enterprise taxonomies},
journal = {Inf. Retr.},
volume = {10},
number = {4-5},
pages = {365--391},
year = {2007},
url = {https://doi.org/10.1007/s10791-007-9028-6},
doi = {10.1007/S10791-007-9028-6},
timestamp = {Tue, 11 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ir/ZhangLLP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnc/HuangLW07,
author = {Ya Huang and
Shixia Liu and
Yi Wang},
editor = {Jingsheng Lei and
JingTao Yao and
Qingfu Zhang},
title = {Online Detecting and Tracking of the Evolution of User Communities},
booktitle = {Third International Conference on Natural Computation, {ICNC} 2007,
Haikou, Hainan, China, 24-27 August 2007, Volume 2},
pages = {681--685},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICNC.2007.517},
doi = {10.1109/ICNC.2007.517},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icnc/HuangLW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiuCLS06,
author = {Shixia Liu and
Nan Cao and
Hao Lv and
Hui Su},
editor = {Philip S. Yu and
Vassilis J. Tsotras and
Edward A. Fox and
Bing Liu},
title = {The visual funding navigator: analysis of the {NSF} funding information},
booktitle = {Proceedings of the 2006 {ACM} {CIKM} International Conference on Information
and Knowledge Management, Arlington, Virginia, USA, November 6-11,
2006},
pages = {882--883},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1183614.1183778},
doi = {10.1145/1183614.1183778},
timestamp = {Tue, 19 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/LiuCLS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/LiuPYL05,
author = {Shixia Liu and
Yue Pan and
Liping Yang and
Wenyin Liu},
editor = {Yanchun Zhang and
Katsumi Tanaka and
Jeffrey Xu Yu and
Shan Wang and
Minglu Li},
title = {An {LOD} Model for Graph Visualization and Its Application in Web
Navigation},
booktitle = {Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific
Web Conference, Shanghai, China, March 29 - April 1, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3399},
pages = {441--452},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/978-3-540-31849-1\_43},
doi = {10.1007/978-3-540-31849-1\_43},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/apweb/LiuPYL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhangLPY04,
author = {Li Zhang and
Shixia Liu and
Yue Pan and
Liping Yang},
editor = {David A. Grossman and
Luis Gravano and
ChengXiang Zhai and
Otthein Herzog and
David A. Evans},
title = {InfoAnalyzer: a computer-aided tool for building enterprise taxonomies},
booktitle = {Proceedings of the 2004 {ACM} {CIKM} International Conference on Information
and Knowledge Management, Washington, DC, USA, November 8-13, 2004},
pages = {477--483},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1031171.1031263},
doi = {10.1145/1031171.1031263},
timestamp = {Tue, 11 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhangLPY04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/LiuY03,
author = {Shixia Liu and
Liping Yang},
title = {Tme: An XML-Based Information Extraction System},
booktitle = {{ICEIS} 2003, Proceedings of the 5th International Conference on Enterprise
Information Systems, Angers, France, April 22-26, 2003},
pages = {294--299},
year = {2003},
timestamp = {Thu, 02 Feb 2017 12:57:29 +0100},
biburl = {https://dblp.org/rec/conf/iceis/LiuY03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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