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Kwan-Liu Ma
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2020 – today
- 2023
- [j165]Kwan-Liu Ma
:
Pushing Visualization Research Frontiers: Essential Topics Not Addressed by Machine Learning. IEEE Computer Graphics and Applications 43(1): 97-102 (2023) - [j164]David Bauer, Qi Wu, Kwan-Liu Ma:
FoVolNet: Fast Volume Rendering using Foveated Deep Neural Networks. IEEE Trans. Vis. Comput. Graph. 29(1): 515-525 (2023) - [j163]Tyson Neuroth
, Martin Rieth, Aditya Konduri, Myoungkyu Lee
, Jacqueline H. Chen, Kwan-Liu Ma
:
Level Set Restricted Voronoi Tessellation for Large scale Spatial Statistical Analysis. IEEE Trans. Vis. Comput. Graph. 29(1): 548-558 (2023) - [j162]Xiaoyu Zhang
, Jorge Piazentin Ono, Huan Song
, Liang Gou, Kwan-Liu Ma, Liu Ren:
SliceTeller: A Data Slice-Driven Approach for Machine Learning Model Validation. IEEE Trans. Vis. Comput. Graph. 29(1): 842-852 (2023) - [j161]Jian Zhao
, Shenyu Xu
, Senthil K. Chandrasegaran
, Chris Bryan
, Fan Du, Aditi Mishra, Xin Qian, Yiran Li, Kwan-Liu Ma
:
ChartStory: Automated Partitioning, Layout, and Captioning of Charts into Comic-Style Narratives. IEEE Trans. Vis. Comput. Graph. 29(2): 1384-1399 (2023) - [j160]Suraj P. Kesavan
, Harsh Bhatia
, Abhinav Bhatele
, Stephanie Brink
, Olga Pearce, Todd Gamblin, Peer-Timo Bremer
, Kwan-Liu Ma
:
Scalable Comparative Visualization of Ensembles of Call Graphs. IEEE Trans. Vis. Comput. Graph. 29(3): 1691-1704 (2023) - [j159]Chaoqing Xu
, Tyson Neuroth
, Takanori Fujiwara
, Ronghua Liang
, Kwan-Liu Ma
:
A Predictive Visual Analytics System for Studying Neurodegenerative Disease Based on DTI Fiber Tracts. IEEE Trans. Vis. Comput. Graph. 29(4): 2020-2035 (2023) - [j158]Yiran Li, Junpeng Wang
, Xin Dai, Liang Wang, Chin-Chia Michael Yeh, Yan Zheng, Wei Zhang, Kwan-Liu Ma:
How Does Attention Work in Vision Transformers? A Visual Analytics Attempt. IEEE Trans. Vis. Comput. Graph. 29(6): 2888-2900 (2023) - [c270]Xiaoyu Zhang
, Jianping Kevin Li, Po-Wei Chi
, Senthil K. Chandrasegaran
, Kwan-Liu Ma
:
ConceptEVA: Concept-Based Interactive Exploration and Customization of Document Summaries. CHI 2023: 204:1-204:16 - [c269]Fei Xue
, Rongchen Guo
, Siyuan Yao
, Luxin Wang
, Kwan-Liu Ma
:
From Artifacts to Outcomes: Comparison of HMD VR, Desktop, and Slides Lectures for Food Microbiology Laboratory Instruction. CHI 2023: 446:1-446:17 - [i60]Xiwei Xuan, Ziquan Deng, Hsuan-Tien Lin, Zhaodan Kong, Kwan-Liu Ma:
SUNY: A Visual Interpretation Framework for Convolutional Neural Networks from a Necessary and Sufficient Perspective. CoRR abs/2303.00244 (2023) - [i59]Yiran Li, Junpeng Wang, Takanori Fujiwara, Kwan-Liu Ma:
Visual Analytics of Neuron Vulnerability to Adversarial Attacks on Convolutional Neural Networks. CoRR abs/2303.02814 (2023) - [i58]Hsiao-Ying Lu, Takanori Fujiwara, Ming-Yi Chang, Yang-chih Fu, Anders Ynnerman, Kwan-Liu Ma:
Visual Analytics of Multivariate Networks with Representation Learning and Composite Variable Construction. CoRR abs/2303.09590 (2023) - [i57]Yiran Li, Junpeng Wang, Xin Dai, Liang Wang, Chin-Chia Michael Yeh, Yan Zheng, Wei Zhang, Kwan-Liu Ma:
How Does Attention Work in Vision Transformers? A Visual Analytics Attempt. CoRR abs/2303.13731 (2023) - [i56]Xiaoyu Zhang, Xiwei Xuan, Alden Dima, Thurston Sexton, Kwan-Liu Ma:
LabelVizier: Interactive Validation and Relabeling for Technical Text Annotations. CoRR abs/2303.17820 (2023) - [i55]Xiaoyu Zhang, Jianping Kelvin Li, Po-Wei Chi, Senthil K. Chandrasegaran, Kwan-Liu Ma:
ConceptEVA: Concept-Based Interactive Exploration and Customization of Document Summaries. CoRR abs/2303.17826 (2023) - [i54]Qi Wu, David Bauer, Yuyang Chen, Kwan-Liu Ma:
HyperINR: A Fast and Predictive Hypernetwork for Implicit Neural Representations via Knowledge Distillation. CoRR abs/2304.04188 (2023) - [i53]David Bauer, Qi Wu, Kwan-Liu Ma:
Photon Field Networks for Dynamic Real-Time Volumetric Global Illumination. CoRR abs/2304.07338 (2023) - [i52]Fei Xue, Rongchen Guo, Siyuan Yao, Luxin Wang, Kwan-Liu Ma:
From Artifacts to Outcomes: Comparison of HMD VR, Desktop, and Slides Lectures for Food Microbiology Laboratory Instruction. CoRR abs/2304.09661 (2023) - [i51]Qi Wu, Joseph A. Insley, Victor A. Mateevitsi, Silvio Rizzi, Michael E. Papka, Kwan-Liu Ma:
Distributed Neural Representation for Reactive in situ Visualization. CoRR abs/2304.10516 (2023) - 2022
- [j157]Takanori Fujiwara, Jian Zhao, Francine Chen, Yaoliang Yu, Kwan-Liu Ma:
Network Comparison with Interpretable Contrastive Network Representation Learning. J. Data Sci. Stat. Vis. 2(5) (2022) - [j156]Takanori Fujiwara
, Xinhai Wei, Jian Zhao, Kwan-Liu Ma:
Interactive Dimensionality Reduction for Comparative Analysis. IEEE Trans. Vis. Comput. Graph. 28(1): 758-768 (2022) - [j155]Xiwei Xuan, Xiaoyu Zhang
, Oh-Hyun Kwon, Kwan-Liu Ma:
VAC-CNN: A Visual Analytics System for Comparative Studies of Deep Convolutional Neural Networks. IEEE Trans. Vis. Comput. Graph. 28(6): 2326-2337 (2022) - [j154]Shilpika, Takanori Fujiwara
, Naohisa Sakamoto
, Jorji Nonaka
, Kwan-Liu Ma:
A Visual Analytics Approach for Hardware System Monitoring with Streaming Functional Data Analysis. IEEE Trans. Vis. Comput. Graph. 28(6): 2338-2349 (2022) - [j153]Xumeng Wang
, Chris Bryan
, Yiran Li, Rusheng Pan, Yanling Liu, Wei Chen
, Kwan-Liu Ma
:
Umbra: A Visual Analysis Approach for Defense Construction Against Inference Attacks on Sensitive Information. IEEE Trans. Vis. Comput. Graph. 28(7): 2776-2790 (2022) - [c268]Yun-Hsin Kuo, Takanori Fujiwara, Charles C.-K. Chou, Chun-Houh Chen, Kwan-Liu Ma:
A Machine-learning-Aided Visual Analysis Workflow for Investigating Air Pollution Data. PacificVis 2022: 91-100 - [c267]Shilpika, Bethany Lusch
, Murali Emani, Filippo Simini, Venkatram Vishwanath, Michael E. Papka, Kwan-Liu Ma:
Toward an In-Depth Analysis of Multifidelity High Performance Computing Systems. CCGRID 2022: 716-725 - [c266]Qi Wu, Michael J. Doyle, Kwan-Liu Ma:
A Flexible Data Streaming Design for Interactive Visualization of Large-Scale Volume Data. EGPGV@EuroVis 2022: 37-47 - [c265]Qi Wu, Joseph A. Insley, Victor A. Mateevitsi, Silvio Rizzi, Kwan-Liu Ma:
Distributed Volumetric Neural Representation for in situ Visualization and Analysis. LDAV 2022: 1-2 - [i50]Yun-Hsin Kuo, Takanori Fujiwara, Charles C.-K. Chou, Chun-Houh Chen, Kwan-Liu Ma:
A Machine-Learning-Aided Visual Analysis Workflow for Investigating Air Pollution Data. CoRR abs/2202.05413 (2022) - [i49]Takanori Fujiwara, Yun-Hsin Kuo, Anders Ynnerman, Kwan-Liu Ma:
Feature Learning for Dimensionality Reduction toward Maximal Extraction of Hidden Patterns. CoRR abs/2206.13891 (2022) - [i48]Qi Wu, Michael J. Doyle, David Bauer, Kwan-Liu Ma:
Instant Neural Representation for Interactive Volume Rendering. CoRR abs/2207.11620 (2022) - [i47]Tyson Neuroth, Martin Rieth, Aditya Konduri, Myoungkyu Lee, Jacqueline H. Chen, Kwan-Liu Ma:
Level Set Restricted Voronoi Tessellation for Large scale Spatial Statistical Analysis. CoRR abs/2208.06970 (2022) - [i46]David Bauer, Qi Wu, Kwan-Liu Ma:
FoVolNet: Fast Volume Rendering using Foveated Deep Neural Networks. CoRR abs/2209.09965 (2022) - [i45]Stefan Zellmann, Qi Wu, Alper Sahistan, Kwan-Liu Ma, Ingo Wald:
Beyond ExaBricks: GPU Volume Path Tracing of AMR Data. CoRR abs/2211.09997 (2022) - 2021
- [j152]Jingming Hu, Tuan Tran Chu, Seok-Hee Hong, Jialu Chen, Amyra Meidiana, Marnijati Torkel, Peter Eades, Kwan-Liu Ma:
BC tree-based spectral sampling for big complex network visualization. Appl. Netw. Sci. 6(1): 60 (2021) - [j151]Jianping Kelvin Li, Kwan-Liu Ma:
P6: A Declarative Language for Integrating Machine Learning in Visual Analytics. IEEE Trans. Vis. Comput. Graph. 27(2): 380-389 (2021) - [j150]Tarik Crnovrsanin, Shilpika, Senthil K. Chandrasegaran
, Kwan-Liu Ma:
Staged Animation Strategies for Online Dynamic Networks. IEEE Trans. Vis. Comput. Graph. 27(2): 539-549 (2021) - [j149]Keshav Dasu, Kwan-Liu Ma, Joyce Ma, Jennifer Frazier:
Sea of Genes: A Reflection on Visualising Metagenomic Data for Museums. IEEE Trans. Vis. Comput. Graph. 27(2): 935-945 (2021) - [j148]Takanori Fujiwara
, Shilpika, Naohisa Sakamoto, Jorji Nonaka
, Keiji Yamamoto, Kwan-Liu Ma:
A Visual Analytics Framework for Reviewing Multivariate Time-Series Data with Dimensionality Reduction. IEEE Trans. Vis. Comput. Graph. 27(2): 1601-1611 (2021) - [j147]Huu Tan Nguyen
, Abhinav Bhatele
, Nikhil Jain, Suraj P. Kesavan
, Harsh Bhatia
, Todd Gamblin, Kwan-Liu Ma
, Peer-Timo Bremer
:
Visualizing Hierarchical Performance Profiles of Parallel Codes Using CallFlow. IEEE Trans. Vis. Comput. Graph. 27(4): 2455-2468 (2021) - [c264]Junhua Lu, Wei Chen, Hui Ye, Jie Wang, Honghui Mei, Yuhui Gu, Yingcai Wu, Xiaolong Luke Zhang
, Kwan-Liu Ma:
Automatic Generation of Unit Visualization-based Scrollytelling for Impromptu Data Facts Delivery. PacificVis 2021: 21-30 - [c263]Xiaoyu Zhang
, Takanori Fujiwara
, Senthil K. Chandrasegaran
, Michael P. Brundage, Thurston Sexton, Alden Dima, Kwan-Liu Ma:
A Visual Analytics Approach for the Diagnosis of Heterogeneous and Multidimensional Machine Maintenance Data. PacificVis 2021: 196-205 - [c262]Namitha V. Benjamin, Robert D. Boutin, Abhijit J. Chaudhari, Kwan-Liu Ma:
Genetic Algorithm based L4 Identification and Psoas Segmentation. BIOIMAGING 2021: 120-127 - [c261]Xiaoyu Zhang
, Senthil K. Chandrasegaran
, Kwan-Liu Ma:
ConceptScope: Organizing and Visualizing Knowledge in Documents based on Domain Ontology. CHI 2021: 19:1-19:13 - [c260]Lukas Maximilian Masopust, David Bauer, Siyuan Yao, Kwan-Liu Ma:
A Comparison of the Fatigue Progression of Eye-Tracked and Motion-Controlled Interaction in Immersive Space. ISMAR 2021: 460-469 - [c259]Kwan-Liu Ma:
Intelligent Visualization Interfaces. IUI 2021: 2-3 - [c258]Yiran Li, Erin Musabandesu, Takanori Fujiwara
, Frank J. Loge, Kwan-Liu Ma:
A Visual Analytics System for Water Distribution System Optimization. IEEE VIS (Short Papers) 2021: 126-130 - [i44]Jian Zhao, Shenyu Xu, Senthil K. Chandrasegaran, Chris Bryan, Fan Du, Aditi Mishra, Xin Qian, Yiran Li, Kwan-Liu Ma:
ChartStory: Automated Partitioning, Layout, and Captioning of Charts into Comic-Style Narratives. CoRR abs/2103.03996 (2021) - [i43]Takanori Fujiwara, Xinhai Wei, Jian Zhao, Kwan-Liu Ma:
Interactive Dimensionality Reduction for Comparative Analysis. CoRR abs/2106.15481 (2021) - [i42]Yiran Li, Erin Musabandesu, Takanori Fujiwara, Frank J. Loge, Kwan-Liu Ma:
A Visual Analytics System for Water Distribution System Optimization. CoRR abs/2108.12540 (2021) - [i41]Oh-Hyun Kwon, Chiun-How Kao, Chun-Houh Chen, Kwan-Liu Ma:
A Deep Generative Model for Matrix Reordering. CoRR abs/2110.04971 (2021) - [i40]Xiwei Xuan, Xiaoyu Zhang, Oh-Hyun Kwon, Kwan-Liu Ma:
CNNC: A Visual Analytics System for Comparative Studies of Deep Convolutional Neural Networks. CoRR abs/2110.13252 (2021) - [i39]David Bauer, Chengbo Zheng, Oh-Hyun Kwon, Kwan-Liu Ma:
A Multi-Layout Approach to Immersive Visualization of Network Data. CoRR abs/2112.10272 (2021) - 2020
- [j146]Jianping Kelvin Li, Shenyu Xu
, Yecong (Chris) Ye, Kwan-Liu Ma:
Resolving Conflicting Insights in Asynchronous Collaborative Visual Analysis. Comput. Graph. Forum 39(3): 497-509 (2020) - [j145]Yi Chen, Cheng Lv, Yue Li, Wei Chen, Kwan-Liu Ma:
Ordered matrix representation supporting the visual analysis of associated data. Sci. China Inf. Sci. 63(8): 1-3 (2020) - [j144]Hank Childs, Sean Ahern, James P. Ahrens, Andrew C. Bauer, Janine Bennett, E. Wes Bethel, Peer-Timo Bremer, Eric Brugger, Joseph Cottam, Matthieu Dorier, Soumya Dutta
, Jean M. Favre, Thomas Fogal, Steffen Frey
, Christoph Garth, Berk Geveci, William F. Godoy
, Charles D. Hansen, Cyrus Harrison, Bernd Hentschel, Joseph A. Insley, Christopher R. Johnson, Scott Klasky, Aaron Knoll, James Kress, Matthew Larsen, Jay F. Lofstead, Kwan-Liu Ma, Preeti Malakar, Jeremy S. Meredith
, Kenneth Moreland, Paul A. Navrátil, Patrick O'Leary, Manish Parashar, Valerio Pascucci, John Patchett, Tom Peterka, Steve Petruzza, Norbert Podhorszki, David Pugmire, Michel E. Rasquin
, Silvio Rizzi, David H. Rogers, Sudhanshu Sane
, Franz Sauer, Robert Sisneros, Han-Wei Shen, Will Usher, Rhonda Vickery, Venkatram Vishwanath, Ingo Wald, Ruonan Wang, Gunther H. Weber
, Brad Whitlock, Matthew Wolf, Hongfeng Yu, Sean B. Ziegeler:
A terminology for in situ visualization and analysis systems. Int. J. High Perform. Comput. Appl. 34(6) (2020) - [j143]Takanori Fujiwara
, Oh-Hyun Kwon, Kwan-Liu Ma:
Supporting Analysis of Dimensionality Reduction Results with Contrastive Learning. IEEE Trans. Vis. Comput. Graph. 26(1): 45-55 (2020) - [j142]Takanori Fujiwara
, Jia-Kai Chou, Shilpika, Panpan Xu, Liu Ren, Kwan-Liu Ma:
An Incremental Dimensionality Reduction Method for Visualizing Streaming Multidimensional Data. IEEE Trans. Vis. Comput. Graph. 26(1): 418-428 (2020) - [j141]Joyce Ma, Kwan-Liu Ma, Jennifer Frazier:
Decoding a Complex Visualization in a Science Museum - An Empirical Study. IEEE Trans. Vis. Comput. Graph. 26(1): 472-481 (2020) - [j140]Oh-Hyun Kwon, Kwan-Liu Ma:
A Deep Generative Model for Graph Layout. IEEE Trans. Vis. Comput. Graph. 26(1): 665-675 (2020) - [j139]Jianping Kelvin Li, Kwan-Liu Ma:
P5: Portable Progressive Parallel Processing Pipelines for Interactive Data Analysis and Visualization. IEEE Trans. Vis. Comput. Graph. 26(1): 1151-1160 (2020) - [j138]Jianping Kelvin Li
, Kwan-Liu Ma
:
P4: Portable Parallel Processing Pipelines for Interactive Information Visualization. IEEE Trans. Vis. Comput. Graph. 26(3): 1548-1561 (2020) - [j137]Yucong Chris Ye, Franz Sauer, Kwan-Liu Ma, Aditya Konduri, Jacqueline Chen:
A User-Centered Design Study in Scientific Visualization Targeting Domain Experts. IEEE Trans. Vis. Comput. Graph. 26(6): 2192-2203 (2020) - [j136]Kwan-Liu Ma, Han-Wei Shen:
Foreword to the Special Issue on PacificVis 2020 Workshop on Visualization Meets AI. Vis. Informatics 4(2): 71 (2020) - [j135]Rongchen Guo, Takanori Fujiwara
, Yiran Li, Kelly M. Lima, Soman Sen, Nam K. Tran, Kwan-Liu Ma:
Comparative visual analytics for assessing medical records with sequence embedding. Vis. Informatics 4(2): 72-85 (2020) - [j134]Yiran Li, Takanori Fujiwara
, Yong K. Choi, Katherine K. Kim, Kwan-Liu Ma:
A visual analytics system for multi-model comparison on clinical data predictions. Vis. Informatics 4(2): 122-131 (2020) - [j133]Chris Bryan
, Aditi Mishra, Hidekazu Shidara, Kwan-Liu Ma:
Analyzing gaze behavior for text-embellished narrative visualizations under different task scenarios. Vis. Informatics 4(3): 41-50 (2020) - [c257]Joseph Kotlarek, Oh-Hyun Kwon, Kwan-Liu Ma, Peter Eades, Andreas Kerren, Karsten Klein, Falk Schreiber:
A Study of Mental Maps in Immersive Network Visualization. PacificVis 2020: 1-10 - [c256]Ding-Bang Chen, Chien-Hsun Lai, Yun-Hsuan Lien, Yu-Hsuan Lin, Yu-Shuen Wang, Kwan-Liu Ma:
Representing Multivariate Data by Optimal Colors to Uncover Events of Interest in Time Series Data. PacificVis 2020: 156-165 - [c255]Suraj P. Kesavan
, Takanori Fujiwara
, Jianping Kelvin Li, Caitlin Ross, Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Kwan-Liu Ma:
A Visual Analytics Framework for Reviewing Streaming Performance Data. PacificVis 2020: 206-215 - [c254]Suyun "Sandra" Bae, Oh-Hyun Kwon, Senthil K. Chandrasegaran
, Kwan-Liu Ma:
Spinneret: Aiding Creative Ideation through Non-Obvious Concept Associations. CHI 2020: 1-13 - [c253]Jingming Hu, Seok-Hee Hong, Jialu Chen, Marnijati Torkel, Peter Eades, Kwan-Liu Ma:
Connectivity-Based Spectral Sampling for Big Complex Network Visualization. COMPLEX NETWORKS (1) 2020: 237-248 - [c252]Gennady L. Andrienko, Natalia V. Andrienko, Steven Mark Drucker, Jean-Daniel Fekete, Danyel Fisher, Stratos Idreos, Tim Kraska, Guoliang Li, Kwan-Liu Ma, Jock D. Mackinlay, Antti Oulasvirta, Tobias Schreck, Heidrun Schumann, Michael Stonebraker, David Auber, Nikos Bikakis, Panos K. Chrysanthis
, George Papastefanatos, Mohamed A. Sharaf:
Big Data Visualization and Analytics: Future Research Challenges and Emerging Applications. EDBT/ICDT Workshops 2020 - [c251]Suyun "Sandra" Bae, Federico Rossi, Joshua Vander Hook, Scott Davidoff
, Kwan-Liu Ma:
A Visual Analytics Approach to Debugging Cooperative, Autonomous Multi-Robot Systems' Worldviews. IEEE VAST@IEEE VIS 2020: 24-35 - [c250]Takanori Fujiwara
, Jian Zhao, Francine Chen, Kwan-Liu Ma:
A Visual Analytics Framework for Contrastive Network Analysis. IEEE VAST@IEEE VIS 2020: 48-59 - [c249]Qi Wu
, Tyson Neuroth, Oleg Igouchkine, Aditya Konduri, Jacqueline H. Chen, Kwan-Liu Ma:
DIVA: A Declarative and Reactive Language for in situ Visualization. LDAV 2020: 1-11 - [i38]Suyun "Sandra" Bae, Oh-Hyun Kwon, Senthil K. Chandrasegaran, Kwan-Liu Ma:
Spinneret: Aiding Creative Ideation through Non-Obvious Concept Associations. CoRR abs/2001.02746 (2020) - [i37]Joseph Kotlarek, Oh-Hyun Kwon, Kwan-Liu Ma, Peter Eades, Andreas Kerren, Karsten Klein, Falk Schreiber:
A Study of Mental Maps in Immersive Network Visualization. CoRR abs/2001.06462 (2020) - [i36]Chuan Wang, Xu-Meng Wang, Kwan-Liu Ma:
Visual Summary of Value-level Feature Attribution in Prediction Classes with Recurrent Neural Networks. CoRR abs/2001.08379 (2020) - [i35]Suraj P. Kesavan, Takanori Fujiwara, Jianping Kelvin Li, Caitlin Ross, Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Kwan-Liu Ma:
A Visual Analytics Framework for Reviewing Streaming Performance Data. CoRR abs/2001.09399 (2020) - [i34]Qi Wu, Tyson Neuroth, Oleg Igouchkine, Kwan-Liu Ma, Aditya Konduri, Jacqueline H. Chen:
Diva: A Declarative and Reactive Language for In-Situ Visualization. CoRR abs/2001.11604 (2020) - [i33]Rongchen Guo, Takanori Fujiwara, Yiran Li, Kelly M. Lima, Soman Sen, Nam K. Tran, Kwan-Liu Ma:
Comparative Visual Analytics for Assessing Medical Records with Sequence Embedding. CoRR abs/2002.08356 (2020) - [i32]Yiran Li, Takanori Fujiwara, Yong K. Choi, Katherine K. Kim, Kwan-Liu Ma:
A Visual Analytics System for Multi-model Comparison on Clinical Data Predictions. CoRR abs/2002.10998 (2020) - [i31]Xiaoyu Zhang, Senthil K. Chandrasegaran, Kwan-Liu Ma:
ConceptScope: Organizing and Visualizing Knowledge in Documents based on Domain Ontology. CoRR abs/2003.05108 (2020) - [i30]Takanori Fujiwara, Jian Zhao, Francine Chen, Yaoliang Yu, Kwan-Liu Ma:
Interpretable Contrastive Learning for Networks. CoRR abs/2005.12419 (2020) - [i29]Siwei Fu, Jian Zhao, Linping Yuan, Zhicheng Liu, Kwan-Liu Ma, Huamin Qu:
ICE: Identify and Compare Event Sequence Sets through Multi-Scale Matrix and Unit Visualizations. CoRR abs/2006.12718 (2020) - [i28]Suraj P. Kesavan
, Harsh Bhatia, Abhinav Bhatele, Todd Gamblin, Peer-Timo Bremer, Kwan-Liu Ma:
Scalable Comparative Visualization of Ensembles of Call Graphs. CoRR abs/2007.01395 (2020) - [i27]Takanori Fujiwara, Jian Zhao, Francine Chen, Kwan-Liu Ma:
A Visual Analytics Framework for Contrastive Network Analysis. CoRR abs/2008.00151 (2020) - [i26]Takanori Fujiwara, Shilpika, Naohisa Sakamoto, Jorji Nonaka, Keiji Yamamoto, Kwan-Liu Ma:
A Visual Analytics Framework for Reviewing Multivariate Time-Series Data with Dimensionality Reduction. CoRR abs/2008.01645 (2020) - [i25]Jianping Kelvin Li, Kwan-Liu Ma:
P6: A Declarative Language for Integrating Machine Learning in Visual Analytics. CoRR abs/2009.01399 (2020) - [i24]Suyun "Sandra" Bae, Federico Rossi, Joshua Vander Hook, Scott Davidoff, Kwan-Liu Ma:
A Visual Analytics Approach to Debugging Cooperative, Autonomous Multi-Robot Systems' Worldviews. CoRR abs/2009.01921 (2020) - [i23]Tarik Crnovrsanin, Shilpika, Senthil K. Chandrasegaran, Kwan-Liu Ma:
Staged Animation Strategies for Online Dynamic Networks. CoRR abs/2009.02005 (2020) - [i22]Chaoqing Xu, Tyson Neuroth, Takanori Fujiwara, Ronghua Liang, Kwan-Liu Ma:
A Predictive Visual Analytics System for Studying Neurodegenerative Disease based on DTI Fiber Tracts. CoRR abs/2010.07047 (2020) - [i21]Chuan Wang, Kwan-Liu Ma:
HypperSteer: Hypothetical Steering and Data Perturbation in Sequence Prediction with Deep Learning. CoRR abs/2011.02149 (2020) - [i20]Shilpika, Takanori Fujiwara, Naohisa Sakamoto, Jorji Nonaka, Kwan-Liu Ma:
A Visual Analytics Approach to Monitor Time-Series Data with Incremental and Progressive Functional Data Analysis. CoRR abs/2011.13079 (2020) - [i19]Annie Preston, Kwan-Liu Ma:
Communicating Uncertainty and Risk in Air Quality Maps. CoRR abs/2012.11109 (2020) - [i18]Steven Chaplick, Takayuki Itoh, Giuseppe Liotta, Kwan-Liu Ma, Ignaz Rutter:
Trends and Perspectives for Graph Drawing and Network Visualization (NII Shonan Meeting 171). NII Shonan Meet. Rep. 2020 (2020)
2010 – 2019
- 2019
- [j132]Annie Preston, Maksim Gomov, Kwan-Liu Ma:
Uncertainty-Aware Visualization for Analyzing Heterogeneous Wildfire Detections. IEEE Computer Graphics and Applications 39(5): 72-82 (2019) - [j131]Jia-Kai Chou, Yang Wang, Kwan-Liu Ma:
Privacy Preserving Visualization: A Study on Event Sequence Data. Comput. Graph. Forum 38(1): 340-355 (2019) - [j130]Tyson Neuroth, Franz Sauer
, Kwan-Liu Ma
:
An Interactive Visualization System for Large Sets of Phase Space Trajectories. Comput. Graph. Forum 38(3): 297-309 (2019) - [j129]Xu-Meng Wang, Wei Chen, Jia-Kai Chou, Chris Bryan, Huihua Guan, Wenlong Chen, Rusheng Pan, Kwan-Liu Ma:
GraphProtector: A Visual Interface for Employing and Assessing Multiple Privacy Preserving Graph Algorithms. IEEE Trans. Vis. Comput. Graph. 25(1): 193-203 (2019) - [j128]Min Shih, Charles Rozhon, Kwan-Liu Ma:
A Declarative Grammar of Flexible Volume Visualization Pipelines. IEEE Trans. Vis. Comput. Graph. 25(1): 1050-1059 (2019) - [j127]Roba Binyahib
, Tom Peterka, Matthew Larsen, Kwan-Liu Ma
, Hank Childs:
A Scalable Hybrid Scheme for Ray-Casting of Unstructured Volume Data. IEEE Trans. Vis. Comput. Graph. 25(7): 2349-2361 (2019) - [j126]Bin Sheng
, Ping Li
, Chenhao Gao, Kwan-Liu Ma
:
Deep Neural Representation Guided Face Sketch Synthesis. IEEE Trans. Vis. Comput. Graph. 25(12): 3216-3230 (2019) - [c248]Tianchen Sun, Yucong Ye, Issei Fujishiro, Kwan-Liu Ma:
Collaborative Visual Analysis with Multi-level Information Sharing Using a Wall-Size Display and See-Through HMDs. PacificVis 2019: 11-20 - [c247]Tyson Neuroth, Kwan-Liu Ma:
Interactive Spatiotemporal Visualization of Phase Space Particle Trajectories Using Distance Plots. PacificVis 2019: 232-236 - [c246]Maksim Gomov, Tarik Crnovrsanin, Keshav Dasu, Kwan-Liu Ma:
An Interactive System for Exploring Historical Fire Data. PacificVis 2019: 277-281 - [c245]Senthil K. Chandrasegaran
, Chris Bryan, Hidekazu Shidara, Tung-Yen Chuang, Kwan-Liu Ma:
TalkTraces: Real-Time Capture and Visualization of Verbal Content in Meetings. CHI 2019: 577 - [c244]Amyra Meidiana, Seok-Hee Hong, Jiajun Huang, Peter Eades, Kwan-Liu Ma:
Topology-Based Spectral Sparsification. LDAV 2019: 73-82 - [c243]Shilpika, Bethany Lusch
, Murali Emani, Venkatram Vishwanath, Michael E. Papka, Kwan-Liu Ma:
MELA: A Visual Analytics Tool for Studying Multifidelity HPC System Logs. DAAC@SC 2019: 13-18 - [i17]