Loading...

Kwan-Liu Ma

Title(s)Professor, Computer Science
SchoolUniversity of California, Davis
Phone530-752-6958
vCardDownload vCard

    Collapse Bibliographic 
    Collapse Publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help.
    List All   |   Timeline
    1. Nguyen HTP, Bhatele A, Jain N, Kesavan S, Bhatia H, Gamblin T, Ma KL, Bremer PT. Visualizing Hierarchical Performance Profiles of Parallel Codes using CallFlow. IEEE Trans Vis Comput Graph. 2019 Nov 15. PMID: 31751276.
      View in: PubMed
    2. Fujiwara T, Chou JK, Xu P, Ren L, Ma KL. An Incremental Dimensionality Reduction Method for Visualizing Streaming Multidimensional Data. IEEE Trans Vis Comput Graph. 2020 Jan; 26(1):418-428. PMID: 31449024.
      View in: PubMed
    3. Li JK, Ma KL. P5: Portable Progressive Parallel Processing Pipelines for Interactive Data Analysis and Visualization. IEEE Trans Vis Comput Graph. 2020 Jan; 26(1):1151-1160. PMID: 31442985.
      View in: PubMed
    4. Fujiwara T, Kwon OH, Ma KL. Supporting Analysis of Dimensionality Reduction Results with Contrastive Learning. IEEE Trans Vis Comput Graph. 2020 Jan; 26(1):45-55. PMID: 31425080.
      View in: PubMed
    5. Ma J, Ma KL, Frazier J. Decoding a Complex Visualization in a Science Museum - An Empirical Study. IEEE Trans Vis Comput Graph. 2020 Jan; 26(1):472-481. PMID: 31425113.
      View in: PubMed
    6. Kwon OH, Ma KL. A Deep Generative Model for Graph Layout. IEEE Trans Vis Comput Graph. 2020 Jan; 26(1):665-675. PMID: 31425108.
      View in: PubMed
    7. Preston A, Gomov M, Ma KL. Uncertainty-Aware Visualization for Analyzing Heterogeneous Wildfire Detections. IEEE Comput Graph Appl. 2019 Sep-Oct; 39(5):72-82. PMID: 31135352.
      View in: PubMed
    8. Li JK, Ma KL. P4: Portable Parallel Processing Pipelines for Interactive Information Visualization. IEEE Trans Vis Comput Graph. 2018 Sep 19. PMID: 30235137.
      View in: PubMed
    9. Shih M, Rozhon C, Ma KL. A Declarative Grammar of Flexible Volume Visualization Pipelines. IEEE Trans Vis Comput Graph. 2018 Aug 20. PMID: 30130223.
      View in: PubMed
    10. Sheng B, Li P, Gao C, Ma KL. Deep Neural Representation Guided Face Sketch Synthesis. IEEE Trans Vis Comput Graph. 2019 Dec; 25(12):3216-3230. PMID: 30130230.
      View in: PubMed
    11. Wang X, Chen W, Chou JK, Bryan C, Guan H, Chen W, Pan R, Ma KL. GraphProtector: A Visual Interface for Employing and Assessing Multiple Privacy Preserving Graph Algorithms. IEEE Trans Vis Comput Graph. 2018 Aug 20. PMID: 30136967.
      View in: PubMed
    12. Chen YL, Tang Z, Ma KL. LightPainter: Creating Long-Exposure Imagery from Videos. IEEE Comput Graph Appl. 2018 Jul/Aug; 38(4):27-36. PMID: 29975188.
      View in: PubMed
    13. Shi Y, Bryan C, Bhamidipati S, Zhao Y, Zhang Y, Ma KL. MeetingVis: Visual Narratives to Assist in Recalling Meeting Context and Content. IEEE Trans Vis Comput Graph. 2018 06; 24(6):1918-1929. PMID: 29723141.
      View in: PubMed
    14. Binyahib R, Peterka T, Larsen M, Ma KL, Childs H. A Scalable Hybrid Scheme for Ray-Casting of Unstructured Volume Data. IEEE Trans Vis Comput Graph. 2019 Jul; 25(7):2349-2361. PMID: 29994004.
      View in: PubMed
    15. Unger J, Sun T, Chen YL, Phipps JE, Bold RJ, Darrow MA, Ma KL, Marcu L. Method for accurate registration of tissue autofluorescence imaging data with corresponding histology: a means for enhanced tumor margin assessment. J Biomed Opt. 2018 01; 23(1):1-11. PMID: 29297208.
      View in: PubMed
    16. Igouchkine O, Zhang Y, Ma KL. Multi-Material Volume Rendering with a Physically-Based Surface Reflection Model. IEEE Trans Vis Comput Graph. 2018 12; 24(12):3147-3159. PMID: 29990043.
      View in: PubMed
    17. Wang X, Chou JK, Chen W, Guan H, Chen W, Lao T, Ma KL. A Utility-Aware Visual Approach for Anonymizing Multi-Attribute Tabular Data. IEEE Trans Vis Comput Graph. 2018 01; 24(1):351-360. PMID: 28866572.
      View in: PubMed
    18. Kwon OH, Crnovrsanin T, Ma KL. What Would a Graph Look Like in this Layout? A Machine Learning Approach to Large Graph Visualization. IEEE Trans Vis Comput Graph. 2018 01; 24(1):478-488. PMID: 28866499.
      View in: PubMed
    19. Sauer F, Ma KL. Spatio-Temporal Feature Exploration in Combined Particle/Volume Reference Frames. IEEE Trans Vis Comput Graph. 2017 06; 23(6):1624-1635. PMID: 28252404.
      View in: PubMed
    20. Bryan C, Ma KL, Woodring J. Temporal Summary Images: An Approach to Narrative Visualization via Interactive Annotation Generation and Placement. IEEE Trans Vis Comput Graph. 2017 01; 23(1):511-520. PMID: 27875167.
      View in: PubMed
    21. Neuroth T, Sauer F, Wang W, Ethier S, Chang CS, Ma KL. Scalable Visualization of Time-varying Multi-parameter Distributions Using Spatially Organized Histograms. IEEE Trans Vis Comput Graph. 2017 12; 23(12):2599-2612. PMID: 28026773.
      View in: PubMed
    22. Sauer F, Xie J, Ma KL. A Combined Eulerian-Lagrangian Data Representation for Large-Scale Applications. IEEE Trans Vis Comput Graph. 2017 10; 23(10):2248-2261. PMID: 28113769.
      View in: PubMed
    23. Wang W, Shen J, Yu Y, Ma KL. Stereoscopic Thumbnail Creation via Efficient Stereo Saliency Detection. IEEE Trans Vis Comput Graph. 2017 08; 23(8):2014-2027. PMID: 27541994.
      View in: PubMed
    24. Bryan C, Guterman G, Ma KL, Lewin H, Larkin D, Kim J, Ma J, Farre M. Synteny Explorer: An Interactive Visualization Application for Teaching Genome Evolution. IEEE Trans Vis Comput Graph. 2017 01; 23(1):711-720. PMID: 27845661.
      View in: PubMed
    25. Moreland K, Sewell C, Usher W, Lo LT, Meredith J, Pugmire D, Kress J, Schroots H, Ma KL, Childs H, Larsen M, Chen CM, Maynard R, Geveci B. VTK-m: Accelerating the Visualization Toolkit for Massively Threaded Architectures. IEEE Comput Graph Appl. 2016 May-Jun; 36(3):48-58. PMID: 28113158.
      View in: PubMed
    26. Muelder C, Zhu B, Chen W, Zhang H, Ma KL. Visual Analysis of Cloud Computing Performance Using Behavioral Lines. IEEE Trans Vis Comput Graph. 2016 06; 22(6):1694-1704. PMID: 26955035.
      View in: PubMed
    27. Sallaberry A, Fu YC, Ho HC, Ma KL. Correction: Contact Trees: Network Visualization beyond Nodes and Edges. PLoS One. 2016; 11(2):e0149324. PMID: 26859887.
      View in: PubMed
    28. Kwon OH, Muelder C, Lee K, Ma KL. A Study of Layout, Rendering, and Interaction Methods for Immersive Graph Visualization. IEEE Trans Vis Comput Graph. 2016 07; 22(7):1802-1815. PMID: 26812726.
      View in: PubMed
    29. Sallaberry A, Fu YC, Ho HC, Ma KL. Contact Trees: Network Visualization beyond Nodes and Edges. PLoS One. 2016; 11(1):e0146368. PMID: 26784350.
      View in: PubMed
    30. Ahrens J, Andrienko G, Chen M, Lee B, Ma KL, Roerdink J, Tory M, Qu H. Message from the Paper Chairs and Guest Editors. IEEE Trans Vis Comput Graph. 2016 Jan; 22(1):xi-xv. PMID: 26844306.
      View in: PubMed
    31. Huang CW, Lu R, Iqbal U, Lin SH, Nguyen PAA, Yang HC, Wang CF, Li J, Ma KL, Li YJ, Jian WS. A richly interactive exploratory data analysis and visualization tool using electronic medical records. BMC Med Inform Decis Mak. 2015 Nov 12; 15:92. PMID: 26563282.
      View in: PubMed
    32. Yu H, Xie J, Ma KL, Kolla H, Chen JH. Scalable Parallel Distance Field Construction for Large-Scale Applications. IEEE Trans Vis Comput Graph. 2015 Oct; 21(10):1187-200. PMID: 26357251.
      View in: PubMed
    33. Tanahashi Y, Hsueh CH, Ma KL. An Efficient Framework for Generating Storyline Visualizations from Streaming Data. IEEE Trans Vis Comput Graph. 2015 Jun; 21(6):730-42. PMID: 26357237.
      View in: PubMed
    34. Huang CW, Syed-Abdul S, Jian WS, Iqbal U, Nguyen PA, Lee P, Lin SH, Hsu WD, Wu MS, Wang CF, Ma KL, Li YC. A novel tool for visualizing chronic kidney disease associated polymorbidity: a 13-year cohort study in Taiwan. J Am Med Inform Assoc. 2015 Mar; 22(2):290-8. PMID: 25814540.
      View in: PubMed
    35. Frey S, Sadlo F, Ma KL, Ertl T. Interactive Progressive Visualization with Space-Time Error Control. IEEE Trans Vis Comput Graph. 2014 Dec; 20(12):2397-406. PMID: 26356954.
      View in: PubMed
    36. Chen H, Chen W, Mei H, Liu Z, Zhou K, Chen W, Gu W, Ma KL. Visual Abstraction and Exploration of Multi-class Scatterplots. IEEE Trans Vis Comput Graph. 2014 Dec; 20(12):1683-92. PMID: 26356882.
      View in: PubMed
    37. Sauer F, Yu H, Ma KL. Trajectory-Based Flow Feature Tracking in Joint Particle/Volume Datasets. IEEE Trans Vis Comput Graph. 2014 Dec; 20(12):2565-74. PMID: 26356970.
      View in: PubMed
    38. Zheng L, Chaudhari AJ, Badawi RD, Ma KL. Using global illumination in volume visualization of rheumatoid arthritis CT data. IEEE Comput Graph Appl. 2014 Nov-Dec; 34(6):16-23. PMID: 25388232.
      View in: PubMed
    39. Hero R, Ho C, Ma KL. Volume Rendering of Curvilinear-Grid Data Using Low-Dimensional Deformation Textures. IEEE Trans Vis Comput Graph. 2014 Sep; 20(9):1330-43. PMID: 26357381.
      View in: PubMed
    40. Nie Y, Sun H, Li P, Xiao C, Ma KL. Object Movements Synopsis via Part Assembling and Stitching. IEEE Trans Vis Comput Graph. 2014 Sep; 20(9):1303-15. PMID: 26357379.
      View in: PubMed
    41. Zhang Y, Ma KL. Lighting design for globally illuminated volume rendering. IEEE Trans Vis Comput Graph. 2013 Dec; 19(12):2946-55. PMID: 24051862.
      View in: PubMed
    42. Hsu WH, Zhang Y, Ma KL. A multi-criteria approach to camera motion design for volume data animation. IEEE Trans Vis Comput Graph. 2013 Dec; 19(12):2792-801. PMID: 24051846.
      View in: PubMed
    43. Chan YH, Correa CD, Ma KL. The generalized sensitivity scatterplot. IEEE Trans Vis Comput Graph. 2013 Oct; 19(10):1768-81. PMID: 23929854.
      View in: PubMed
    44. Zhang Y, Dong Z, Ma KL. Real-time volume rendering in dynamic lighting environments using precomputed photon mapping. IEEE Trans Vis Comput Graph. 2013 Aug; 19(8):1317-30. PMID: 23744262.
      View in: PubMed
    45. Keim D, Qu H, Ma KL. Big-data visualization. IEEE Comput Graph Appl. 2013 Jul-Aug; 33(4):20-1. PMID: 24921095.
      View in: PubMed
    46. Zheng L, Wu Y, Ma KL. Perceptually-based depth-ordering enhancement for direct volume rendering. IEEE Trans Vis Comput Graph. 2013 Mar; 19(3):446-59. PMID: 22732679.
      View in: PubMed
    47. Fout N, Ma KL. An Adaptive Prediction-Based Approach to Lossless Compression of Floating-Point Volume Data. IEEE Trans Vis Comput Graph. 2012 Dec; 18(12):2295-304. PMID: 26357137.
      View in: PubMed
    48. Fout N, Ma KL. Fuzzy Volume Rendering. IEEE Trans Vis Comput Graph. 2012 Dec; 18(12):2335-44. PMID: 26357141.
      View in: PubMed
    49. Tanahashi Y, Ma KL. Design Considerations for Optimizing Storyline Visualizations. IEEE Trans Vis Comput Graph. 2012 Dec; 18(12):2679-88. PMID: 26357177.
      View in: PubMed
    50. Wu Y, Yuan GX, Ma KL. Visualizing Flow of Uncertainty through Analytical Processes. IEEE Trans Vis Comput Graph. 2012 Dec; 18(12):2526-35. PMID: 26357161.
      View in: PubMed
    51. Ma J, Liao I, Ma KL, Frazier J. Living Liquid: Design and Evaluation of an Exploratory Visualization Tool for Museum Visitors. IEEE Trans Vis Comput Graph. 2012 Dec; 18(12):2799-808. PMID: 26357189.
      View in: PubMed
    52. Luo SJ, Liu CL, Chen BY, Ma KL. Ambiguity-free edge-bundling for interactive graph visualization. IEEE Trans Vis Comput Graph. 2012 May; 18(5):810-21. PMID: 22442129.
      View in: PubMed
    53. Wu Y, Liu X, Liu S, Ma KL. ViSizer: A Visualization Resizing Framework. IEEE Trans Vis Comput Graph. 2013 Feb; 19(2):278-90. PMID: 22529326.
      View in: PubMed
    54. Li Z, Wang S, Yu J, Ma KL. Restoration of brick and stone relief from single rubbing images. IEEE Trans Vis Comput Graph. 2012 Feb; 18(2):177-87. PMID: 21282860.
      View in: PubMed
    55. Correa CD, Crnovrsanin T, Ma KL. Visual reasoning about social networks using centrality sensitivity. IEEE Trans Vis Comput Graph. 2012 Jan; 18(1):106-20. PMID: 22076488.
      View in: PubMed
    56. Wei J, Yu H, Grout RW, Chen JH, Ma KL. Visual analysis of particle behaviors to understand combustion simulations. IEEE Comput Graph Appl. 2012 Jan-Feb; 32(1):22-33. PMID: 24808290.
      View in: PubMed
    57. Ma KL, Liao I, Frazier J, Hauser H, Kostis HN. Scientific storytelling using visualization. IEEE Comput Graph Appl. 2012 Jan-Feb; 32(1):12-9. PMID: 24808289.
      View in: PubMed
    58. Correa CD, Hero R, Ma KL. A comparison of gradient estimation methods for volume rendering on unstructured meshes. IEEE Trans Vis Comput Graph. 2011 Mar; 17(3):305-19. PMID: 21233515.
      View in: PubMed
    59. Wang YS, Wang C, Lee TY, Ma KL. Feature-preserving volume data reduction and focus+context visualization. IEEE Trans Vis Comput Graph. 2011 Feb; 17(2):171-81. PMID: 21149874.
      View in: PubMed
    60. Correa CD, Ma KL. Visibility histograms and visibility-driven transfer functions. IEEE Trans Vis Comput Graph. 2011 Feb; 17(2):192-204. PMID: 21149875.
      View in: PubMed
    61. Marchesin S, Chen CK, Ho C, Ma KL. View-dependent streamlines for 3D vector fields. IEEE Trans Vis Comput Graph. 2010 Nov-Dec; 16(6):1578-86. PMID: 20975200.
      View in: PubMed
    62. Tikhonova A, Correa CD, Ma KL. Visualization by proxy: a novel framework for deferred interaction with volume data. IEEE Trans Vis Comput Graph. 2010 Nov-Dec; 16(6):1551-9. PMID: 20975197.
      View in: PubMed
    63. Jones C, Ma KL. Visualizing flow trajectories using locality-based rendering and warped curve plots. IEEE Trans Vis Comput Graph. 2010 Nov-Dec; 16(6):1587-94. PMID: 20975201.
      View in: PubMed
    64. Jarrett BR, Correa C, Ma KL, Louie AY. In vivo mapping of vascular inflammation using multimodal imaging. PLoS One. 2010 Oct 11; 5(10):e13254. PMID: 20949008.
      View in: PubMed
    65. Yu H, Wang C, Grout RW, Chen JH, Ma KL. In situ visualization for large-scale combustion simulations. IEEE Comput Graph Appl. 2010 May-Jun; 30(3):45-57. PMID: 20650717.
      View in: PubMed
    66. Ogawa M, Ma KL. code_swarm: a design study in organic software visualization. IEEE Trans Vis Comput Graph. 2009 Nov-Dec; 15(6):1097-104. PMID: 19834177.
      View in: PubMed
    67. Muelder C, Gygi F, Ma KL. Visual analysis of inter-process communication for large-scale parallel computing. IEEE Trans Vis Comput Graph. 2009 Nov-Dec; 15(6):1129-36. PMID: 19834181.
      View in: PubMed
    68. Correa CD, Ma KL. The occlusion spectrum for volume classification and visualization. IEEE Trans Vis Comput Graph. 2009 Nov-Dec; 15(6):1465-72. PMID: 19834222.
      View in: PubMed
    69. Ma KL, Möller T, Pfister H, Carpendale S, Fekete JD. IEEE visualization conference and IEEE information visualization conference. Proceedings 2009. Preface. IEEE Trans Vis Comput Graph. 2009 Nov-Dec; 15(6):xii-xv. PMID: 19886285.
      View in: PubMed
    70. Daae Lampe O, Correa C, Ma KL, Hauser H. Curve-centric volume reformation for comparative visualization. IEEE Trans Vis Comput Graph. 2009 Nov-Dec; 15(6):1235-42. PMID: 19834194.
      View in: PubMed
    71. Chen M, Ebert D, Hagen H, Laramee RS, van Liere R, Ma KL, Ribarsky W, Scheuermann G, Silver D. Data, information, and knowledge in visualization. IEEE Comput Graph Appl. 2009 Jan-Feb; 29(1):12-9. PMID: 19363954.
      View in: PubMed
    72. Muelder C, Ma KL. Rapid graph layout using space filling curves. IEEE Trans Vis Comput Graph. 2008 Nov-Dec; 14(6):1301-8. PMID: 18988977.
      View in: PubMed
    73. Correa CD, Ma KL. Size-based transfer functions: a new volume exploration technique. IEEE Trans Vis Comput Graph. 2008 Nov-Dec; 14(6):1380-7. PMID: 18988987.
      View in: PubMed
    74. Wang C, Yu H, Ma KL. Importance-driven time-varying data visualization. IEEE Trans Vis Comput Graph. 2008 Nov-Dec; 14(6):1547-54. PMID: 18989009.
      View in: PubMed
    75. Ma KL, Fujishiro I, Li H. Visualization research is growing and expanding. IEEE Comput Graph Appl. 2008 Sep-Oct; 28(5):22-3. PMID: 18753031.
      View in: PubMed
    76. Wang C, Ma KL. A statistical approach to volume data quality assessment. IEEE Trans Vis Comput Graph. 2008 May-Jun; 14(3):590-602. PMID: 18369266.
      View in: PubMed
    77. Fout N, Ma KL. Transform coding for hardware-accelerated volume rendering. IEEE Trans Vis Comput Graph. 2007 Nov-Dec; 13(6):1600-7. PMID: 17968115.
      View in: PubMed
    78. Ma KL. Machine learning to boost the next generation of visualization technology. IEEE Comput Graph Appl. 2007 Sep-Oct; 27(5):6-9. PMID: 17913018.
      View in: PubMed
    79. Jankun-Kelly TJ, Ma KL, Gertz M. A model and framework for visualization exploration. IEEE Trans Vis Comput Graph. 2007 Mar-Apr; 13(2):357-69. PMID: 17218751.
      View in: PubMed
    80. Shen Z, Ma KL, Eliassi-Rad T. Visual analysis of large heterogeneous social networks by semantic and structural abstraction. IEEE Trans Vis Comput Graph. 2006 Nov-Dec; 12(6):1427-39. PMID: 17073366.
      View in: PubMed
    81. Tzeng FY, Lum EB, Ma KL. An intelligent system approach to higher-dimensional classification of volume data. IEEE Trans Vis Comput Graph. 2005 May-Jun; 11(3):273-84. PMID: 15868827.
      View in: PubMed
    82. Teoh ST, Ma KL, Wu SF, Jankun-Kelly TJ. Detecting flaws and intruders with visual data analysis. IEEE Comput Graph Appl. 2004 Sep-Oct; 24(5):27-35. PMID: 15628098.
      View in: PubMed