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刘树森 Shusen Liu
刘树森 Shusen Liu
Research Scientist, Lawrence Livermore National Laboratory
Dirección de correo verificada de sci.utah.edu - Página principal
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Visualizing high-dimensional data: Advances in the past decade
S Liu, D Maljovec, B Wang, PT Bremer, V Pascucci
IEEE Transactions on Visualization and Computer Graphics 23 (3), 1249-1268, 2017
5062017
Visualizing high-dimensional data: Advances in the past decade
S Liu, D Maljovec, B Wang, PT Bremer, V Pascucci
Proc. Eurographics Conf. Visualization, 20151115-127, 2015
5062015
Visual Exploration of Semantic Relationships in Neural Word Embeddings
S Liu, PT Bremer, JJ Thiagarajan, V Srikumar, B Wang, Y Livnat, ...
IEEE Transactions on Visualization and Computer Graphics (InfoVis 2017), 2018
1322018
Generative counterfactual introspection for explainable deep learning
S Liu, B Kailkhura, D Loveland, Y Han
2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2019
1182019
Explainable machine learning in materials science
X Zhong, B Gallagher, S Liu, B Kailkhura, A Hiszpanski, TYJ Han
npj Computational Materials 8 (1), 204, 2022
902022
Explainable machine learning in materials science
X Zhong, B Gallagher, S Liu, B Kailkhura, A Hiszpanski, TYJ Han
npj Computational Materials 8 (1), 1-19, 2022
902022
Gaussian mixture model based volume visualization
S Liu, JA Levine, PT Bremer, V Pascucci
IEEE Symposium on Large Data Analysis and Visualization (LDAV), 73-77, 2012
842012
CT based computerized identification and analysis of human airways: a review
J Pu, S Gu, S Liu, S Zhu, D Wilson, JM Siegfried, D Gur
Medical physics 39 (5), 2603-2616, 2012
802012
Fast blood flow visualization of high-resolution laser speckle imaging data using graphics processing unit
S Liu, P Li, Q Luo
Optics express 16 (19), 14321-14329, 2008
732008
Nanomaterial synthesis insights from machine learning of scientific articles by extracting, structuring, and visualizing knowledge
AM Hiszpanski, B Gallagher, K Chellappan, P Li, S Liu, H Kim, J Han, ...
Journal of chemical information and modeling 60 (6), 2876-2887, 2020
652020
Machine learning–driven multiscale modeling reveals lipid-dependent dynamics of RAS signaling proteins
HI Ingólfsson, C Neale, TS Carpenter, R Shrestha, CA López, TH Tran, ...
Proceedings of the National Academy of Sciences 119 (1), e2113297119, 2022
642022
NLIZE: A Perturbation-Driven Visual Interrogation Tool for Analyzing and Interpreting Natural Language Inference Models
S Liu, Z Li, T Li, V Srikumar, V Pascucci, PT Bremer
IEEE Transactions on Visualization and Computer Graphics (InfoVis 2018), 2019
592019
Feature-based statistical analysis of combustion simulation data
JC Bennett, V Krishnamoorthy, S Liu, RW Grout, ER Hawkes, JH Chen, ...
IEEE transactions on visualization and computer graphics 17 (12), 1822-1831, 2011
542011
Visual Exploration of High-Dimensional Data through Subspace Analysis and Dynamic Projections
S Liu, B Wang, JJ Thiagarajan, PT Bremer, V Pascucci
Computer Graphics Forum, 2015
512015
Distortion-Guided Structure-Driven Interactive Exploration of High-Dimensional Data
S Liu, B Wang, PT Bremer, V Pascucci
Computer Graphics Forum 33 (3), 101-110, 2014
502014
Evaluating graph coloring on GPUs
AVP Grosset, P Zhu, S Liu, S Venkatasubramanian, M Hall
Proceedings of the 16th ACM symposium on Principles and practice of parallel …, 2011
442011
Analyzing simulation-based PRA data through traditional and topological clustering: A BWR station blackout case study
D Maljovec, S Liu, B Wang, D Mandelli, PT Bremer, V Pascucci, C Smith
Reliability Engineering & System Safety 145, 262-276, 2016
322016
Accelerating the rate of discovery: toward high-repetition-rate HED science
T Ma, D Mariscal, R Anirudh, T Bremer, BZ Djordjevic, T Galvin, E Grace, ...
Plasma Physics and Controlled Fusion 63 (10), 104003, 2021
312021
Visual Interrogation of Attention-Based Models for Natural Language Inference and Machine Comprehension
S Liu, T Li, Z Li, V Srikumar, V Pascucci, PT Bremer
Proceedings of EMNLP (Empirical Methods in Natural Language Processing) 2018 …, 2018
302018
Machine-learning-based dynamic-importance sampling for adaptive multiscale simulations
H Bhatia, TS Carpenter, HI Ingólfsson, G Dharuman, P Karande, S Liu, ...
Nature Machine Intelligence 3 (5), 401-409, 2021
262021
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