Byungsoo Kim

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 50

Top Topics

Question Answering

Multivariate Time Series

Student Engagement

Top Venues

Comput. Graph. Forum

ACM Trans. Graph.

Publications

Hyojoon Park, Sangeetha Grama Srinivasan, Matthew Cong, Doyub Kim, Byungsoo Kim, Jonathan Swartz, Ken Museth, Eftychios Sifakis
Near-realtime Facial Animation by Deep 3D Simulation Super-Resolution. CoRR (2023)
Sangyeol Lee, Dongwon Kim, Byungsoo Kim
Modeling and inference for multivariate time series of counts based on the INGARCH scheme. Comput. Stat. Data Anal. 177 (2023)
Lingchen Yang, Byungsoo Kim, Gaspard Zoss, Baran Gözcü, Markus Gross, Barbara Solenthaler
Implicit neural representation for physics-driven actuated soft bodies. ACM Trans. Graph. 41 (4) (2022)
Byungsoo Kim, Xingchang Huang, Laura Wülfroth, Jingwei Tang, Guillaume Cordonnier, Markus H. Gross, Barbara Solenthaler
Deep Reconstruction of 3D Smoke Densities from Artist Sketches. Comput. Graph. Forum 41 (2) (2022)
Samuel L. Charreyron, Quentin Boehler, Byungsoo Kim, Cameron Weibel, Christophe Chautems, Bradley J. Nelson
Modeling Electromagnetic Navigation Systems. IEEE Trans. Robotics 37 (4) (2021)
Dongmin Shin, Yugeun Shim, Hangyeol Yu, Seewoo Lee, Byungsoo Kim, Youngduck Choi
SAINT+: Integrating Temporal Features for EdNet Correctness Prediction. LAK (2021)
Oh Joon Kwon, Byungsoo Kim, Youngduck Choi
Raw Produce Quality Detection with Shifted Window Self-Attention. CoRR (2021)
Byungsoo Kim, Hangyeol Yu, Dongmin Shin, Youngduck Choi
Knowledge Transfer by Discriminative Pre-training for Academic Performance Prediction. EDM (2021)
Byungsoo Kim, Hangyeol Yu, Dongmin Shin, Youngduck Choi
Knowledge Transfer by Discriminative Pre-training for Academic Performance Prediction. CoRR (2021)
Payod Panda, Byungsoo Kim, Sana Behnam-Asl, Elif Sener
Immersive Analytics: A User-Centered Perspective. VRST (2021)
Seewoo Lee, Youngduck Choi, Juneyoung Park, Byungsoo Kim, Jinwoo Shin
Consistency and Monotonicity Regularization for Neural Knowledge Tracing. CoRR (2021)
Byungsoo Kim, Payod Panda
Data Visualizations for Interdisciplinary Communication in HFE. AHFE (2) (2021)
Byungsoo Kim, Sangyeol Lee, Dongwon Kim
Robust Estimation for Bivariate Poisson INGARCH Models. Entropy 23 (3) (2021)
Steffen Wiewel, Byungsoo Kim, Vinicius C. Azevedo, Barbara Solenthaler, Nils Thuerey
Latent Space Subdivision: Stable and Controllable Time Predictions for Fluid Flow. Comput. Graph. Forum 39 (8) (2020)
Dongmin Shin, Yugeun Shim, Hangyeol Yu, Seewoo Lee, Byungsoo Kim, Youngduck Choi
SAINT+: Integrating Temporal Features for EdNet Correctness Prediction. CoRR (2020)
Fabienne Christen, Byungsoo Kim, Vinicius C. Azevedo, Barbara Solenthaler
Neural Smoke Stylization with Color Transfer. Eurographics (Short Papers) (2020)
Youngduck Choi, Youngnam Lee, Junghyun Cho, Jineon Baek, Byungsoo Kim, Yeongmin Cha, Dongmin Shin, Chan Bae, Jaewe Heo
Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing. L@S (2020)
Byungsoo Kim, Vinicius C. Azevedo, Markus Gross, Barbara Solenthaler
Lagrangian neural style transfer for fluids. ACM Trans. Graph. 39 (4) (2020)
Byungsoo Kim, Vinicius C. Azevedo, Markus H. Gross, Barbara Solenthaler
Lagrangian Neural Style Transfer for Fluids. CoRR (2020)
Youngnam Lee, Dongmin Shin, Hyunbin Loh, Jaemin Lee, Piljae Chae, Junghyun Cho, Seoyon Park, Jinhwan Lee, Jineon Baek, Byungsoo Kim, Youngduck Choi
Deep Attentive Study Session Dropout Prediction in Mobile Learning Environment. CoRR (2020)
Youngduck Choi, Yoonho Na, Youngjik Yoon, Jonghun Shin, Chan Bae, Hongseok Suh, Byungsoo Kim, Jaewe Heo
Choose Your Own Question: Encouraging Self-Personalization in Learning Path Construction. CoRR (2020)
Byungsoo Kim, Hongseok Suh, Jaewe Heo, Youngduck Choi
AI-Driven Interface Design for Intelligent Tutoring System Improves Student Engagement. CoRR (2020)
Steffen Wiewel, Byungsoo Kim, Vinicius C. Azevedo, Barbara Solenthaler, Nils Thuerey
Latent Space Subdivision: Stable and Controllable Time Predictions for Fluid Flow. CoRR (2020)
Youngduck Choi, Youngnam Lee, Junghyun Cho, Jineon Baek, Byungsoo Kim, Yeongmin Cha, Dongmin Shin, Chan Bae, Jaewe Heo
Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing. CoRR (2020)
Youngnam Lee, Byungsoo Kim, Dongmin Shin, JungHoon Kim, Jineon Baek, Jinhwan Lee, Youngduck Choi
Prescribing Deep Attentive Score Prediction Attracts Improved Student Engagement. EDM (2020)
Youngnam Lee, Byungsoo Kim, Dongmin Shin, JungHoon Kim, Jineon Baek, Jinhwan Lee, Youngduck Choi
Prescribing Deep Attentive Score Prediction Attracts Improved Student Engagement. CoRR (2020)
Simon Biland, Vinicius C. Azevedo, Byungsoo Kim, Barbara Solenthaler
Frequency-Aware Reconstruction of Fluid Simulations with Generative Networks. Eurographics (Short Papers) (2020)
Youngnam Lee, Dongmin Shin, Hyunbin Loh, Jaemin Lee, Piljae Chae, Junghyun Cho, Seoyon Park, Jinhwan Lee, Jineon Baek, Byungsoo Kim, Youngduck Choi
Deep Attentive Study Session Dropout Prediction in Mobile Learning Environment. CSEDU (1) (2020)
Youngduck Choi, Youngnam Lee, Dongmin Shin, Junghyun Cho, Seoyon Park, Seewoo Lee, Jineon Baek, Chan Bae, Byungsoo Kim, Jaewe Heo
EdNet: A Large-Scale Hierarchical Dataset in Education. AIED (2) (2020)
Youngduck Choi, Youngnam Lee, Junghyun Cho, Jineon Baek, Dongmin Shin, Seewoo Lee, Youngmin Cha, Byungsoo Kim, Jaewe Heo
Assessment Modeling: Fundamental Pre-training Tasks for Interactive Educational Systems. CoRR (2020)
Byungsoo Kim, Sangyeol Lee
Robust Change Point Test for General Integer-Valued Time Series Models Based on Density Power Divergence. Entropy 22 (4) (2020)
Youngduck Choi, Youngnam Lee, Dongmin Shin, Junghyun Cho, Seoyon Park, Seewoo Lee, Jineon Baek, Byungsoo Kim, Youngjun Jang
EdNet: A Large-Scale Hierarchical Dataset in Education. CoRR (2019)
Fabienne Christen, Byungsoo Kim, Vinicius C. Azevedo, Barbara Solenthaler
Neural Smoke Stylization with Color Transfer. CoRR (2019)
Simon Biland, Vinicius C. Azevedo, Byungsoo Kim, Barbara Solenthaler
Frequency-Aware Reconstruction of Fluid Simulations with Generative Networks. CoRR (2019)
Byungsoo Kim, Vinicius C. Azevedo, Markus H. Gross, Barbara Solenthaler
Transport-Based Neural Style Transfer for Smoke Simulations. CoRR (2019)
Byungsoo Kim, Vinicius C. Azevedo, Nils Thuerey, Theodore Kim, Markus H. Gross, Barbara Solenthaler
Deep Fluids: A Generative Network for Parameterized Fluid Simulations. Comput. Graph. Forum 38 (2) (2019)
Byungsoo Kim, Tobias Günther
Robust Reference Frame Extraction from Unsteady 2D Vector Fields with Convolutional Neural Networks. Comput. Graph. Forum 38 (3) (2019)
Byungsoo Kim, Sharon M. B. Joines
The Role of Design in Technology Driven Ergonomics Product Development. AHFE (4) (2019)
Byungsoo Kim, Vinicius C. Azevedo, Markus Gross, Barbara Solenthaler
Transport-based neural style transfer for smoke simulations. ACM Trans. Graph. 38 (6) (2019)
Byungsoo Kim, Tobias Günther
Robust Reference Frame Extraction from Unsteady 2D Vector Fields with Convolutional Neural Networks. CoRR (2019)
Seong Ju Lee, Byung Deuk Jeon, Kyeong Pil Kang, Dong Yoon Ka, Na Yeon Kim, Yongseop Kim, Yunseok Hong, Mankeun Kang, Jinyong Min, Mingyu Lee, Chunseok Jeong, Kwandong Kim, Doobock Lee, Junghyun Shin, Yuntack Han, Youngbo Shim, Youngjoo Kim, Yongsun Kim, Hyunseok Kim, Jaewoong Yun, Byungsoo Kim, Seokhwan Han, Changwoo Lee, Junyong Song, Ho Uk Song, Il Park, Yongju Kim, Junhyun Chun, Jonghoon Oh
A 512GB 1.1V Managed DRAM Solution with 16GB ODP and Media Controller. ISSCC (2019)
Byungsoo Kim, Vinicius C. Azevedo, Nils Thuerey, Theodore Kim, Markus H. Gross, Barbara Solenthaler
Deep Fluids: A Generative Network for Parameterized Fluid Simulations. CoRR (2018)
Byungsoo Kim, Oliver Wang, A. Cengiz Öztireli, Markus H. Gross
Semantic Segmentation for Line Drawing Vectorization Using Neural Networks. Comput. Graph. Forum 37 (2) (2018)
Byungsoo Kim, Sharon M. B. Joines, Russell Flinchum, Jing Feng
Car Interaction Design for Car-Sharing Systems. AutomotiveUI (adjunct) (2018)
Byungsoo Kim, Hwanjo Yu, Gary Geunbae Lee
Automatic Open Knowledge Acquisition via Long Short-Term Memory Networks with Feedback Negative Sampling. CoRR (2016)
Jiyeon Lee, Byungsoo Kim
Monitoring Test for Stability of Dependence Structure in Multivariate Data Based on Copula. Entropy 18 (12) (2016)
Seonyeong Park, Hyosup Shim, Sangdo Han, Byungsoo Kim, Gary Geunbae Lee
Multi-Source Hybrid Question Answering System. IWSDS (2015)
Seonyeong Park, Soonchoul Kwon, Byungsoo Kim, Gary Geunbae Lee
ISOFT at QALD-5: Hybrid Question Answering System over Linked Data and Text Data. CLEF (Working Notes) (2015)
Seonyeong Park, Soonchoul Kwon, Byungsoo Kim, Sangdo Han, Hyosup Shim, Gary Geunbae Lee
Question Answering System using Multiple Information Source and Open Type Answer Merge. HLT-NAACL (2015)
Sangdo Han, Hyosup Shim, Byungsoo Kim, Seonyeong Park, Seonghan Ryu, Gary Geunbae Lee
Keyword question answering system with report generation for linked data. BigComp (2015)
Seungwoo Jeon, Bonghee Hong, Byungsoo Kim
Big Data Processing for Prediction of Traffic Time Based on Vertical Data Arrangement. CloudCom (2014)
Byungsoo Kim, Sangyeol Lee
Minimum density power divergence estimator for covariance matrix based on skew $$t$$ t distribution. Stat. Methods Appl. 23 (4) (2014)
Seonyeong Park, Donghyeon Lee, Junhwi Choi, Seonghan Ryu, Yonghee Kim, Soonchoul Kown, Byungsoo Kim, Gary Geunbae Lee
Hierarchical Dirichlet Process Topic Modeling for Large Number of Answer Types Classification in Open domain Question Answering. AIRS (2014)
Seung Man An, Ho-Young Lee, Byungsoo Kim, Chae-Yeon Yi, Jeong-Hee Eum, Jung-Hun Woo
Geospatial spreadsheets with microscale air quality visualization and synchronization for supporting multiple-scenario visual collaboration. Int. J. Geogr. Inf. Sci. 28 (12) (2014)
Byungsoo Kim, Sangyeol Lee
Robust estimation for the covariance matrix of multivariate time series based on normal mixtures. Comput. Stat. Data Anal. 57 (1) (2013)