Seung-Jun Kim

79 papers B 3Misc 19Journal 32Unranked 25
YearRankTypeTitle / Venue / Authors
2025 — conf
Multiset FMRI Data Analysis with Subject Group Information using Structured Dictionary Learning.
ISBI
Shuai Xu, Rui Jin, Seung-Jun Kim, Vince D. Calhoun, Tülay Adali
2024 — conf
FMRI Data Analysis Preserving Map Variability Via Unsupervised Object-Centric Learning.
EMBC
Rui Jin, Seung-Jun Kim
2024 — conf
Improved Dictionary Learning for FMRI Data Analysis Capturing Common and Individual Activation Maps.
IEEECONF
Shuai Xu, Rui Jin, Seung-Jun Kim, Tülay Adali, Vince D. Calhoun
2024 — conf
Multiantenna Channel Map Estimation Using Deep Spatial Interpolation.
ICASSP Workshops
Gyungmin Kim, Rui Jin, Wilson Funk, Seung-Jun Kim, Hyuk Lim
2023 Misc conf
Flexible Multisubject Multiset FMRI Data Analysis Using Robust Discriminative Dictionary Learning.
ACSSC
Rui Jin, Shuai Xu, Seung-Jun Kim, Vince D. Calhoun
2023 Misc conf
New Interpretable Patterns and Discriminative Features from Brain Functional Network Connectivity using Dictionary Learning.
ICASSP
Fateme Ghayem, Hanlu Yang, Furkan Kantar, Seung-Jun Kim, Vince D. Calhoun, Tülay Adali
2023 J jnl
Online Robust Subspace Clustering With Application to Power Grid Monitoring.
IEEE Access
Young-Hwan Lee, Seung-Jun Kim, Kwang Y. Lee, Taesik Nam
2023 — conf
Unsupervised Radio Scene Analysis Using Variational Autoencoder.
ICC
Hao Chen, Seung-Jun Kim
2022 J jnl
Automated Registration for Dual-View X-Ray Mammography Using Convolutional Neural Networks.
IEEE Trans. Biomed. Eng.
William C. Walton, Seung-Jun Kim, Lisa A. Mullen
2022 J jnl
New Interpretable Patterns and Discriminative Features from Brain Functional Network Connectivity Using Dictionary Learning.
CoRR
Fateme Ghayem, Hanlu Yang, Furkan Kantar, Seung-Jun Kim, Vince D. Calhoun, Tülay Adali
2022 — conf
Performance of Compressed Sensing MIMO Radar Based on Low-Rank Matrix Recovery.
MILCOM
Byron McMullen, Seung-Jun Kim
2022 J jnl
Radio Map Estimation: A data-driven approach to spectrum cartography.
IEEE Signal Process. Mag.
Daniel Romero, Seung-Jun Kim
2022 — conf
Unsupervised Radio Scene Analysis Using Neural Expectation Maximization.
MILCOM
Hao Chen, Seung-Jun Kim
2021 Misc conf
ICA with Orthogonality Constraint: Identifiability And A New Efficient Algorithm.
ICASSP
Ben Gabrielson, Mohammad A. B. S. Akhonda, Zois Boukouvalas, Seung-Jun Kim, Tülay Adali
2021 Misc conf
Kernearl-Based Lifelong Policy Gradient Reinforcement Learning.
ICASSP
Rami Mowakeaa, Seung-Jun Kim, Darren K. Emge
2021 — conf
Kernel-Based Lifelong Multitask Multiview Learning.
ACSCC
Rami Mowakeaa, Seung-Jun Kim, Darren K. Emge
2021 J jnl
Robust RF Mixture Signal Recognition Using Discriminative Dictionary Learning.
IEEE Access
Hao Chen, Seung-Jun Kim
2020 J jnl
Building Energy Management for Demand Response Using Kernel Lifelong Learning.
IEEE Access
Sunyong Kim, Rami Mowakeaa, Seung-Jun Kim, Hyuk Lim
2020 B conf
Channel Gain Cartography via Mixture of Experts.
GLOBECOM
Luis M. Lopez-Ramos, Yves Teganya, Baltasar Beferull-Lozano, Seung-Jun Kim
2020 J jnl
Channel Gain Cartography via Mixture of Experts.
CoRR
Luis M. Lopez-Ramos, Yves Teganya, Baltasar Beferull-Lozano, Seung-Jun Kim
2020 J jnl
Dictionary Learning-Based fMRI Data Analysis for Capturing Common and Individual Neural Activation Maps.
IEEE J. Sel. Top. Signal Process.
Rui Jin, Krishna Dontaraju, Seung-Jun Kim, Mohammad Abu Baker Siddique Akhonda, Tülay Adali
2019 — conf
Kernel-Based Efficient Lifelong Learning Algorithm.
DSW
Seung-Jun Kim, Rami Mowakeaa
2019 — conf
Learning to Infer Voltage Stability Margin Using Transfer Learning.
DSW
Jiaming Li, Yue Zhao, Young-Hwan Lee, Seung-Jun Kim
2019 J jnl
Online Learning-Based Downlink Transmission Coordination in Ultra-Dense Millimeter Wave Heterogeneous Networks.
IEEE Trans. Wirel. Commun.
Ryangsoo Kim, Yonggang Kim, Nam Yul Yu, Seung-Jun Kim, Hyuk Lim
2019 — conf
Towards CNN-Based Registration of Craniocaudal and Mediolateral Oblique 2-D X-ray Mammographic Images.
EMBC
William C. Walton, Seung-Jun Kim, Susan C. Harvey, Lisa A. Mullen, David W. Porter
2018 Misc conf
Capturing Common and Individual Components in fMRI Data by Discriminative Dictionary Learning.
ACSSC
Krishna Dontaraju, Seung-Jun Kim, Mohammad A. B. S. Akhonda, Tülay Adali
2018 Misc conf
Discriminative Dictionary Learning for Mixture Component Detection with Application to RF Signal Recognition.
ACSSC
Hao Chen, Seung-Jun Kim, Thomas Chatt
2017 J jnl
An Online Convex Optimization Approach to Real-Time Energy Pricing for Demand Response.
IEEE Trans. Smart Grid
Seung-Jun Kim, Georgios B. Giannakis
2017 J jnl
Channel Gain Cartography for Cognitive Radios Leveraging Low Rank and Sparsity.
IEEE Trans. Wirel. Commun.
Donghoon Lee, Seung-Jun Kim, Georgios B. Giannakis
2017 Misc conf
Flexible large-scale fMRI analysis: A survey.
ICASSP
Seung-Jun Kim, Vince D. Calhoun, Tülay Adali
2017 J jnl
Learning Power Spectrum Maps From Quantized Power Measurements.
IEEE Trans. Signal Process.
Daniel Romero, Seung-Jun Kim, Georgios B. Giannakis, Roberto López-Valcarce
2017 — conf
Predicting voltage stability margin via learning stability region boundary.
CAMSAP
Young-Hwan Lee, Yue Zhao, Seung-Jun Kim, Jiaming Li
2016 J jnl
An integrative somatic mutation analysis to identify pathways linked with survival outcomes across 19 cancer types.
Bioinform.
Sunho Park, Seung-Jun Kim, Donghyeon Yu, Samuel Peña-Llopis, Jianjiong Gao, Jinsuk Park, Beibei Chen, Jessie Norris, Xinlei Wang, Min Chen, Min-Su Kim, Jeongsik Yong, Zabi Wardak, Kevin Choe, Michael Story, Timothy K. Starr, Jae-Ho Cheong, Taehyun Hwang
2016 J jnl
Backhaul-Constrained Multicell Cooperation Leveraging Sparsity and Spectral Clustering.
IEEE Trans. Wirel. Commun.
Swayambhoo Jain, Seung-Jun Kim, Georgios B. Giannakis
2016 J jnl
Learning Power Spectrum Maps from Quantized Power Measurements.
CoRR
Daniel Romero, Seung-Jun Kim, Georgios B. Giannakis, Roberto López-Valcarce
2016 — conf
Online robust subspace clustering for analyzing incomplete synchrophasor measurements.
GlobalSIP
Young-Hwan Lee, Seung-Jun Kim
2015 Misc conf
Online spectrum cartography via quantized measurements.
CISS
Daniel Romero, Seung-Jun Kim, Georgios B. Giannakis
2015 J jnl
Real-Time Load Elasticity Tracking and Pricing for Electric Vehicle Charging.
IEEE Trans. Smart Grid
Nasim Yahya Soltani, Seung-Jun Kim, Georgios B. Giannakis
2015 Misc conf
Short-term wind power forecasting using nonnegative sparse coding.
CISS
Yu Zhang, Seung-Jun Kim, Georgios B. Giannakis
2015 Misc conf
Spectrum cartography using quantized observations.
ICASSP
Daniel Romero, Seung-Jun Kim, Roberto López-Valcarce, Georgios B. Giannakis
2015 — conf
Stochastic semiparametric regression for spectrum cartography.
CAMSAP
Daniel Romero, Seung-Jun Kim, Georgios B. Giannakis
2014 J jnl
Backhaul-Constrained Multi-Cell Cooperation Leveraging Sparsity and Spectral Clustering.
CoRR
Swayambhoo Jain, Seung-Jun Kim, Georgios B. Giannakis
2014 Misc conf
Channel gain cartography via low rank and sparsity.
ACSSC
Donghoon Lee, Seung-Jun Kim
2014 Misc conf
Online optimal power flow with renewables.
ACSSC
Seung-Jun Kim, Georgios B. Giannakis, Kwang Y. Lee
2014 Misc conf
Online semidefinite programming for power system state estimation.
ICASSP
Seung-Jun Kim, Gang Wang, Georgios B. Giannakis
2014 — conf
Real-time electricity pricing for demand response using online convex optimization.
ISGT
Seung-Jun Kim, Georgios B. Giannakis
2014 J jnl
Stochastic Approximation vis-a-vis Online Learning for Big Data Analytics [Lecture Notes].
IEEE Signal Process. Mag.
Konstantinos Slavakis, Seung-Jun Kim, Gonzalo Mateos, Georgios B. Giannakis
2013 J jnl
Chance-Constrained Optimization of OFDMA Cognitive Radio Uplinks.
IEEE Trans. Wirel. Commun.
Nasim Yahya Soltani, Seung-Jun Kim, Georgios B. Giannakis
2013 B conf
Cognitive radio spectrum prediction using dictionary learning.
GLOBECOM
Seung-Jun Kim, Georgios B. Giannakis
2013 — conf
Dynamic learning for cognitive radio sensing.
CAMSAP
Seung-Jun Kim, Georgios B. Giannakis
2013 Misc conf
Load forecasting via low rank plus sparse matrix factorization.
ACSSC
Seung-Jun Kim, Georgios B. Giannakis
2013 J jnl
Monitoring and Optimization for Power Grids: A Signal Processing Perspective.
IEEE Signal Process. Mag.
Georgios B. Giannakis, Vassilis Kekatos, Nikolaos Gatsis, Seung-Jun Kim, Hao Zhu, Bruce F. Wollenberg
2013 J jnl
Moving-Horizon Dynamic Power System State Estimation Using Semidefinite Relaxation.
CoRR
Gang Wang, Seung-Jun Kim, Georgios B. Giannakis
2013 — conf
Online learning of load elasticity for electric vehicle charging.
CAMSAP
Nasim Yahya Soltani, Seung-Jun Kim, Georgios B. Giannakis
2013 J jnl
Resource Allocation for OFDMA Cognitive Radios Under Channel Uncertainty.
IEEE Trans. Wirel. Commun.
Seung-Jun Kim, Nasim Yahya Soltani, Georgios B. Giannakis
2013 J jnl
Scalable and Robust Demand Response With Mixed-Integer Constraints.
IEEE Trans. Smart Grid
Seung-Jun Kim, Georgios B. Giannakis
2012 — conf
Backhaul-constrained multi-cell cooperation using compressive sensing and spectral clustering.
SPAWC
Seung-Jun Kim, Swayambhoo Jain, Georgios B. Giannakis
2012 Misc conf
Chance-constrained optimization of uplink parameters for OFDMA cognitive radios.
ICASSP
Nasim Yahya Soltani, Seung-Jun Kim, Georgios B. Giannakis
2012 J jnl
Cross-Layer Design of Wireless Multihop Random Access Networks.
IEEE Trans. Signal Process.
Morteza Mardani, Seung-Jun Kim, Georgios B. Giannakis
2012 — conf
Sparse robust matrix tri-factorization with application to cancer genomics.
CIP
Seung-Jun Kim, Taehyun Hwang, Georgios B. Giannakis
2011 — conf
Admission and power control for cognitive radio networks by sequential geometric programming.
DSP
Emiliano Dall'Anese, Seung-Jun Kim, Georgios B. Giannakis
2011 J jnl
Channel Gain Map Tracking via Distributed Kriging.
IEEE Trans. Veh. Technol.
Emiliano Dall'Anese, Seung-Jun Kim, Georgios B. Giannakis
2011 J jnl
Cooperative Spectrum Sensing for Cognitive Radios Using Kriged Kalman Filtering.
IEEE J. Sel. Top. Signal Process.
Seung-Jun Kim, Emiliano Dall'Anese, Georgios B. Giannakis
2011 J jnl
Cross-Layer Design of Coded Multicast for Wireless Random Access Networks.
IEEE J. Sel. Areas Commun.
Ketan Rajawat, Nikolaos Gatsis, Seung-Jun Kim, Georgios B. Giannakis
2011 Misc conf
Cross-layer design of coded multicast for wireless random access networks.
CISS
Ketan Rajawat, Nikolaos Gatsis, Seung-Jun Kim, Georgios B. Giannakis
2011 — conf
Efficient and scalable demand response for the smart power grid.
CAMSAP
Seung-Jun Kim, Georgios B. Giannakis
2011 — conf
Joint link learning and cognitive radio sensing.
ACSCC
Seung-Jun Kim, Nitin Jain, Georgios B. Giannakis, Pedro A. Forero
2011 J jnl
Multi-Band Cognitive Radio Spectrum Sensing for Quality-of-Service Traffic.
IEEE Trans. Wirel. Commun.
Seung-Jun Kim, Guobing Li, Georgios B. Giannakis
2011 J jnl
Optimal Resource Allocation for MIMO Ad Hoc Cognitive Radio Networks.
IEEE Trans. Inf. Theory
Seung-Jun Kim, Georgios B. Giannakis
2011 — conf
Power Allocation for Cognitive Radio Networks under Channel Uncertainty.
ICC
Emiliano Dall'Anese, Seung-Jun Kim, Georgios B. Giannakis, Silvano Pupolin
2011 J jnl
Power Control for Cognitive Radio Networks Under Channel Uncertainty.
IEEE Trans. Wirel. Commun.
Emiliano Dall'Anese, Seung-Jun Kim, Georgios B. Giannakis, Silvano Pupolin
2011 Misc conf
Resource allocation for OFDMA cognitive radios under channel uncertainty.
ICASSP
Seung-Jun Kim, Nasim Yahya Soltani, Georgios B. Giannakis
2010 — conf
Collaborative channel gain map tracking for cognitive radios.
CIP
Seung-Jun Kim, Emiliano Dall'Anese, Georgios B. Giannakis, Silvano Pupolin
2010 B conf
Minimum-Delay Spectrum Sensing for Multi-Band Cognitive Radios.
GLOBECOM
Seung-Jun Kim, Guobing Li, Georgios B. Giannakis
2010 J jnl
Sequential and cooperative sensing for multi-channel cognitive radios.
IEEE Trans. Signal Process.
Seung-Jun Kim, Georgios B. Giannakis
2010 Misc conf
Sequential cooperative sensing for multi-channel cognitive radios.
ICASSP
Seung-Jun Kim, Georgios B. Giannakis
2009 J jnl
Rate-Optimal and Reduced-Complexity Sequential Sensing Algorithms for Cognitive OFDM Radios.
EURASIP J. Adv. Signal Process.
Seung-Jun Kim, Georgios B. Giannakis
2009 Misc conf
Rate-optimal and reduced-complexity sequential sensing algorithms for cognitive OFDM radios.
CISS
Seung-Jun Kim, Georgios B. Giannakis
2008 — conf
Optimal resource allocation for MIMO ad hoc cognitive radio networks.
Allerton
Seung-Jun Kim, Georgios B. Giannakis