Seung-Jun Kim

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 33

Top Topics

Dictionary Learning

Subspace Clustering

Top Venues

IEEE Trans. Wirel. Commun.

Publications

Hao Chen, Seung-Jun Kim
Unsupervised Radio Scene Analysis Using Variational Autoencoder. ICC (2023)
Young-Hwan Lee, Seung-Jun Kim, Kwang Y. Lee, Taesik Nam
Online Robust Subspace Clustering With Application to Power Grid Monitoring. IEEE Access 11 (2023)
Hao Chen, Seung-Jun Kim
Unsupervised Radio Scene Analysis Using Neural Expectation Maximization. MILCOM (2022)
Daniel Romero, Seung-Jun Kim
Radio Map Estimation: A data-driven approach to spectrum cartography. IEEE Signal Process. Mag. 39 (6) (2022)
Fateme Ghayem, Hanlu Yang, Furkan Kantar, Seung-Jun Kim, Vince D. Calhoun, Tülay Adali
New Interpretable Patterns and Discriminative Features from Brain Functional Network Connectivity Using Dictionary Learning. CoRR (2022)
William C. Walton, Seung-Jun Kim, Lisa A. Mullen
Automated Registration for Dual-View X-Ray Mammography Using Convolutional Neural Networks. IEEE Trans. Biomed. Eng. 69 (11) (2022)
Byron McMullen, Seung-Jun Kim
Performance of Compressed Sensing MIMO Radar Based on Low-Rank Matrix Recovery. MILCOM (2022)
Ben Gabrielson, Mohammad A. B. S. Akhonda, Zois Boukouvalas, Seung-Jun Kim, Tülay Adali
ICA with Orthogonality Constraint: Identifiability And A New Efficient Algorithm. ICASSP (2021)
Hao Chen, Seung-Jun Kim
Robust RF Mixture Signal Recognition Using Discriminative Dictionary Learning. IEEE Access 9 (2021)
Rami Mowakeaa, Seung-Jun Kim, Darren K. Emge
Kernearl-Based Lifelong Policy Gradient Reinforcement Learning. ICASSP (2021)
Rami Mowakeaa, Seung-Jun Kim, Darren K. Emge
Kernel-Based Lifelong Multitask Multiview Learning. ACSCC (2021)
Sunyong Kim, Rami Mowakeaa, Seung-Jun Kim, Hyuk Lim
Building Energy Management for Demand Response Using Kernel Lifelong Learning. IEEE Access 8 (2020)
Luis M. Lopez-Ramos, Yves Teganya, Baltasar Beferull-Lozano, Seung-Jun Kim
Channel Gain Cartography via Mixture of Experts. GLOBECOM (2020)
Luis M. Lopez-Ramos, Yves Teganya, Baltasar Beferull-Lozano, Seung-Jun Kim
Channel Gain Cartography via Mixture of Experts. CoRR (2020)
Rui Jin, Krishna Dontaraju, Seung-Jun Kim, Mohammad Abu Baker Siddique Akhonda, Tülay Adali
Dictionary Learning-Based fMRI Data Analysis for Capturing Common and Individual Neural Activation Maps. IEEE J. Sel. Top. Signal Process. 14 (6) (2020)
Jiaming Li, Yue Zhao, Young-Hwan Lee, Seung-Jun Kim
Learning to Infer Voltage Stability Margin Using Transfer Learning. DSW (2019)
Ryangsoo Kim, Yonggang Kim, Nam Yul Yu, Seung-Jun Kim, Hyuk Lim
Online Learning-Based Downlink Transmission Coordination in Ultra-Dense Millimeter Wave Heterogeneous Networks. IEEE Trans. Wirel. Commun. 18 (4) (2019)
Seung-Jun Kim, Rami Mowakeaa
Kernel-Based Efficient Lifelong Learning Algorithm. DSW (2019)
William C. Walton, Seung-Jun Kim, Susan C. Harvey, Lisa A. Mullen, David W. Porter
Towards CNN-Based Registration of Craniocaudal and Mediolateral Oblique 2-D X-ray Mammographic Images. EMBC (2019)
Hao Chen, Seung-Jun Kim, Thomas Chatt
Discriminative Dictionary Learning for Mixture Component Detection with Application to RF Signal Recognition. ACSSC (2018)
Krishna Dontaraju, Seung-Jun Kim, Mohammad A. B. S. Akhonda, Tülay Adali
Capturing Common and Individual Components in fMRI Data by Discriminative Dictionary Learning. ACSSC (2018)
Seung-Jun Kim, Vince D. Calhoun, Tülay Adali
Flexible large-scale fMRI analysis: A survey. ICASSP (2017)
Daniel Romero, Seung-Jun Kim, Georgios B. Giannakis, Roberto López-Valcarce
Learning Power Spectrum Maps From Quantized Power Measurements. IEEE Trans. Signal Process. 65 (10) (2017)
Young-Hwan Lee, Yue Zhao, Seung-Jun Kim, Jiaming Li
Predicting voltage stability margin via learning stability region boundary. CAMSAP (2017)
Donghoon Lee, Seung-Jun Kim, Georgios B. Giannakis
Channel Gain Cartography for Cognitive Radios Leveraging Low Rank and Sparsity. IEEE Trans. Wirel. Commun. 16 (9) (2017)
Seung-Jun Kim, Georgios B. Giannakis
An Online Convex Optimization Approach to Real-Time Energy Pricing for Demand Response. IEEE Trans. Smart Grid 8 (6) (2017)
Seung-Jun Kim, Seok-Won Lee
Social Engineering Based Security Requirements Elicitation Model for Advanced Persistent Threats. APRES (2017)
Adam J. Schoenwald, Seung-Jun Kim, Priscilla N. Mohammed
Radio frequency interference detection for passive remote sensing using eigenvalue analysis. IGARSS (2017)
Young-Hwan Lee, Seung-Jun Kim
Online robust subspace clustering for analyzing incomplete synchrophasor measurements. GlobalSIP (2016)
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
An integrative somatic mutation analysis to identify pathways linked with survival outcomes across 19 cancer types. Bioinform. 32 (11) (2016)
Swayambhoo Jain, Seung-Jun Kim, Georgios B. Giannakis
Backhaul-Constrained Multicell Cooperation Leveraging Sparsity and Spectral Clustering. IEEE Trans. Wirel. Commun. 15 (2) (2016)
Jeon Lee, Seung-Jun Kim
Online kernel dictionary learning on a budget. ACSSC (2016)
Daniel Romero, Seung-Jun Kim, Georgios B. Giannakis, Roberto López-Valcarce
Learning Power Spectrum Maps from Quantized Power Measurements. CoRR (2016)
Nasim Yahya Soltani, Seung-Jun Kim, Georgios B. Giannakis
Real-Time Load Elasticity Tracking and Pricing for Electric Vehicle Charging. IEEE Trans. Smart Grid 6 (3) (2015)
Seung-Jun Kim
Online kernel dictionary learning. GlobalSIP (2015)
Daniel Romero, Seung-Jun Kim, Georgios B. Giannakis
Online spectrum cartography via quantized measurements. CISS (2015)
Yu Zhang, Seung-Jun Kim, Georgios B. Giannakis
Short-term wind power forecasting using nonnegative sparse coding. CISS (2015)
Jeon Lee, Seung-Jun Kim, Rong Chen, Edward H. Herskovits
Brain tumor image segmentation using kernel dictionary learning. EMBC (2015)
Daniel Romero, Seung-Jun Kim, Georgios B. Giannakis
Stochastic semiparametric regression for spectrum cartography. CAMSAP (2015)
Daniel Romero, Seung-Jun Kim, Roberto López-Valcarce, Georgios B. Giannakis
Spectrum cartography using quantized observations. ICASSP (2015)
Seung-Jun Kim, Georgios B. Giannakis, Kwang Y. Lee
Online optimal power flow with renewables. ACSSC (2014)
Konstantinos Slavakis, Seung-Jun Kim, Gonzalo Mateos, Georgios B. Giannakis
Stochastic Approximation vis-a-vis Online Learning for Big Data Analytics [Lecture Notes]. IEEE Signal Process. Mag. 31 (6) (2014)
Seung-Jun Kim, Georgios B. Giannakis
Real-time electricity pricing for demand response using online convex optimization. ISGT (2014)
Swayambhoo Jain, Seung-Jun Kim, Georgios B. Giannakis
Backhaul-Constrained Multi-Cell Cooperation Leveraging Sparsity and Spectral Clustering. CoRR (2014)
Donghoon Lee, Seung-Jun Kim
Channel gain cartography via low rank and sparsity. ACSSC (2014)
Seung-Jun Kim, Gang Wang, Georgios B. Giannakis
Online semidefinite programming for power system state estimation. ICASSP (2014)
Nasim Yahya Soltani, Seung-Jun Kim, Georgios B. Giannakis
Online learning of load elasticity for electric vehicle charging. CAMSAP (2013)
Georgios B. Giannakis, Vassilis Kekatos, Nikolaos Gatsis, Seung-Jun Kim, Hao Zhu, Bruce F. Wollenberg
Monitoring and Optimization for Power Grids: A Signal Processing Perspective. IEEE Signal Process. Mag. 30 (5) (2013)
Seung-Jun Kim, Georgios B. Giannakis
Dynamic learning for cognitive radio sensing. CAMSAP (2013)
Seung-Jun Kim, Georgios B. Giannakis
Cognitive radio spectrum prediction using dictionary learning. GLOBECOM (2013)
Seung-Jun Kim, Georgios B. Giannakis
Load forecasting via low rank plus sparse matrix factorization. ACSSC (2013)
Seung-Jun Kim, Georgios B. Giannakis
Scalable and Robust Demand Response With Mixed-Integer Constraints. IEEE Trans. Smart Grid 4 (4) (2013)
Nasim Yahya Soltani, Seung-Jun Kim, Georgios B. Giannakis
Chance-Constrained Optimization of OFDMA Cognitive Radio Uplinks. IEEE Trans. Wirel. Commun. 12 (3) (2013)
Seung-Jun Kim, Nasim Yahya Soltani, Georgios B. Giannakis
Resource Allocation for OFDMA Cognitive Radios Under Channel Uncertainty. IEEE Trans. Wirel. Commun. 12 (7) (2013)
Gang Wang, Seung-Jun Kim, Georgios B. Giannakis
Moving-Horizon Dynamic Power System State Estimation Using Semidefinite Relaxation. CoRR (2013)
Nasim Yahya Soltani, Seung-Jun Kim, Georgios B. Giannakis
Chance-constrained optimization of uplink parameters for OFDMA cognitive radios. ICASSP (2012)
Morteza Mardani, Seung-Jun Kim, Georgios B. Giannakis
Cross-Layer Design of Wireless Multihop Random Access Networks. IEEE Trans. Signal Process. 60 (5) (2012)
Seung-Jun Kim, Swayambhoo Jain, Georgios B. Giannakis
Backhaul-constrained multi-cell cooperation using compressive sensing and spectral clustering. SPAWC (2012)
Seung-Jun Kim, TaeHyun Hwang, Georgios B. Giannakis
Sparse robust matrix tri-factorization with application to cancer genomics. CIP (2012)
Seung-Jun Kim, Nasim Yahya Soltani, Georgios B. Giannakis
Resource allocation for OFDMA cognitive radios under channel uncertainty. ICASSP (2011)
Emiliano Dall'Anese, Seung-Jun Kim, Georgios B. Giannakis, Silvano Pupolin
Power Allocation for Cognitive Radio Networks under Channel Uncertainty. ICC (2011)
Seung-Jun Kim, Georgios B. Giannakis
Efficient and scalable demand response for the smart power grid. CAMSAP (2011)
Seung-Jun Kim, Emiliano Dall'Anese, Georgios B. Giannakis
Cooperative Spectrum Sensing for Cognitive Radios Using Kriged Kalman Filtering. IEEE J. Sel. Top. Signal Process. 5 (1) (2011)
Seung-Jun Kim, Georgios B. Giannakis
Optimal Resource Allocation for MIMO Ad Hoc Cognitive Radio Networks. IEEE Trans. Inf. Theory 57 (5) (2011)
Emiliano Dall'Anese, Seung-Jun Kim, Georgios B. Giannakis, Silvano Pupolin
Power Control for Cognitive Radio Networks Under Channel Uncertainty. IEEE Trans. Wirel. Commun. 10 (10) (2011)
Seung-Jun Kim, Guobing Li, Georgios B. Giannakis
Multi-Band Cognitive Radio Spectrum Sensing for Quality-of-Service Traffic. IEEE Trans. Wirel. Commun. 10 (10) (2011)
Seung-Jun Kim, X. Wang
Hierarchical approach to interference mitigation in multi-cell downlink orthogonal frequency-division multiple-access networks with low feedback. IET Commun. 5 (5) (2011)
Emiliano Dall'Anese, Seung-Jun Kim, Georgios B. Giannakis
Channel Gain Map Tracking via Distributed Kriging. IEEE Trans. Veh. Technol. 60 (3) (2011)
Emiliano Dall'Anese, Seung-Jun Kim, Georgios B. Giannakis
Admission and power control for cognitive radio networks by sequential geometric programming. DSP (2011)
Ketan Rajawat, Nikolaos Gatsis, Seung-Jun Kim, Georgios B. Giannakis
Cross-Layer Design of Coded Multicast for Wireless Random Access Networks. IEEE J. Sel. Areas Commun. 29 (10) (2011)
Seung-Jun Kim, Nitin Jain, Georgios B. Giannakis, Pedro A. Forero
Joint link learning and cognitive radio sensing. ACSCC (2011)
Ketan Rajawat, Nikolaos Gatsis, Seung-Jun Kim, Georgios B. Giannakis
Cross-layer design of coded multicast for wireless random access networks. CISS (2011)
Seung-Jun Kim, Georgios B. Giannakis
Sequential cooperative sensing for multi-channel cognitive radios. ICASSP (2010)
Seung-Jun Kim, Emiliano Dall'Anese, Georgios B. Giannakis, Silvano Pupolin
Collaborative channel gain map tracking for cognitive radios. CIP (2010)
Seung-Jun Kim, Guobing Li, Georgios B. Giannakis
Minimum-Delay Spectrum Sensing for Multi-Band Cognitive Radios. GLOBECOM (2010)
Seung-Jun Kim, Georgios B. Giannakis
Sequential and cooperative sensing for multi-channel cognitive radios. IEEE Trans. Signal Process. 58 (8) (2010)
Seung-Jun Kim, Georgios B. Giannakis
Rate-Optimal and Reduced-Complexity Sequential Sensing Algorithms for Cognitive OFDM Radios. EURASIP J. Adv. Signal Process. 2009 (2009)
Seung-Jun Kim, Georgios B. Giannakis
Rate-optimal and reduced-complexity sequential sensing algorithms for cognitive OFDM radios. CISS (2009)
Seung-Jun Kim, Xiaodong Wang, Mohammad Madihian
Optimal resource allocation in multi-hop OFDMA wireless networks with cooperative relay. IEEE Trans. Wirel. Commun. 7 (5-2) (2008)
Seung-Jun Kim, Xiaodong Wang, Mohammad Madihian
Energy efficiency of a per-hop relay selection scheme for sensor networks using cooperative MIMO. Int. J. Sens. Networks 4 (1/2) (2008)
Min Cao, Xiaodong Wang, Seung-Jun Kim, Mohammad Madihian
Multi-hop wireless backhaul networks: a cross-layer design paradigm. IEEE J. Sel. Areas Commun. 25 (4) (2007)
Seung-Jun Kim, Xiaodong Wang, Mohammad Madihian
Cross-Layer Design of Wireless Multihop Backhaul Networks With Multiantenna Beamforming. IEEE Trans. Mob. Comput. 6 (11) (2007)
Seung-Jun Kim, Xiaodong Wang, Mohammad Madihian
Distributed Joint Routing and Medium Access Control for Lifetime Maximization of Wireless Sensor Networks. IEEE Trans. Wirel. Commun. 6 (7) (2007)
Seung-Jun Kim, Richard E. Cagley, Ronald A. Iltis
Spectrally efficient communication for wireless sensor networks using a cooperative MIMO technique. Wirel. Networks 13 (3) (2007)
Seung-Jun Kim, Xiaodong Wang, Mohammad Madihian
Resource Allocation in Multi-Hop OFDMA Wireless Backhaul Networks With Cooperative Relaying. GLOBECOM (2007)
Ronald A. Iltis, Seung-Jun Kim, Duong A. Hoang
Noncooperative iterative MMSE beamforming algorithms for ad hoc networks. IEEE Trans. Commun. 54 (4) (2006)
Seung-Jun Kim, Xiaodong Wang, Mohammad Madihian
Joint Routing and Medium Access Control for Lifetime Maximization of Distributed Wireless Sensor Networks. ICC (2006)
Yong-Hwan Lee, Seung-Jun Kim
Median-prefiltering-based robust acquisition of direct-sequence spread-spectrum signals in wide-band pulse jamming. IEEE Trans. Veh. Technol. 51 (1) (2002)
Yong-Hwan Lee, Seung-Jun Kim
Sequence acquisition of DS-CDMA systems employing Gold sequences. IEEE Trans. Veh. Technol. 49 (6) (2000)
Yong-Hwan Lee, Seung-Jun Kim
Acquisition performance of Gold sequence based DS-CDMA systems. PIMRC (1997)