Publications

2024

Conferences Eunjee Choi, and Jong-kook Kim,

"TT-BLIP: Enhancing Fake News Detection Using BLIP and Tri-Transformer,"
27th International Conference on Information Fusion (ISIF), 2024.

XinYu Piao, and Jong-kook Kim,
"GMM: An Efficient GPU Memory Management-based  Model Serving System for Multiple DNN Inference Models,"
53rd International Conference on Parallel Processing (ICPP), 2024.

Kyungryul Back, XinYu Piao, and Jong-kook Kim,
"Enhancing Reinforcement Learning Finetuned Text-to-Image Generative Model using Reward Ensemble,"
20th Generative Intelligence and Intelligent Tutoring Systems (ITS), 2024.

Journals MyungHoon Ryu, XinYu Piao, DoangJoo Synn, JooYoung Park, and Jong-Kook Kim,

“ADaPT: An Automated Dataloader Parameter Tuning Framework using AVL Tree-based Search Algorithms,”
KIPS Transactions on Computer and Communication Systems, Accpeted, 2024.

2023

Conferences Geun-pyo Park, XinYu Piao, and Jong-Kook Kim,

“A Study of a Method for Maintaining Accuracy Uniformity When Using Long-tailed Dataset,”
KIPS ASK Conference, 2023.

Joo Yong Shim, Jean Seong Bjorn Choe, and Jong-Kook Kim,
“A Study on Auction-Inspired Multi-GAN Training,”
KIPS ASK Conference, 2023.

Journals Joo Yong Shim, Soyi Jung, Joongheon Kim, and Jong-Kook Kim,

"Stabilized Performance Maximization for GAN-based Real-Time Authentication Image Generation over Internet,"
Multimedia Tools and Applications, vol. 83, pp. 62045-62059, 2023.

XinYu Piao, DoangJoo Synn, JooYoung Park, and Jong-Kook Kim,
"Enabling Large Batch Size Training for DNN Models Beyond the Memory Limit While Maintaining Performance,"
IEEE Access, vol. 11, pp. 102981-102990, 2023.

Joo Yong Shim, Joongheon Kim, and Jong-Kook Kim,
"Audio-to-Visual Cross-Modal Generation of Birds,"
IEEE Access, vol. 11, pp. 27719-27729, 2023.

2022

Conferences Haechun Chung, Joo Yong Shim, and Jong-kook Kim,

"Cross-Modal Contrastive Representation Learning for Audio-to-Image Generation,"
16th International Conference on Multimedia and Ubiquitous Engineering (MUE), 2022.

Haechun Chung, and Jong-kook Kim,
"C-SupConGAN: Using Contrastive Learning and Trained Data Features for Audio-to-Image Generation,"
Artificial Intelligence and Cloud Computing Conference (AICCC), 2022.

BumKyu Choi, Jean Seong Bjorn Choe, and Jong-kook Kim,
"Micro Junction Agent: A Scalable Multi-agent Reinforcement Learning Method for Traffic Control,"
14th International Conference on Agents and Artificial Intelligence (ICAART), 2022.

Won Joon Yun, David Mohaisen, Soyi Jung, Jong-kook Kim, and Joongheon Kim,
"Hierarchical Reinforcement Learning using Gaussian Random Trajectory Generation in Autonomous Furniture Assembly,"
ACM International Conference on Information and Knowledge Management (CIKM), 2022.

Journals Jung-Woo Han, Dong-Joo Synn, Tae-Hyeong Kim, Hae-Chun Chung, Jong-Kook Kim,

"Feature Based Sampling: A Fast and Robust Sampling Method for Tasks Using 3D Point Cloud,"
IEEE Access, vol. 10, pp. 58062-58070, 2022.

2021

Conferences Joo Yong Shim, Joongheon Kim, and Jong-Kook Kim,

"On the Tradeoff Between Computation-Time and Learning-Accuracy in GAN-Based Super-Resolution Deep Learning,"
IEEE International Conference on Information Networking (ICOIN), 2021.

Joo Yong Shim, Joongheon Kim, Jong-Kook Kim,
"S2I-Bird: Sound-to-Image Generation of Bird Species using Generative Adversarial Networks,"
IEEE International Conference on Pattern Recognition (ICPR), 2021.

Yunseok Kwak, Won Joon Yun, Soyi Jung, Jong-Kook Kim, and Joongheon Kim,
"Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation,"
International Conference on Information and Communication Technology Convergence (ICTC), 2021.

Seunghyeok Oh, Jaeho Choi, Jong-Kook Kim, and Joongheon Kim,
"Quantum Convolutional Neural Network for Resource-Efficient Image Classification: A Quantum Random Access Memory (QRAM) Approach,"
International Conference on Information Networking (ICOIN), 2021.

Jaeho Choi, Seunghyeok Oh, Soohyun Park, Jong-Kook Kim, and Joongheon Kim,
"Proper Cost Hamiltonian Design for Combinatorial Optimization Problems: A Boolean Function Approach,"
International Conference on Information Networking (ICOIN), 2021.

~ 2020

Conferences DongJea Kim, DoangJoo Synn, and Jong-Kook Kim,

“SG-Drop: Faster Skip-Gram by Dropping Context Words,”
Proceedings of the Korea Information Processing Society Conference, Korea Information Processing Society, 2020.

Joohyung Jeon, Junhui Kim, Joongheon Kim, Kwangsoo Kim, Aziz Mohaisen,  and Jong-Kook Kim,
“Privacy-Preserving Deep Learning Computation for Geo-Distributed Medical Big-Data Platforms,”
49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN-S), 2019.

Hyeonwoo Shim, and Jong-Kook Kim,
"Faster and Lighter Optical Flow Estimation Model using Depthwise Separable Convolution,"
5th International Conference on Next Generation Computing (ICNGC) , 2019.

Chan-Woong Jung, and Jong-Kook Kim,
"Analysis of Various Metrics for Text Generation Evaluation,"
5th International Conference on Next Generation Computing (ICNGC) , 2019.

Jae Won Cha, and Jong-Kook Kim,
"Artificial Neural Network based Remaining Useful Life Prediction for Rotating Components,"
5th International Conference on Next Generation Computing (ICNGC) , 2019.

Jean Seong Bjorn Choe, and Jong-Kook Kim,
"Enhancing Monte Carlo Tree Search for Playing Hearthstone,"
IEEE Conference on Games (COG), 2019.

Ju Yeong Sung, and Jong-Kook Kim,
"Emotion RecognIl-Young Kim, Jong-Kook Kim,
"Enhancing the Performance of a Distributed Mobile Computing Environment by Topology Construction,"
International Conference on Algorithms and Architectures for Parallel Processing 2012, pp. 21-30.

ition Using Fewer Facial Landmarks,"
4th International Conference on Next Generation Computing (ICNGC) , 2018.

GyuBeom Han, and Jong-Kook Kim,
"Classifier comparison for bearing failure detection of induction motors using current signal,"
10th International Conference on Ubiquitous and Future Networks (ICUFN), 2018.

Sungwon Seo, Jong-Kook Kim and Lynn Choi,
"Semantic Hashtag Relation Classification Using Co-occurrence Word Information,"
9th International Conference on Ubiquitous and Future Networks (ICUFN), 2017.

Young Jong Mo, Joongheon Kim, Jong-Kook Kim, Aziz Mohaisen and Woojoo Lee,
"Performance of Deep Learning Computation with TensorFlow Software Library in GPU-Capable Multi-Core Computing Platforms,"
9th International Conference on Ubiquitous and Future Networks (ICUFN), 2017.

Hyoung Uk Ha, Jong-Kook Kim,
"An evolutionary genetic neural networks for problems without prior knowledge,"
10th International Conference on Natural Computation (ICNC), 2014.

Sung Il Kim, Jong-Kook Kim, Hwan Tae Kim, Gyu Seong Kang,
"Using DVFS and Task Scheduling Algorithms for a Hard Real-Time Heterogeneous Multicore Processor Environment,"
International Workshop on Energy Efficient High Performance Parallel and Distributed Computing 2013, pp. 23-30.

Il-Young Kim, Jong-Kook Kim,
"Enhancing the Performance of a Distributed Mobile Computing Environment by Topology Construction,"
International Conference on Algorithms and Architectures for Parallel Processing 2012, pp. 21-30.

Sung Il Kim, Jong-Kook Kim, Hyoung Uk Ha, Tae Ho Kim, Kyu Htun Choi,
"Efficient Task Scheduling for Hard Real-Time Tasks in Asymmetric Multicore Processors,"
International Conference on Algorithms and Architectures for Parallel Processing 2012, pp. 187-196.

Sung Il Kim, Jae Young Jun, Jong-Kook Kim, Kyung-Chan Lee, Gyu Seong Kang, Taek-Soo Kim, Hee Kyoung Moon, Hye Chan Yoon, Hyungmin Kim, and Sang-Hoon Lee,
“Dynamic resource management for a cell-based distributed mobile computing environment,”
International Conference on Ubiquitous Intelligence and Computing 2011, pp. 174-184.

Ki Soo Park, Jong-Kook Kim, and Hwanho Yong,
“Decentralized Resource Management for a Distributed Mobile Computing Environment,”
International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA), 2010, pp. 291-296.

Il Young Kim and Jong-Kook Kim,
“Energy-Aware Routing Protocol for a Distributed Mobile Computing Environment,”
International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA), 2010, pp. 556-561.

Seok-bong Choi and Jong-Kook Kim,
“Dynamic resource management for longevity in web server systems,”
International Workshop on Multicore and Multithreaded Architectures and Programming (MMAP 2009), HPCC2009, pp. 636-641.

Joon Goo Lee, Dongha Jung, Jiho Chu, Seokjoong Hwang, Jong-Kook Kim, Janam Ku, Seon Wook Kim,
“Applying passive RFID system to wireless headphones for extreme low power consumption,”
International Conference on Design Automation Conference 2008, pp 486-491.

J.-K. Kim, H. J. Siegel, A. A. Maciejewski, and R. Eigenmann,
“Dynamic Mapping in Energy Constrained Heterogeneous Computing Systems,”
International Parallel and Distributed Processing Symposium (IPDPS), Apr. 2005.

S. Ali, A. A. Maciejewski, H. J. Siegel, and J.-K. Kim,
“Robust resource allocation for distributed computing systems,”
International Conference on Parallel Processing (ICPP), Aug. 2004, pp. 178-185.

S. Ali, A. A. Maciejewski, H. J. Siegel, and J.-K. Kim,
“On the robustness of resource allocation for parallel and distributed computing and communications,”
International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA), Vol. I, June 2003.

J.-K. Kim, S. Shivle, H. J. Siegel, A. A. Maciejewski, T. D. Braun, M. Schneider, S. Tideman, R. Chitta, R. B. Dilmaghani, R. Joshi, A. Kaul, A. Sharma, S. Sripada, P. Vangari, and S. S. Yellampalli,
“Dynamic mapping in a heterogeneous environment with tasks having priorities and multiple deadlines,”
12th Heterogeneous Computing Workshop (in the proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS)), April 2003.

S. Ali, A. A.Maciejewski, H. J. Siegel, and J.-K. Kim,
“Definition of robustness metric for resource allocation,”
International Parallel and Distributed Processing Symposium (IPDPS), April 2003.

S. Ali, J.-K. Kim, H. J. Siegel, A. A. Maciejewski, Y. Yu, S. B. Gundala, S. Gertphol, and V. Prasanna,
“Greedy heuristics for resource allocation in dynamic distributed real-time heterogeneous computing systems,”
International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA), Vol. II, June 2002, pp. 519-530.

S. Ali, J.-K. Kim, Y. Yu, S. B. Gundala, S. Gertphol, H. J. Siegel, A. A. Maciejewski, and V. Prasanna,
“Utilization-based heuristics for statically mapping real-time applications onto the HiPer-D heterogeneous computing system,”
11th Heterogeneous Computing Workshop (in the proceedings of the 16th International Parallel and Distributed Processing Symposium (IPDPS)), April 2002.

S. Gertphol, Y. Yu, S. B. Gundala, S. Ali, J.-K. Kim, A. A. Maciejewsk, H. J. Siegel, and Viktor Prasanna,
“A metric and mixed-integer-programming-based approach for resource allocation in dynamic real-time systems,”
International Parallel and Distributed Processing Symposium (IPDPS), April 2002.

J.-K. Kim, T. Kidd, H. J. Siegel, C. Irvine, T. Levin, D. A. Hensgen, D. St. John, V. K. Prasanna, R. F. Freund, and N. W. Porter,
“Collective value of QoS: A performance measure framework for distributed heterogeneous networks,”
10th Heterogeneous Computing Workshop (in the proceedings of the 15th International Parallel and Distributed Processing Symposium (IPDPS)), April 2001.

J.-K. Kim, D. A. Hensgen, T. Kidd, H. J. Siegel, D. St. John, C. Irvine, T. Levin, N. W. Porter, V. K. Prasanna, and R. F. Freund,
“A QoS performance measure framework for distributed heterogeneous networks,”
8th Euromicro Workshop on Parallel and Distributed Processing (PDP), January 2000, pp. 18-27.

D. A. Hensgen, T. Kidd, D. St. John, M. C. Schnaidt, H. J. Siegel, T. D. Braun, M. Maheswaran, S. Ali, J.-K. Kim, C. Irvine, T. Levin, R. Wright, R. F. Freund, M. Kussow, M. Godfrey, A. Duman, P. Carff, S. Kidd, V. Prasanna, P. Bhat, and A. Alhusaini,
“An overview of MSHN: The Management System for Heterogeneous Networks,”
8th Heterogeneous Computing Workshop (HCW), April 1999, pp. 184-198 (invited).

Journals Sung Il Kim, Jong-Kook Kim,

"A method to construct task scheduling algorithms for heterogeneous multi-core systems,"
IEEE Access, vol. 7, pp. 142640-142651, 2019.

Sungwon Seo, Jong-Kook Kim, Sung-Il Kim, Jeewoo Kim, Joongheon Kim,
"Semantic Hashtag Relation Classification Using Co-occurrence Word Information,"
Wireless Personal Communications, https://doi.org/10.1007/s11277-018-5745-y, vol. 107, pp. 1355-1365, 2018.

Joongheon Kim, Jae-Jin Lee, Jong-Kook Kim, and Woojoo Lee,
"Energy-Efficient Stabilized Automatic Control for Multicore Baseband in Millimeter-Wave Systems,"
IEEE Access, vol. 5, pp. 16584-16591, 2017.

Jaeseop Kim, Jong-Kook Kim,
"Energy aware task scheduling for a distributed MANET computing environment,"
Journal of Electrical Engineering and Technology, vol. 11(4), pp. 987-992, 2016.

Kyoungjin Jo, Seon Wook Kim, and Jong-Kook Kim,
"DiSCo: Distritued scalable compilation tool for heavy compilation workload,"
IEICE Transactions on Information and Systems, vol. E96-D(3), pp. 589-600, 2013.

Eun-Chan Park, Nojun Kwak, Suk Kyu Lee, Jong-Kook Kim, and Hwangnam Kim,
“Provisioning QoS for WiFi-enabled portable devices in home networks,”
KSII Transactions on Internet and Information Systems, vol. 5 (4), pp. 720-740, 2011.

Youngsun Han, Peter Harliman, Seon Wook Kim, Jong-Kook Kim, and Chulwoo Kim,
“A novel architecture for block interleaving algorithm in MB-OFDM using mixed radix system,”
IEEE Transaction on Very Large Scale Integration Systems, vol. 18 (6), pp. 1020-1024, 2010.

Yang-Ick Joo, Kyeong Hur, Jong-Kook Kim, Doo-Seop Eom, and Yeonwoo Lee,
“RIO Configuration Optimization for Assured Service in DiffServ Networks,”
IEEE Transactions on Consumer Electronics, vol. 55 (4), pp. 1968-1972, 2009.

Seung Beom Lee, Kyeong Hur, Jong-Kook Kim, and Doo-Seop Eom,
“A Handoff Packet Marker for DiffServ in Mobile IP-based Networks with Packet Buffering,”
IEEE Transactions on Consumer Electronics, vol. 55 (2), pp. 438-445, 2009.

Sung-Hak Song, Chang-Hoon Lee, Ju-Hyun Park, Kyo-Jun Koo, Jong-Kook Kim, and Jongsun Park,
 “Enhancing location estimation and reducing computation using adaptive zone based K-NNSS algorithm,”
KSII Transactions on Internet and Information Systems, vol. 3 (1), pp. 119-133, 2009.

Jong-Kook Kim, Howard Jay Siegel, Anthony A. Maciejewski, Rudolf Eigenmann,
 “Dynamic resource management in energy constrained heterogeneous computing systems using voltage scaling,”
IEEE Transactions on Parallel and Distributed Systems, vol. 19 (11), pp. 1445-1457, 2008.

Shoukat Ali, Jong-Kook Kim, Howard Jay Siegel, Anthony A. Maciejewski,
"Static heuristics for robust resource allocation of continuously executing applications,”
Journal of Parallel and Distributed Computing, vol. 68 (8), pp. 1070-1080, 2008.

Jaegeun Oh, Seok Joong Hwang, Huong Giang Nguyen, Areum Kim, Seon Wook Kim, Chulwoo Kim, and Jong-Kook Kim,
“Exploiting thread-level parallelism in lockstep execution by partially duplicating a single pipeline,”
ETRI Journal, vol. 30 (3), pp. 576-586, 2008.

Jong-Kook Kim, Sameer Shivle, Howard Jay Siegel, Anthony A. Maciejewski, Tracy D. Braun, Myron Schneider, Sonja Tideman, Ramakrishna Chitta, Raheleh B. Dilmaghani, and Rohit Joshi,
“Dynamically mapping tasks with priorities and multiple deadlines in a heterogeneous environment,”
Journal of Parallel and Distributed Computing, vol. 67 (2), pp. 154-169, 2007.

Jong-Kook Kim, Debra A. Hensgen, Taylor Kidd, Howard Jay Siegel, David St. John, Cynthia E. Irvine, Timothy E. Levin, N. Wayne Porter, Viktor K. Prasanna, and Richard F. Freund,
“A flexible multi-dimensional QoS performance measure framework for distributed heterogeneous systems,”
Cluster Computing, vol. 9 (3), pp. 281-296, 2006.

Shoukat Ali, Anthony A. Maciejewski, Howard Jay Siegel, and Jong-Kook Kim,
“Measuring the robustness of a resource allocation,”
IEEE Transactions on Parallel and Distributed Systems, vol. 15 (7), pp. 630-641, 2004.

Shoukat Ali, Jong-Kook Kim, Yang Yu, Shriram B. Gundala, Sethvidh Gertphol, Howard Jay Siegel, Anthony A. Maciejewski, and Viktor Prasanna,
“Utilization-based techniques for statically mapping heterogeneous applications onto the HiPer-D heterogeneous computing system,”
Parallel and Distributed Computing Practices, Special Issue on Parallel Numeric Algorithms on Faster Computers, vol. 5 (4) , 2002.

Book Chapters Jong-Kook Kim, 

“Resource Management for Distributed Mobile Computing,”
Energy-Efficient Distributed Computing Systems, eds. Albert Y. Zomaya and Young Choon Lee, 2012

Seokjoong Hwang, Seon Wook Kim, and Jong-Kook Kim,
“Virtual Memory and Buffer Storage,”
Wiley Encyclopedia of Computer Science and Engineering, 2008