Kyungbaek Kim - RankMe

97 papers A* 1A 1B 7C 13Misc 4Journal 34Unranked 37

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ATC-FL: Adaptive Thompson Sampling for Efficient Clustering in Federated Learning. IEEE Access Shivani Sanjay Kolekar, Jisoo Shin, David J. Richter, Kyungbaek Kim
2026	J	`jnl`	An Improved Small Defect Classification System Using Image Patching Methodology on Aluminum Car Doors. IEEE Access Ugur Ercelik, Hyeonseok Jin, Longfei Li, Kyungbaek Kim
2026	—	`conf`	Evaluating Knowledge Distillation for Plant Leaf Disease Classification. ICAIIC David J. Richter, Md Ilias Bappi, Kyungbaek Kim
2026	—	`conf`	Federated Speech Encoder Fine-Tuning for Multilingual Cross Site Parkinson's Speech Classification: Performance Fairness Analysis. ICAIIC Shivani Sanjay Kolekar, Jisoo Shin, Haewoon Nam, Kyungbaek Kim
2026	—	`conf`	HCAPO: Transformer-Based Adaptive Policy Orchestration for Hybrid-Cloud Security. ICAIIC Geonmin Kim, Yejin Kim, Taerim Kim, Kyungbaek Kim
2026	—	`conf`	Multi-Scale Convolutional Reconstruction Defense Against Adversarial and Real-World Corruptions in Plant Disease Recognition. ICAIIC Md Ilias Bappi, Urusha Shakhakarmi, Jisoo Shin, Kyungbaek Kim
2025	J	`jnl`	A Data-Driven Model to Predict Regular Strength Exercise Patterns in Patients With Chronic Obstructive Pulmonary Disease: A Secondary Analysis. IEEE Access Hyeonseok Jin, Ja Yun Choi, Sehyun Cho, Kyungbaek Kim
2025	J	`jnl`	A Systematic Review of the Current State of Transfer Learning Accelerated CNN-Based Plant Leaf Disease Classification. IEEE Access David J. Richter, Md Ilias Bappi, Shivani Sanjay Kolekar, Kyungbaek Kim
2025	—	`conf`	Assessing the Impact of State-Space Complexity on an Image Based DQN via the Game of Snake. ICAIIC David J. Richter, Kyungbaek Kim
2025	J	`jnl`	DATC-STP: Towards Accurate yet Efficient Spatiotemporal Prediction With Transformer-Style CNN. IEEE Access Hyeonseok Jin, Kyungbaek Kim
2025	—	`conf`	DMTR Norm: Improving the Performance of Handwriting Verification Model with Distortion Minimized Text Region Preprocessing. MetroXRAINE Seyeon Jeong, MyeongHoon Lee, HyeonSu Jung, Kyungbaek Kim
2025	J	`jnl`	Deep learning-based diabetic retinopathy recognition and grading: Challenges, gaps, and an improved approach - A survey. ICT Express Md Ilias Bappi, Jannat Afrin Juthy, Kyungbaek Kim
2025	J	`jnl`	Deformable Dynamic Convolution for Accurate yet Efficient Spatio-Temporal Traffic Prediction. CoRR Hyeonseok Jin, Geonmin Kim, Kyungbaek Kim
2025	B	`conf`	Resource-Efficient Federated Fine-Tuning of LLMs for Downstream Tasks of Speech Recognition. NOMS Shivani Sanjay Kolekar, Kyungbaek Kim
2025	J	`jnl`	STE-NTP: A Long-Short Period Aware Network Traffic Prediction Model. IEEE Access Longfei Li, Kyungbaek Kim
2025	—	`conf`	STMFNet: Spatial Texture Multi-Scale Feature Fusion Attention Network for Diabetic Retinopathy Classification. ICAIIC Md Ilias Bappi, Md Monir Ahammod Bin Atique, Kyungbaek Kim
2024	J	`jnl`	A Review of Reinforcement Learning for Fixed-Wing Aircraft Control Tasks. IEEE Access David J. Richter, Ricardo A. Calix, Kyungbaek Kim
2024	—	`conf`	Advancing AI Voice Synthesis: Integrating Emotional Expression in Multi-Speaker Voice Generation. ICAIIC Shivani Sanjay Kolekar, David J. Richter, Md Ilias Bappi, Kyungbaek Kim
2024	B	`conf`	GTT-NTP: A Graph Convolutional Networks-Based Network Traffic Prediction model. NOMS Longfei Li, Kyungbaek Kim
2024	J	`jnl`	Multi-Convolutional Channel Residual Spatial Attention U-Net for Industrial and Medical Image Segmentation. IEEE Access Haoyu Chen, Kyungbaek Kim
2023	—	`conf`	Data Pipeline Design for Dangerous Driving Behavior Detection System. ICAIIC Hyeonjun Jo, Sungwoong Yeom, Haoyu Chen, Kyungbaek Kim
2023	—	`conf`	Design of Precision Medicine Web-service Platform Towards Health Care Digital Twin. ICUFN Shivani Sanjay Kolekar, Haoyu Chen, Kyungbaek Kim
2023	C	`conf`	Network State Prediction with Attention-Based Graph Convolutional Network. APNOMS Longfei Li, Haoyu Chen, Sungwoong Yeom, Shivani Sanjay Kolekar, Kyungbaek Kim
2023	J	`jnl`	Networking Data and Intelligent Management in the Post-COVID19 Era: A Report on APNOMS 2021. J. Netw. Syst. Manag. Jen-Jee Chen, Ryo Yamamoto, Kyungbaek Kim, Jiun-Long Huang, Kazuhiko Kinoshita, Woojin Seok, Li-Hsing Yen
2023	C	`conf`	Optimizing Cluster Head Placement in Federated Clustering: A Genetic Algorithm Approach. APNOMS Shivani Sanjay Kolekar, Kyungbaek Kim
2022	—	`conf`	A Big Data Platform for Real-Time Video~Surveillance. RICE Thi-Thu-Trang Do, Quang-Thinh Dam, Tai-Huy Ha, Quyet-Thang Huynh, Kyungbaek Kim, Van-Quyet Nguyen
2022	—	`conf`	Big Data Knowledge Acquisition Platform for Smart Farming. SoICT Van-Quyet Nguyen, Van-Hau Nguyen, Minh-Quy Nguyen, Quyet-Thang Huynh, Kyungbaek Kim
2022	C	`conf`	Effective Edge Server Placement for Efficient Federated Clustering. APNOMS Sungwoong Yeom, Shivani Sanjay Kolekar, Kyungbaek Kim
2022	J	`jnl`	Estimating searching cost of regular path queries on large graphs by exploiting unit-subqueries. J. Heuristics Van-Quyet Nguyen, Quyet-Thang Huynh, Kyungbaek Kim
2022	J	`jnl`	LSTM-Based Collaborative Source-Side DDoS Attack Detection. IEEE Access Sungwoong Yeom, Chulwoong Choi, Kyungbaek Kim
2022	C	`conf`	Security Service-aware Reinforcement Learning for Efficient Network Service Provisioning. APNOMS Hyeonjun Jo, Kyungbaek Kim
2021	C	`conf`	Dynamic Network Provisioning with Reinforcement Learning based on Link Stability. APNOMS Hong-Nam Quach, Sungwoong Yeom, Kyungbaek Kim
2021	J	`jnl`	Effective Anomaly Detection in Smart Home by Analyzing Sensor Correlations. IEICE Trans. Inf. Syst. Giang-Truong Nguyen, Van-Quyet Nguyen, Van-Hau Nguyen, Kyungbaek Kim
2021	C	`conf`	Graph Convolutional Network based Link State Prediction. APNOMS Sungwoong Yeom, Chulwoong Choi, Shivani Sanjay Kolekar, Kyungbaek Kim
2021	Misc	`conf`	Source-side DoS attack detection with LSTM and seasonality embedding. SAC Sungwoong Yeom, Chulwoong Choi, Kyungbaek Kim
2020	—	`conf`	Accelerating Parallel Evaluation of Regular Path Queries on Large Graphs by Estimating Joining Cost of Subqueries. SMA Van-Quyet Nguyen, Van-Hau Nguyen, Huy-The Vu, Minh-Quy Nguyen, Quyet-Thang Huynh, Kyungbaek Kim
2020	—	`conf`	AutoEncoder Based Feature Extraction for Multi-Malicious Traffic Classification. SMA Sungwoong Yeom, Chulwoong Choi, Kyungbaek Kim
2020	—	`conf`	CNN based Lung Indexing Method for DICOM CT Image. SMA Chulwoong Choi, Sungwoong Yeom, Hieyong Jeong, Kyungbaek Kim
2020	C	`conf`	Dynamic Network Provisioning with AI-enabled Path Planning. APNOMS Hong-Nam Quach, Chulwoong Choi, Kyungbaek Kim
2020	—	`conf`	Empirical Study on SAT-Encodings of the At-Most-One Constraint. SMA Van-Hau Nguyen, Van-Quyet Nguyen, Kyungbaek Kim, Pedro Barahona
2020	—	`conf`	Image and Encoded Text Fusion for Deep Multi-Modal Clustering. SMA Truong-Dong Do, Kyungbaek Kim, Hyuk Ro Park, Hyung-Jeong Yang
2020	C	`conf`	Improving Performance of Collaborative Source-Side DDoS Attack Detection. APNOMS Sungwoong Yeom, Kyungbaek Kim
2020	—	`conf`	Survey on High-Dimensional Medical Data Clustering. SMA Velmurugan Arresh Balaji, Chulwoong Choi, Kyungbaek Kim
2020	—	`conf`	Survey on Reinforcement Learning based Efficient Routing in SDN. SMA Hong-Nam Quach, Sungwoong Yeom, Kyungbaek Kim
2019	—	`conf`	A Genetic Algorithm for Large Graph Partitioning Problem. SoICT Xuan-Tung Nguyen, Phuong-Nam Cao, Van-Quyet Nguyen, Kyungbaek Kim, Huynh Quyet Thang
2019	B	`conf`	A Scalable Approach for Dynamic Evacuation Routing in Large Smart Buildings. SMARTCOMP Van-Quyet Nguyen, Huu Duy Nguyen, Huynh Quyet Thang, Nalini Venkatasubramanian, Kyungbaek Kim
2019	J	`jnl`	Gradual Switch Clustering Based Virtual Middlebox Placement for Improving Service Chain Performance. IEICE Trans. Inf. Syst. Duc Tiep Vu, Kyungbaek Kim
2019	J	`jnl`	Traffic Seasonality aware Threshold Adjustment for Effective Source-side DoS Attack Detection. KSII Trans. Internet Inf. Syst. Giang-Truong Nguyen, Van-Quyet Nguyen, Sinh-Ngoc Nguyen, Kyungbaek Kim
2018	J	`jnl`	A Survey about Consensus Algorithms Used in Blockchain. J. Inf. Process. Syst. Giang-Truong Nguyen, Kyungbaek Kim
2018	—	`conf`	Design and implementation of intrusion detection system using convolutional neural network for DoS detection. ICMLSC Sinh-Ngoc Nguyen, Van-Quyet Nguyen, Jintae Choi, Kyungbaek Kim
2018	J	`jnl`	Source-Side Detection of DRDoS Attack Request with Traffic-Aware Adaptive Threshold. IEICE Trans. Inf. Syst. Sinh-Ngoc Nguyen, Van-Quyet Nguyen, Giang-Truong Nguyen, Jeongnyeo Kim, Kyungbaek Kim
2017	—	`conf`	Assessing the Impact of DoS Attacks on IoT Gateway. MUE/FutureTech Yungee Lee, Wangkwang Lee, Giwon Shin, Kyungbaek Kim
2017	J	`jnl`	Efficient Regular Path Query Evaluation by Splitting with Unit-Subquery Cost Matrix. IEICE Trans. Inf. Syst. Van-Quyet Nguyen, Kyungbaek Kim
2017	—	`conf`	Estimating the Evaluation Cost of Regular Path Queries on Large Graphs. SoICT Van-Quyet Nguyen, Kyungbaek Kim
2017	C	`conf`	Location-aware dynamic network provisioning. APNOMS Van-Quyet Nguyen, Sinh-Ngoc Nguyen, Deokjai Choi, Kyungbaek Kim
2017	—	`conf`	Real-Time Earthquake Detection Using Convolutional Neural Network and Social Data. BigMM Van Quan Nguyen, Hyung-Jeong Yang, Kyungbaek Kim, A-Ran Oh
2017	C	`conf`	Suspicious traffic detection based on edge gateway sampling method. APNOMS Sinh-Ngoc Nguyen, Jintae Choi, Kyungbaek Kim
2017	—	`conf`	multiFIA Multi-dimensional future Internet architecture. ICUFN Seung-Joon Seok, Muhammad Afaq, Kyungbaek Kim, Deokjai Choi, Youn-Hee Han, Woojin Seok, Wang-Cheol Song
2016	C	`conf`	Design of service abstraction model for enhancing network provision in future network. APNOMS I Gde Dharma Nugraha, Quyet Nguyen-Van, Duc Tiep Vu, Ngoc Nguyen-Sinh, J. D. Alvin Prayuda, Kyungbaek Kim, Deokjai Choi
2016	J	`jnl`	Flow Clustering Based Efficient Consolidated Middlebox Positioning Approach for SDN/NFV-Enabled Network. IEICE Trans. Inf. Syst. Duc Tiep Vu, Kyungbaek Kim
2016	—	`conf`	Resilient Overlays for IoT-Based Community Infrastructure Communications. IoTDI Kyle E. Benson, Qing Han, Kyungbaek Kim, Phu Nguyen, Nalini Venkatasubramanian
2015	—	`conf`	Assessing the impact of resource attack in Software Defined Network. ICOIN Hiep T. Nguyen Tri, Kyungbaek Kim
2015	J	`jnl`	Predicting User Attitude by Using GPS Location Clustering. IEICE Trans. Inf. Syst. Rajashree S. Sokasane, Kyungbaek Kim
2014	C	`conf`	Aggregation management design for user-defined network infrastructure. APNOMS Ardiansyah Musa Efendi, Sungmin Hwang, Fiqri Muthohar, Gihyun Bang, Deokjai Choi, Kyungbaek Kim, Wang-Cheol Song, Seung-Joon Seok, Seunghae Kim
2014	J	`jnl`	Efficient and Reliable Application Layer Multicast for Flash Dissemination. IEEE Trans. Parallel Distributed Syst. Kyungbaek Kim, Sharad Mehrotra, Nalini Venkatasubramanian
2014	J	`jnl`	Leveraging Social Feedback to Verify Online Identity Claims. ACM Trans. Web Michael Sirivianos, Kyungbaek Kim, Jian Wei Gan, Xiaowei Yang
2014	J	`jnl`	Paging out Multiple Clusters to Improve Virtual Memory System Performance. IEICE Trans. Inf. Syst. Woo Hyun Ahn, Joon-Woo Choi, Jaewon Oh, Seung-Ho Lim, Kyungbaek Kim
2014	J	`jnl`	Two-Step Boosting for OSN Based Sybil-Resistant Trust Value of Non-Sybil Identities. IEICE Trans. Inf. Syst. Kyungbaek Kim
2013	—	`conf`	DYNATOPS: a dynamic topic-based publish/subscribe architecture. DEBS Ye Zhao, Kyungbaek Kim, Nalini Venkatasubramanian
2013	J	`jnl`	ReCREW: A Reliable Flash-Dissemination System. IEEE Trans. Computers Mayur Deshpande, Kyungbaek Kim, Bijit Hore, Sharad Mehrotra, Nalini Venkatasubramanian
2012	Misc	`conf`	Assessing the veracity of identity assertions via OSNs. COMSNETS Michael Sirivianos, Kyungbaek Kim, Jian Wei Gan, Xiaowei Yang
2012	B	`conf`	GSFord: Towards a Reliable Geo-social Notification System. SRDS Kyungbaek Kim, Ye Zhao, Nalini Venkatasubramanian
2011	J	`jnl`	Assessing the Impact of Node Churn to Random Walk-Based Overlay Construction. IEICE Trans. Inf. Syst. Kyungbaek Kim
2011	—	`conf`	Enhancing cellular infrastructures: a reflective approach. ARM@Middleware Jinsu Wang, Sharad Mehrotra, Kyungbaek Kim, Nalini Venkatasubramanian
2011	A*	`conf`	SocialFilter: Introducing social trust to collaborative spam mitigation. INFOCOM Michael Sirivianos, Kyungbaek Kim, Xiaowei Yang
2010	B	`conf`	Assessing the Impact of Geographically Correlated Failures on Overlay-Based Data Dissemination. GLOBECOM Kyungbaek Kim, Nalini Venkatasubramanian
2010	A	`conf`	FaReCast: Fast, Reliable Application Layer Multicast for Flash Dissemination. Middleware Kyungbaek Kim, Sharad Mehrotra, Nalini Venkatasubramanian
2010	J	`jnl`	Relative MTTF-Based Incentive Scheme for Availability-Based Replication in P2P Systems. IEICE Trans. Inf. Syst. Kyungbaek Kim
2010	—	`conf`	SocialFilter: Introducing Social Trust to Collaborative Spam Mitigation. CollSec Michael Sirivianos, Kyungbaek Kim, Xiaowei Yang
2009	J	`jnl`	Dynamic nodeID based heterogeneity aware p2p system. Comput. Commun. Kyungbaek Kim
2009	J	`jnl`	SocialFilter: Collaborative Spam Mitigation using Social Networks CoRR Michael Sirivianos, Xiaowei Yang, Kyungbaek Kim
2008	J	`jnl`	Lifetime-Aware Replication for Data Durability in P2P Storage Network. IEICE Trans. Commun. Kyungbaek Kim
2008	—	`conf`	Time-Related Replication for P2P Storage System. ICN Kyungbaek Kim
2007	Misc	`conf`	CriStore: dynamic storage system for heterogeneous devices in off-site ubiquitous communities. SAC HyunBin Lee, YongJoo Song, Kyungbaek Kim, Donggook Kim, Daeyeon Park
2007	J	`jnl`	Efficient and Tailored Resource Management for the P2P Web Caching. IEICE Trans. Inf. Syst. Kyungbaek Kim, Daeyeon Park
2007	J	`jnl`	Reducing Replication Overhead for Data Durability in DHT Based P2P System. IEICE Trans. Inf. Syst. Kyungbaek Kim, Daeyeon Park
2006	—	`conf`	Heterogeneity Aware P2P Algorithm by Using Mobile nodeID. ICOIN Kyungbaek Kim, Daeyeon Park
2006	C	`conf`	Reducing Data Replication Overhead in DHT Based Peer-to-Peer System. HPCC Kyungbaek Kim, Daeyeon Park
2006	J	`jnl`	Reducing outgoing traffic of proxy cache by using client-cluster. J. Commun. Networks Kyungbaek Kim, Daeyeon Park
2005	—	`conf`	Efficient Resource Management for the P2P Web Caching. AICT/SAPIR/ELETE Kyungbaek Kim, Daeyeon Park
2005	—	`conf`	The Content-Aware Caching for Cooperative Transcoding Proxies. ICOIN Byoung-Jip Kim, Kyungbaek Kim, Daeyeon Park
2004	—	`conf`	Caching large files by using P2P based client-cluster for web proxy cache. Parallel and Distributed Computing and Networks Kyungbaek Kim, Daeyeon Park
2004	—	`conf`	Thread-Aware Garbage Collection for Server Applications. SAINT Woo Jin Kim, Kyungbaek Kim, Jaesun Han, Keuntae Park, Daeyeon Park
2003	—	`conf`	Efficient and Scalable Client-Clustering for Proxy Cache. HSNMC Kyungbaek Kim, Woo Jin Kim, Daeyeon Park
2003	Misc	`conf`	Subway: Peer-to-Peer Clustering Of Clients for Web Proxy. PDPTA Kyungbaek Kim, Daeyeon Park
2002	B	`conf`	DFS: A De-Fragmented File System. MASCOTS Woo Hyun Ahn, Kyungbaek Kim, Yongjin Choi, Daeyeon Park
2001	B	`conf`	Least Popularity-per-Byte Replacement Algorithm for a Proxy Cache. ICPADS Kyungbaek Kim, Daeyeon Park