Hyunseung Choo

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 139

Top Venues

Publications

Van Vi Vo, Duc Tai Le, Syed M. Raza, Moonseong Kim, Hyunseung Choo
Active Neighbor Exploitation for Fast Data Aggregation in IoT Sensor Networks. IEEE Internet Things J. 11 (8) (2024)
Jisang Park, Sukmin Kang, Van Vi Vo, Hyunseung Choo
Efficient Shortest-Path Tree Construction Based on Graph Convolutional Networks. IMCOM (2024)
Sanguk Jeong, Dahyun Mok, Gyurin Byun, Lusungu Josh Mwasinga, Hyunseung Choo
AI-Driven Traffic-Aware Dynamic TDD Configuration in B5G Networks. NOMS (2024)
Bokkeun Kim, Gyeongsik Kim, Jin Kim, Syed M. Raza, Hyunseung Choo
Deep Tailored Dynamic Registration in B5G/6G with Lightweight Recurrent Model. NOMS (2024)
JeongJun Park, Lusungu Josh Mwasinga, Huigyu Yang, Syed M. Raza, Duc Tai Le, Moonseong Kim, Min Young Chung, Hyunseung Choo
Regional Correlation Aided Mobile Traffic Prediction with Spatiotemporal Deep Learning. CCNC (2024)
Kim-Ngoc Thi Le, Thien-Binh Dang, Duc Tai Le, Syed M. Raza, Moonseong Kim, Hyunseung Choo
VEAD: Variance profile Exploitation for Anomaly Detection in real-time IoT data streaming. Internet Things 25 (2024)
Honggu Kang, Taesoo Kim, Huigyu Yang, Hyunseung Choo
Movement Attentive Graph Embedding for Improving Next Point of Access Prediction. IMCOM (2024)
Jiyong Oh, Syed M. Raza, Lusungu Josh Mwasinga, Moonseong Kim, Hyunseung Choo
Deep UAV Path Planning with Assured Connectivity in Dense Urban Setting. NOMS (2024)
Van Vi Vo, Syed M. Raza, Duc Tai Le, Moonseong Kim, Hyunseung Choo
Graph Neural Networks for IoT Data Aggregation Scheduling. NOMS (2024)
Hung Hoang Le, Toan-Van Nguyen, Tung Dinh Van, Tien Hoa Nguyen, Hyunseung Choo
NOMA-Empowered Federated Learning for Enhancing Uplink Efficiency in Wireless Networks. IMCOM (2024)
Sangmin Kim, Selome Tesfaye Deribe, Gyurin Byun, Kyeongjin Joo, Jeongwon Pyo, Taeyong Kuc, Hyunseung Choo
Data Augmentation Framework for Improving Image Recognition Using cycleGAN. IMCOM (2024)
Muhammad Omer, Sardar Jaffar Ali, Syed Muhammad Raza, Duc-Tai Le, Hyunseung Choo
Real-Time Object Detection with IOT Using a Smart Cart. IMCOM (2024)
Honggu Kang, Seonghyeon Ko, Ju-Chan Kim, Duc Tai Le, Junghyun Bum, Jong Chul Han, Hyunseung Choo
Visual Field Prediction for Fundus Image with Generative AI. IMCOM (2024)
Hyunsung Kim, Yeji Choi, JeongJun Park, Lusungu Josh Mwasinga, Hyunseung Choo
Federated Learning-Driven Edge AI for Enhanced Mobile Traffic Prediction. NOMS (2024)
Lusungu Josh Mwasinga, Syed M. Raza, Duc Tai Le, Moonseong Kim, Min Young Chung, Hyunseung Choo
Deep Predictive User Path-Inclusive Service Mobility in B5G/6G Edge Clouds. IMCOM (2024)
Jiyong Oh, Syed M. Raza, Lusungu J. Mwasinga, Moonseong Kim, Hyunseung Choo
Deep UAV Path Planning with Assured Connectivity in Dense Urban Setting. CoRR (2024)
Gyurin Byun, Van Vi Vo, Syed M. Raza, Duc Tai Le, Huigyu Yang, Hyunseung Choo
Proactive Network Traffic Prediction using Generative Adversarial Network. ICOIN (2024)
Daehee Lee, Hyunseung Choo, Jongpil Jeong
GCN-Based LSTM Autoencoder with Self-Attention for Bearing Fault Diagnosis. Sensors 24 (15) (2024)
Yunseon Jang, Duc Tai Le, Chang-Hwan Son, Hyunseung Choo
Layer Decomposition Learning Based on Discriminative Feature Group Split With Bottom-Up Intergroup Feature Fusion for Single Image Deraining. IEEE Access 12 (2024)
Hyunsung Kim, Seonghyun Ko, Junghyun Bum, Duc Tai Le, Hyunseung Choo
Rib Segmentation and Sequence Labeling via Biaxial Slicing and 3D Reconstruction. IMCOM (2024)
JeongJun Park, Lusungu Josh Mwasinga, Huigyu Yang, Syed M. Raza, Duc Tai Le, Moonseong Kim, Min Young Chung, Hyunseung Choo
Regional Correlation Aided Mobile Traffic Prediction with Spatiotemporal Deep Learning. CoRR (2023)
Sardar Jaffar Ali, Muhammad Omer, Syed Muhammad Raza, Hyunseung Choo
Multiple Vehicles Detection and Tracking Using Ground and Aerial Images for Vehicular Management System. FDSE (2023)
Junhan Zang, Syed M. Raza, Hyunseung Choo, Gyurin Byun, Moonseong Kim
Deep Reinforcement Learning Driven Aggregate Flow Entries Eviction in Software Defined Networking. ICOIN (2023)
Daehee Lee, Hyunseung Choo, Jongpil Jeong
Leak Detection and Classification of Water Pipeline Data Using LSTM Auto-Encoder with Xavier Initialization. BCD (2023)
Hyeri Lee, Hyunseung Choo, Duc Tai Le, Junghyun Bum
Chest Radiographs Enhancement with Contrast Limited Adaptive Histogram. IMCOM (2023)
Huigyu Yang, Syed M. Raza, Duc Tai Le, Dongsoo S. Kim, Hyunseung Choo
Dual-Branch Neural Networks for Predicting Shared Bikes. IMCOM (2023)
Kim-Ngoc Thi Le, Sammy Yap Xiang Bang, Duc-Tai Le, Hyunseung Choo
Feature Fool Exploitation for Lightweight Anomaly Detection in Respiratory Sound. FDSE (2023)
Sammy Yap Xiang Bang, Syed M. Raza, Huigyu Yang, Hyunseung Choo
EMP-GAN: Encoder-Decoder Generative Adversarial Network for Mobility Prediction. INFOCOM Workshops (2023)
Kyunghee Jung, Toan Duc Nguyen, Duc Tai Le, Junghyun Bum, Simon S. Woo, Hyunseung Choo
Hand Bone X-rays Segmentation and Congregation for Age Assessment using Deep Learning. ICOIN (2023)
Bokkeun Kim, Syed M. Raza, Huigyu Yang, Rajesh Challa, Duc Tai Le, HyunJun Choi, DongJin Lee, Moonseong Kim, Hyunseung Choo
iPaaS: Intelligent Paging as a Service. IEEE Netw. 37 (2) (2023)
Gyurin Byun, Syed M. Raza, Huigyu Yang, Moonseong Kim, Hyunseung Choo
GAN vs. LSTM: Network State Prediction. IMCOM (2023)
Mwasinga Lusungu Josh, Duc Tai Le, Syed M. Raza, Rajesh Challa, Moonseong Kim, Hyunseung Choo
RASM: Resource-Aware Service Migration in Edge Computing based on Deep Reinforcement Learning. J. Parallel Distributed Comput. 182 (2023)
Mwasinga Lusungu Josh, Syed M. Raza, Duc Tai Le, Moonseong Kim, Hyunseung Choo
PLCD: Policy Learning for Capped Service Mobility Downtime. ICCCN (2023)
Huigyu Yang, Syed M. Raza, Moonseong Kim, Hyunseung Choo
Deep Mobile Path Prediction With Shift-and-Join and Carry-Ahead. IEEE Trans. Cogn. Commun. Netw. 9 (3) (2023)
Sammy Yap Xiang Bang, Kim-Ngoc Thi Le, Duc Tai Le, Hyunseung Choo
Feature Pool Exploitation for Disease Detection in Fundus Images. IMCOM (2023)
Kyunghee Jung, Toan Duc Nguyen, Duc Tai Le, Junghyun Bum, Chang-Hwan Son, Hyunseung Choo
Attention-Based Multiscale Localization for Bone Age Assessment. ISBI (2023)
Van-Nguyen Pham, Duc Tai Le, Junghyun Bum, Eun Jung Lee, Jong Chul Han, Hyunseung Choo
Attention-Aided Generative Learning for Multi-Scale Multi-Modal Fundus Image Translation. IEEE Access 11 (2023)
Phuoc-Nguyen Bui, Duc Tai Le, Junghyun Bum, Seongho Kim, Su Jeong Song, Hyunseung Choo
Semi-Supervised Learning With Fact-Forcing for Medical Image Segmentation. IEEE Access 11 (2023)
Van Vi Vo, Duc Tai Le, Hyunseung Choo
Minimal Sleep Delay Driven Aggregation Tree Construction in IoT Sensor Networks. CoRR (2023)
Van Vi Vo, Phuoc-Nguyen Bui, Duc Tai Le, Hyunseung Choo
Energy Harvesting Aware for Delay-Efficient Data Aggregation in Battery-Free IoT Sensors. FDSE (CCIS Volume) (2022)
Syed M. Raza, Boyun Jang, Huigyu Yang, Moonseong Kim, Hyunseung Choo
Improved GAN with fact forcing for mobility prediction. J. Netw. Comput. Appl. 207 (2022)
Younghoon Jang, Syed M. Raza, Moonseong Kim, Hyunseung Choo
Proactive Handover Decision for UAVs with Deep Reinforcement Learning. Sensors 22 (3) (2022)
Van Vi Vo, Tien Dung Nguyen, Duc Tai Le, Moonseong Kim, Hyunseung Choo
Link-Delay-Aware Reinforcement Scheduling for Data Aggregation in Massive IoT. IEEE Trans. Commun. 70 (8) (2022)
Younghoon Jang, Syed M. Raza, Hyunseung Choo, Moonseong Kim
UAVs Handover Decision using Deep Reinforcement Learning. IMCOM (2022)
Phuoc-Nguyen Bui, Van Vi Vo, Duc Tai Le, Hyunseung Choo
Image Denoising Using Fully Connected Network with Reinforcement Learning. FDSE (CCIS Volume) (2022)
Thien-Binh Dang, Duc Tai Le, Moonseong Kim, Hyunseung Choo
A General Model for Long-short Term Anomaly Generation in Sensory Data. IMCOM (2022)
Pham Van Nguyen, Duc Tai Le, Su Jeong Song, Hyunseung Choo
Towards AI based Ophthalmological Screening through Ultra-widefield Fundus Image to Conventional Fundus Image Translation. IMCOM (2022)
Tien-Dung Nguyen, Duc Tai Le, Hyunseung Choo
Sensory Data Aggregation in Internet of Things: Period-Driven Pipeline Scheduling Approach. IEEE Trans. Mob. Comput. 21 (9) (2022)
Ju-Chan Kim, Duc Tai Le, Su Jeong Song, Chang-Hwan Son, Hyunseung Choo
Multi-modal Fundus Image Registration with Deep Feature Matching and Image Scaling. IMCOM (2022)
Van Vi Vo, Duc Tai Le, Moonseong Kim, Hyunseung Choo
Data Aggregation Latency Minimization in Multichannel Duty-cycled WSNs. ICOIN (2022)
Thien-Binh Dang, Duc Tai Le, Moonseong Kim, Hyunseung Choo
Neighboring Information Exploitation for Anomaly Detection in Intelligent IoT. FDSE (2021)
Junghyun Bum, Joyce Jiyoung Whang, Hyunseung Choo
Sentiment-based sub-event segmentation and key photo selection. J. Vis. Commun. Image Represent. 74 (2021)
Ha An Le, Trinh Van Chien, Tien-Hoa Nguyen, Hyunseung Choo, Van Duc Nguyen
Machine Learning-Based 5G-and-Beyond Channel Estimation for MIMO-OFDM Communication Systems. Sensors 21 (14) (2021)
Yeji Shin, Junghyun Bum, Chang-Hwan Son, Hyunseung Choo
BCGAN: Facial Expression Synthesis by Bottleneck-Layered Conditional Generative Adversarial Networks. IMCOM (2021)
Sungjin Chun, Chang-Hwan Son, Hyunseung Choo
Inter-dependent LSTM: Baseball Game Prediction with Starting and Finishing Lineups. IMCOM (2021)
Geonhak Song, Tien-Dung Nguyen, Junghyun Bum, Hwijong Yi, Chang-Hwan Son, Hyunseung Choo
Super Resolution with Sparse Gradient-Guided Attention for Suppressing Structural Distortion. ICMLA (2021)
Thien-Binh Dang, Duc Tai Le, Tien-Dung Nguyen, Moonseong Kim, Hyunseung Choo
Monotone Split and Conquer for Anomaly Detection in IoT Sensory Data. IEEE Internet Things J. 8 (20) (2021)
Van-Nguyen Pham, Mwasinga Lusungu Josh, Duc Tai Le, Sang-Won Lee, Hyunseung Choo
A Prediction-Based Cache Replacement Policy for Flash Storage. FDSE (CCIS Volume) (2021)
Syed M. Raza, Jaeyeop Jeong, Moonseong Kim, Byung-Seok Kang, Hyunseung Choo
Empirical Performance and Energy Consumption Evaluation of Container Solutions on Resource Constrained IoT Gateways. Sensors 21 (4) (2021)
Yunseon Jang, Chang-Hwan Son, Hyunseung Choo
Lightweight Deep Extraction Networks for Single Image De-raining. IMCOM (2021)
Tien-Dung Nguyen, Duc Tai Le, Van Vi Vo, Moonseong Kim, Hyunseung Choo
Fast Sensory Data Aggregation in IoT Networks: Collision-Resistant Dynamic Approach. IEEE Internet Things J. 8 (2) (2021)
Tien-Dung Nguyen, Duc Tai Le, Nguyen Pham-Van, Hyunseung Choo, Tien Pham Van
UAV-aided Sensory Data Aggregation: Incremental Clustering and Scheduling Approach. IMCOM (2021)
Byung-Seok Kang, Jaeyeop Jeong, Hyunseung Choo
Docker Swarm and Kubernetes Containers for Smart Home Gateway. IT Prof. 23 (4) (2021)
Haziq Hamzah, Duc Tai Le, Moonseong Kim, Hyunseung Choo
Location-Aware Task Offloading for MEC-based High Mobility Service. ICOIN (2021)
Syed M. Raza, Pankaj Thorat, Rajesh Challa, Seil Jeon, Hyunseung Choo
Design and experimental evaluation of OnDemand inter-domain mobility in SDN supported PMIPv6. Wirel. Networks 26 (1) (2020)
Kyoungpil Won, Sanggil Yeoum, Byung-Seok Kang, Moonseong Kim, Yeji Shin, Hyunseung Choo
Inaudible Transmission System with Selective Dual Frequencies Robust to Noisy Surroundings. ICCE (2020)
Taejin Ko, Syed M. Raza, Thien-Binh Dang, Moonseong Kim, Hyunseung Choo
Network Prediction with Traffic Gradient Classification using Convolutional Neural Networks. IMCOM (2020)
Van Vi Vo, Dung T. Nguyen, Duc Tai Le, Hyunseung Choo
Adaptive Contiguous Scheduling for Data Aggregation in Multichannel Wireless Sensor Networks. FDSE (2020)
Manh-Hung Tran, Trung Ha Le Hoai, Hyunseung Choo
A Third-Party Intelligent System for Preventing Call Phishing and Message Scams. FDSE (CCIS Volume) (2020)
Boyun Jang, Syed M. Raza, Moonseong Kim, Hyunseung Choo
MoGAN: GAN based Next PoA Selection for Proactive Mobility Management. ICNP (2020)
Dokyung Lee, Syed Muhammad Raza, Moonseong Kim, Hyunseung Choo
Cost Effective Control Plane Design for Service Assurance in Software Defined Service Function Chaining. FDSE (CCIS Volume) (2020)
Haekwon Jeong, Syed M. Raza, Dung T. Nguyen, Siwon Kim, Moonseong Kim, Hyunseung Choo
Control Plane Design for Failure Protection in Software Defined Service Function Chains. IMCOM (2020)
Hanhimnara Choi, Syed M. Raza, Moonseong Kim, Hyunseung Choo
UDP Flow Entry Eviction Strategy Using Q-Learning in Software Defined Networking. CNSM (2020)
Jaeyeop Jeong, Syed Muhammad Raza, Moonseong Kim, Byung-Seok Kang, Boyun Jang, Hyunseung Choo
Empirical Analysis of Containers on Resource Constrained IoT Gateway. ICCE (2020)
Tien-Dung Nguyen, Vyacheslav V. Zalyubovskiy, Duc Tai Le, Hyunseung Choo
Break-and-join tree construction for latency-aware data aggregation in wireless sensor networks. Wirel. Networks 26 (7) (2020)
Rajesh Challa, Vyacheslav V. Zalyubovskiy, Syed M. Raza, Hyunseung Choo, Aloknath De
Network Slice Admission Model: Tradeoff Between Monetization and Rejections. IEEE Syst. J. 14 (1) (2020)
Huigyu Yang, Syed M. Raza, Moonseong Kim, Duc Tai Le, Van Vi Vo, Hyunseung Choo
Next Point-of-Attachment Selection Based on Long Short Term Memory Model in Wireless Networks. IMCOM (2020)
Jisoo Lee, Syed M. Raza, Rajesh Challa, Jaeyeop Jeong, Hyunseung Choo
Design and Experimental Validation of SFC Monitoring Approach with Minimal Agent Deployment. IMCOM (2019)
Dung T. Nguyen, Duc Tai Le, Moonseong Kim, Hyunseung Choo
Delay-Aware Reverse Approach for Data Aggregation Scheduling in Wireless Sensor Networks. Sensors 19 (20) (2019)
Manh-Hung Tran, Thien-Binh Dang, Van Vi Vo, Duc Tai Le, Moonseong Kim, Hyunseung Choo
On Analyzing the Trade-Off Between Over-Commitment Ratio and Quality of Service in NFV Datacenter. FDSE (2019)
Bora Kim, Syed M. Raza, Rajesh Challa, Jongkwon Jang, Hyunseung Choo
Split Point Selection Based on Candidate Attachment Points for Mobility Management in SDN. IMCOM (2019)
Hyohoon Ahn, Duc Tai Le, Dung T. Nguyen, Hyunseung Choo
Real-Time Drone Formation Control for Group Display. IMCOM (2019)
Youngkyoung Kim, Syed M. Raza, Van Vi Vo, Hyunseung Choo
Novel Traffic Classification Mechanism in Software Defined Networks with Experimental Analysis. IMCOM (2019)
Van Vi Vo, Dung T. Nguyen, Duc Tai Le, Manh-Hung Tran, Moonseong Kim, Hyunseung Choo
A Top-Down Scheduling for Time Efficient Data Aggregation in WSNs. FDSE (2019)
Rajesh Challa, Syed M. Raza, Hyunseung Choo, Siwon Kim
Capacity Planning for Virtual Resource Management in Network Slicing. IMCOM (2019)
Muhammad Hameed Siddiqi, Maqbool Ali, Mohamed Elsayed Abdelrahman Eldib, Asfandyar Khan, Oresti Banos, Adil Mehmood Khan, Sungyoung Lee, Hyunseung Choo
Evaluating real-life performance of the state-of-the-art in facial expression recognition using a novel YouTube-based datasets. Multim. Tools Appl. 77 (1) (2018)
Byung-Seok Kang, Hyunseung Choo
An experimental study of a reliable IoT gateway. ICT Express 4 (3) (2018)
Jinwoong Jung, Joohyun Lee, Sanggil Yeoum, Junghyun Bum, Thien-Binh Dang, Hyunseung Choo
Cloud Media DJ Platform: Performance Perspective. FDSE (2018)
Muhammad K. Shahzad, Dang Tu Nguyen, Vyacheslav V. Zalyubovskiy, Hyunseung Choo
LNDIR: A lightweight non-increasing delivery-latency interval-based routing for duty-cycled sensor networks. Int. J. Distributed Sens. Networks 14 (4) (2018)
Duc Tai Le, Taewoo Lee, Hyunseung Choo
Delay-aware tree construction and scheduling for data aggregation in duty-cycled wireless sensor networks. EURASIP J. Wirel. Commun. Netw. 2018 (2018)
Joonbeom Ahn, Syed M. Raza, Sanggil Yeoum, Hyunseung Choo
Efficient Video Delivery by Leveraging Playback Buffers over Software Defined Networking. ICCSA (3) (2018)
Hyohoon Ahn, Duc Tai Le, Thien-Binh Dang, Siwon Kim, Hyunseung Choo
Hybrid Noise Reduction for Audio Captured by Drones. IMCOM (2018)
Youngkyoung Kim, Syed M. Raza, Dung T. Nguyen, Seil Jeon, Hyunseung Choo
Towards On-Demand Mobility Management in SDN. IMCOM (2018)
Duc Tai Le, Giyeol Im, Thang Le Duc, Vyacheslav V. Zalyubovskiy, Dongsoo S. Kim, Hyunseung Choo
Critical-Path Aware Scheduling for Latency Efficient Broadcast in Duty-Cycled Wireless Sensor Networks. Wirel. Commun. Mob. Comput. 2018 (2018)
Joohyun Lee, Jinwoong Jung, Sanggil Yeoum, Junghyun Bum, Thien-Binh Dang, Hyunseung Choo
Cloud Media DJ Platform: Functional Perspective. FDSE (2018)
Rajesh Challa, Seil Jeon, Syed M. Raza, Pankaj Thorat, Hyunseung Choo
SuperFlex: Network Slicing based Super Flexible 5G Architecture. IMCOM (2018)
Heejin Kim, Seil Jeon, Syed M. Raza, Joohyun Lee, Hyunseung Choo
Service-Aware Split Point Selection for User-Centric Mobility Enhancement in SDN. IMCOM (2018)
Byung-Seok Kang, Hyunseung Choo
An energy-efficient routing scheme by using GPS information for wireless sensor networks. Int. J. Sens. Networks 26 (2) (2018)
Thien-Binh Dang, Manh-Hung Tran, Duc Tai Le, Vyacheslav V. Zalyubovskiy, Hyohoon Ahn, Hyunseung Choo
Trend-adaptive multi-scale PCA for data fault detection in IoT networks. ICOIN (2018)
Rajesh Challa, Syed M. Raza, Seil Jeon, Hyunseung Choo, Pankaj Thorat
Refactoring Future Residential Networks into Slices. NFV-SDN (2018)

Hyunseung Choo.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Hyunseung Choo